| intercom | 2x Engineering Throughput Through AI-First Development Platform | Tech |
| dropbox | A Practical Blueprint for Evaluating Conversational AI at Scale | Tech |
| google | Abstractive Conversation Summarization for Google Chat Spaces | Tech |
| novartis | Accelerating Drug Development with AI-Powered Clinical Trial Transformation | Healthcare |
| rovio | Accelerating Game Asset Creation with Fine-Tuned Diffusion Models | Media & Entertainment |
| linkedin | Accelerating LLM Inference with Speculative Decoding for AI Agent Applications | HR |
| axfood_/_harman | Accelerating SAP S/4HANA Migration and Custom Code Documentation with Generative AI | Other |
| block | Actionable CI: Intelligent Analysis and Auto-Remediation of CI Pipeline Failures | Finance |
| evergreen_wealth_/_bloomberg_/_saxo_bank | Adopting Model Context Protocol (MCP) in Financial Services for AI System Integration | Finance |
| replit | Advanced Agent Monitoring and Debugging with LangSmith Integration | Tech |
| codeium | Advanced Context-Aware Code Generation with Custom Infrastructure and Parallel LLM Processing | Tech |
| pinterest | Advanced Embedding-Based Retrieval for Personalized Content Discovery | Tech |
| amazon | Advanced Fine-Tuning Techniques for Multi-Agent Orchestration at Scale | Tech |
| instacart | Advanced Prompt Engineering Techniques for Production LLM Applications | E-commerce |
| nippon_india_mutual_fund | Advanced RAG Implementation for AI Assistant Response Accuracy | Finance |
| pyannoteai | Advanced Speaker Diarization and Attributed Transcription Using Deep Learning Models | Tech |
| huron | Advancing Patient Experience and Business Operations Analytics with Generative AI in Healthcare | Healthcare |
| grammarly | Adversarial Grammatical Error Correction at Scale for Writing Assistance | Tech |
| prosus | Agent-Based AI Assistants for Enterprise and E-commerce Applications | E-commerce |
| otto | Agent-Based Workflow Automation in Spreadsheets for Non-Technical Users | Tech |
| github | Agent-Driven Development for AI Research Using GitHub Copilot CLI | Tech |
| block | Agent-Driven UI Framework Migration at Enterprise Scale | Tech |
| google_deepmind | Agent-First AI Development Platform with Multi-Surface Orchestration | Tech |
| uber | Agent Identity and Access Management for Production AI Systems | Tech |
| doordash | Agent Memory System for Personalized Food Ordering and Discovery | E-commerce |
| gitlab | Agent Registry and Dynamic Prompt Management for AI Feature Development | Tech |
| coval | Agent Testing and Evaluation Using Autonomous Vehicle Simulation Principles | Tech |
| blackrock | Agentic AI Architecture for Investment Management Platform | Finance |
| zoom | Agentic AI Architecture for Meeting Intelligence and Productivity Automation | Tech |
| snorkel | Agentic AI Copilot for Insurance Underwriting with Multi-Tool Integration | Insurance |
| manchester_airports_group | Agentic AI for Automated Absence Reporting and Shift Management at Airport Operations | Other |
| commonwealth_bank_of_australia | Agentic AI for Cloud Migration and Application Modernization at Scale | Finance |
| thomson_reuters | Agentic AI for Legal Research: Building Deep Research in Westlaw and CoCounsel | Legal |
| rocket | Agentic AI for Title Operations Workflow Optimization | Finance |
| western_union_/_unum | Agentic AI Framework for Mainframe Modernization at Scale | Finance |
| apollo_tyres | Agentic AI Manufacturing Reasoner for Automated Root Cause Analysis | Automotive |
| astrazeneca | Agentic AI Platform for Clinical Development and Commercial Operations in Pharmaceutical Drug Development | Healthcare |
| pushpay | Agentic AI Search with Custom Evaluation Framework for Church Management | Tech |
| tendos_ai | Agentic AI System for Construction Industry Tender Management and Quote Generation | Other |
| moveworks | Agentic AI System for Document Summarization and Analysis | Tech |
| loka | Agentic AI Systems for Drug Discovery and Business Intelligence | Tech |
| thomson_reuters | Agentic AI Systems for Legal, Tax, and Compliance Workflows | Legal |
| block | Agentic Code Reviewers as System Protectors | Finance |
| ramp | Agentic Data Analyst for Enterprise Analytics | Finance |
| ramp | Agentic Data Analyst for Enterprise Self-Service Analytics | Finance |
| tiendanube_/_nuvemshop | Agentic E-commerce Copilot for Merchant Store Management | E-commerce |
| devin | Agentic MapReduce for Whole-Codebase Security Scanning | Tech |
| fsi | Agentic News Analysis Platform for Digital Asset Market Making | Finance |
| thomson_reuters | Agentic Platform Engineering Hub for Cloud Operations Automation | Tech |
| mongodb | Agentic RAG Implementation for Retail Personalization and Customer Support | E-commerce |
| elastic | Agentic Search and Context Engineering for Production LLM Systems | Tech |
| harvey | Agentic Search for Multi-Source Legal Research Intelligence | Legal |
| github | Agentic Security Principles for AI-Powered Development Tools | Tech |
| ramp | Agentic System for Autonomous Code Monitoring and Maintenance | Finance |
| doppel | AI Agent Automation of Security Operations Center Analysis | Tech |
| snorkel | AI Agent Development and Evaluation Platform for Insurance Underwriting | Insurance |
| factory | AI Agent-Driven Software Development Platform for Enterprise Engineering Teams | Tech |
| booking.com | AI Agent Evaluation Framework for Travel and Accommodation Platform | E-commerce |
| duolingo | AI Agent for Automated Feature Flag Removal | Education |
| ramp | AI Agent for Automated Merchant Classification and Transaction Matching | Finance |
| ramp | AI Agent for Automated Merchant Classification Correction | Finance |
| coinbase | AI Agent for Automated Quality Assurance Testing in Cryptocurrency Platform | Finance |
| cleric | AI Agent for Automated Root Cause Analysis in Production Systems | Tech |
| rhi_magnesita | AI Agent for Customer Service Order Management and Training | Other |
| orbital | AI Agent for Real Estate Legal Document Analysis and Lease Reporting | Legal |
| bgl | AI Agent for Self-Service Business Intelligence with Text-to-SQL | Finance |
| github | AI Agent Mode and Model Context Protocol for Autonomous Code Generation | Tech |
| lerim | AI Agent Optimization: Using Claude to Systematically Improve Memory Extraction Quality | Tech |
| stripe | AI Agent-Powered Compliance Review Automation for Financial Services | Finance |
| meta | AI Agent Solutions for Data Warehouse Access and Security | Tech |
| unify | AI Agent System for Automated B2B Research and Sales Pipeline Generation | Tech |
| uber | AI Agent System for Automated Design System Documentation | Tech |
| slack | AI Agent System for Automated Security Investigation and Alert Triage | Tech |
| aimpoint_digital | AI Agent System for Automated Travel Itinerary Generation | Consulting |
| linkedin | AI Agents Accelerating GPU Kernel Engineering for LLM Infrastructure | Tech |
| hrs_group_/_netflix_/_harness | AI Agents and Intelligent Observability for DevOps Modernization | Tech |
| linkedin | AI Agents for Accelerating Model Development and Framework Migration | Tech |
| coinbase | AI Agents for Automated Product Quality Testing and Bug Detection | Finance |
| plaid | AI Agents for Data Labeling and Infrastructure Maintenance at Scale | Finance |
| meta | AI Agents for Documenting Tribal Knowledge in Large-Scale Data Pipelines | Tech |
| goodfire | AI Agents for Interpretability Research: Experimenter Agents in Production | Research & Academia |
| benchling | AI Agents for Life Sciences R&D: Accelerating Drug Discovery with Context-Rich Data | Healthcare |
| teads | AI Agents for ML Experiment Orchestration: Reducing Friction in Machine Learning Workflows | Media & Entertainment |
| tpconnects | AI Agents for Travel Booking and Customer Service Automation | Other |
| canva_/_kpmg_/_autodesk_/_lightspeed | AI Agents in Production: Multi-Enterprise Implementation Strategies | Tech |
| adyen | AI Applied Research Engineering for Payment Platform Value Creation | Finance |
| amazon_finance | AI Assistant for Financial Data Discovery and Business Intelligence | Finance |
| 42q | AI Assistant Integration for Manufacturing Execution System (MES) | Tech |
| getyourguide | AI-Assisted Activity Onboarding in Travel Marketplace | Tech |
| databricks | AI-Assisted Database Debugging Platform at Scale | Tech |
| zalando | AI-Assisted Product Attribute Extraction for E-commerce Content Creation | E-commerce |
| openai | AI-Assisted Reanalysis of Rare Genetic Diseases Using Reasoning Models | Healthcare |
| meta | AI-Assisted Root Cause Analysis System for Incident Response | Tech |
| uber | AI-Augmented Code Review System for Large-Scale Software Development | Tech |
| deloitte | AI-Augmented Cybersecurity Triage Using Graph RAG for Cloud Security Operations | Consulting |
| edsdev | AI Chatbots for Customer Service: Production Lessons from 90 Days | Tech |
| delivery_hero | AI Data Analyst with Multi-Stage LLM Architecture for Enterprise Data Discovery | E-commerce |
| novartis | AI-Driven Clinical Trial Transformation with Next-Generation Data Platform | Healthcare |
| atlassian | AI-Driven Code Review Agent Reduces PR Cycle Time by 30.8% | Tech |
| mercado_libre | AI-Driven Collateral Allocation Optimization in Fintech | Finance |
| pricewaterhousecooper_/_pwc | AI-Driven Contract Analysis and Extraction at Scale | Legal |
| salesforce | AI-Driven DDoS Protection System Using Temporal Workflow Orchestration | Tech |
| atlassian | AI-Driven Development at Scale: Building a Firecracker MicroVM Platform with Autonomous Agents | Tech |
| geminus | AI-Driven Digital Twins for Industrial Infrastructure Optimization | Energy |
| loblaw_digital | AI-Driven Documentation Generation for dbt Data Models | E-commerce |
| rhea’s_factory | AI-Driven Enzyme Design for Advanced Plastic Recycling | Energy |
| iheart | AI-Driven Incident Response and Automated Remediation for Digital Media Platform | Media & Entertainment |
| bloomberg_media | AI-Driven Media Analysis and Content Assembly Platform for Large-Scale Video Archives | Media & Entertainment |
| shopify | AI-Driven Multi-Agent System for Dynamic Product Taxonomy Evolution | E-commerce |
| linkedin | AI-Driven Security Posture Management Platform | Tech |
| ucla | AI-Driven Student Services and Prescriptive Pathways at UCLA Anderson School of Management | Education |
| zillow | AI-Driven User Memory System for Dynamic Real Estate Personalization | Tech |
| viktor | AI Employee Agent Operating in Slack with Multi-Tool Integration | Tech |
| an_garda_siochanna | AI-Enhanced Body Camera and Digital Evidence Management in Law Enforcement | Government |
| circleci | AI Error Summarizer Implementation: A Tiger Team Approach | Tech |
| guidesly | AI-Generated Trip Reports for Outdoor Recreation Guides | Other |
| meta | AI Lab: A Pre-Production Framework for ML Performance Testing and Optimization | Tech |
| pricewaterhousecooper | AI Managed Services and Agent Operations at Enterprise Scale | Consulting |
| brex | AI-Native Multi-Agent System for Customer Onboarding and KYC | Finance |
| cisco | AI-Native Workflow Transformation for Enterprise Renewals at Scale | Tech |
| cloudflare | AI-Orchestrated Code Review System at Scale | Tech |
| mercado_libre | AI-Powered Accessibility Automation for E-commerce Platform | E-commerce |
| aws_sales | AI-Powered Account Planning Assistant for Sales Teams | Tech |
| aws | AI-Powered Account Planning System for Sales Process Optimization | Tech |
| floqast | AI-Powered Accounting Automation Using Claude and Amazon Bedrock | Finance |
| leboncoin | AI-Powered Ad Description Generation for Classifieds Platform | E-commerce |
| amazon_prime_video | AI-Powered Artwork Quality Moderation and Streaming Quality Management at Scale | Media & Entertainment |
| amazon | AI-Powered Audio Enhancement for TV and Movie Dialogue Clarity | Media & Entertainment |
| whatnot | AI-Powered Automated GraphQL Schema Cleanup | E-commerce |
| trae | AI-Powered Automated Issue Resolution Achieving State-of-the-Art Performance on SWE-bench | Tech |
| railway | AI-Powered Autonomous Infrastructure Monitoring and Self-Healing System | Tech |
| amazon | AI-Powered Autonomous Threat Analysis for Cybersecurity at Scale | Tech |
| spotify | AI-Powered Background Coding Agents for Large-Scale Software Maintenance | Media & Entertainment |
| propel | AI-Powered Benefits Navigation System for SNAP Recipients | Government |
| fanduel | AI-Powered Betting Assistant for Sports Wagering Platform | Media & Entertainment |
| miro | AI-Powered Bug Routing System Using RAG and Multimodal Processing | Tech |
| jimdo | AI-Powered Business Assistant for Solopreneurs | Tech |
| heyrevia | AI-Powered Call Center Agents for Healthcare Operations | Healthcare |
| netsertive | AI-Powered Call Intelligence System for Multi-Location Marketing Analysis | Media & Entertainment |
| scotiabank | AI-Powered Chatbot Automation with Hybrid NLU and LLM Approach | Finance |
| outropy | AI-Powered Chief of Staff: Scaling Agent Architecture from Monolith to Distributed System | Tech |
| london_stock_exchange_group | AI-Powered Client Services Assistant for Post-Trade Services | Finance |
| healio | AI-Powered Clinical Decision Support Platform for Healthcare Providers | Healthcare |
| veradigm | AI-Powered Clinical Documentation and Data Infrastructure for Point-of-Care Transformation | Healthcare |
| heidi_health | AI-Powered Clinical Documentation with Multi-Region Healthcare Compliance | Healthcare |
| clario | AI-Powered Clinical Outcome Assessment Review Using Generative AI | Healthcare |
| clario | AI-Powered Clinical Trial Software Configuration Automation | Healthcare |
| wayfair | AI-Powered Co-pilot System for Digital Sales Agents | E-commerce |
| cursor | AI-Powered Code Editor with Multi-Model Integration and Agentic Workflows | Tech |
| zapier | AI-Powered Code Generation for Support Team Bug Fixing | Tech |
| github | AI-Powered Code Review and Pull Request Automation for Developer Compliance | Tech |
| microsoft | AI-Powered Code Review Assistant at Enterprise Scale | Tech |
| uber | AI-Powered Code Review Platform at Scale | Tech |
| baz | AI-Powered Code Review Platform Using Abstract Syntax Trees and LLM Context | Tech |
| uber | AI-Powered Code Review System at Scale | Tech |
| zencity | AI-Powered Community Voice Intelligence for Local Government | Government |
| stripe | AI-Powered Compliance Investigation Agents for Enhanced Due Diligence | Finance |
| override | AI-Powered Consent Education Tool for Preventing Gender-Based Violence | Other |
| cresta_/_openai | AI-Powered Contact Center Copilot: From Research to Enterprise-Scale Production | Tech |
| energy | AI-Powered Contact Center Transformation for Energy Retail Customer Experience | Energy |
| petco | AI-Powered Contact Center Transformation for Pet Retail | E-commerce |
| anthology | AI-Powered Contact Center Transformation for Student Support Services | Education |
| traeger | AI-Powered Contact Center Transformation with Amazon Connect | E-commerce |
| lseg | AI-Powered Content Curation for Financial Crime Detection | Finance |
| pga_tour | AI-Powered Content Generation and Shot Commentary System for Live Golf Tournament Coverage | Media & Entertainment |
| roblox | AI-Powered Content Moderation at Platform Scale | Media & Entertainment |
| doordash | AI-Powered Content Moderation at Scale: SafeChat Platform | E-commerce |
| dotdash | AI-Powered Content Understanding and Ad Targeting Platform | Media & Entertainment |
| openai | AI-Powered Contract Data Extraction and Review Agent | Tech |
| rocket | AI-Powered Conversational Assistant for Streamlined Home Buying Experience | Finance |
| clarus_care | AI-Powered Conversational Contact Center for Healthcare Patient Communication | Healthcare |
| ifood | AI-Powered Conversational Food Ordering with iLo | E-commerce |
| tyson_foods | AI-Powered Conversational Search Assistant for B2B Foodservice Operations | Other |
| tp_icap | AI-Powered CRM Insights with RAG and Text-to-SQL | Finance |
| godaddy | AI-Powered Customer Conversation Analytics at Scale | Tech |
| github | AI-Powered Customer Feedback Analysis at Scale | Tech |
| hapag-lloyd | AI-Powered Customer Feedback Analysis System for Container Shipping | Other |
| meta | AI-Powered Customer Feedback Analysis Using RAG and LLMs in Product Analytics | Tech |
| wayfair | AI-Powered Customer Interest Generation for Personalized E-commerce Recommendations | E-commerce |
| klaviyo | AI-Powered Customer Segmentation with Natural Language Interface | Tech |
| alan | AI-Powered Customer Service Agent for Healthcare Navigation | Healthcare |
| fastweb_/_vodafone | AI-Powered Customer Service and Call Center Transformation with Multi-Agent Systems | Telecommunications |
| babbel | AI-Powered Customer Service Chatbot for Language Learning Platform | Education |
| lime | AI-Powered Customer Support Automation for Global Transportation Service | Tech |
| blablacar | AI-Powered Data Copilot for Autonomous Analysis in IDEs | Tech |
| faire | AI-Powered Developer Productivity and Product Discovery at Wholesale Marketplace | E-commerce |
| bloomberg | AI-Powered Developer Productivity Platform with MCP Servers and Agent-Based Automation | Finance |
| spotify | AI-Powered Developer Productivity with Minions and Machine-to-Machine Payments | Tech |
| neople | AI-Powered Digital Co-Workers for Customer Support and Business Process Automation | E-commerce |
| pattern | AI-Powered Ecommerce Content Optimization Platform | E-commerce |
| superhuman | AI-Powered Email Search Assistant with Advanced Cognitive Architecture | Tech |
| notion | AI-Powered Engineering Management and Autonomous Development Workflows | Tech |
| entelligence | AI-Powered Engineering Team Management and Code Review Platform | Tech |
| australian_epilepsy_project | AI-Powered Epilepsy Diagnosis Platform Reducing Diagnostic Time Through Multimodal Data Processing | Healthcare |
| circle | AI-Powered Escrow Agent for Programmable Money Settlement | Finance |
| dfl_/_bundesliga | AI-Powered Fan Engagement and Content Personalization for Global Football Audiences | Media & Entertainment |
| providence | AI-Powered Fax Processing Automation for Healthcare Referrals | Healthcare |
| brex | AI-Powered Financial Assistant for Automated Expense Management | Finance |
| delivery_hero | AI-Powered Food Image Generation System at Scale | E-commerce |
| awaze | AI-Powered Fraud Detection in E-commerce Using AWS Fraud Detector | E-commerce |
| feedzai | AI-Powered Fraud Detection Using Mixture of Experts and Federated Learning | Finance |
| city_of_buenos_aires | AI-Powered Government Service Assistant with Advanced RAG and Multi-Agent Architecture | Government |
| rippling | AI-Powered GTM Data Platform with Agentic Operations | HR |
| sword_health | AI-Powered Healthcare: Building Reliable Care Agents in Production | Healthcare |
| xelix | AI-Powered Help Desk for Accounts Payable Automation | Finance |
| femmflo | AI-Powered Hormonal Health Platform Built in 8 Weeks | Healthcare |
| slack | AI-Powered Hybrid Approach for Large-Scale Test Migration from Enzyme to React Testing Library | Tech |
| promptlayer | AI-Powered Hyper-Personalized Email Campaign Automation | Tech |
| hubspot | AI-Powered Hyper-Personalized Email Marketing System | Tech |
| sun_finance | AI-Powered Identity Verification and Fraud Detection for Online Lending | Finance |
| instacart | AI-Powered Image Generation for Customizable Grocery Products | E-commerce |
| razorpay | AI-Powered Incident Investigation for Payment Infrastructure | Finance |
| incident.io | AI-Powered Incident Response System with Multi-Agent Investigation | Tech |
| allianz | AI-Powered Insurance Claims Chatbot with Continuous Feedback Loop | Insurance |
| iberdrola | AI-Powered IT Operations Management with Multi-Agent Systems | Energy |
| lexmed | AI-Powered Legal Document Analysis and Hearing Transcription for Social Security Disability Law | Legal |
| lexbe | AI-Powered Legal Document Review and Analysis Platform | Legal |
| duolingo | AI-Powered Lesson Generation System for Language Learning | Education |
| london_stock_exchange_group | AI-Powered Market Surveillance System for Financial Compliance | Finance |
| remitly | AI-Powered Marketing Compliance Automation System | Finance |
| performline | AI-Powered Marketing Compliance Monitoring at Scale | Legal |
| volkswagen | AI-Powered Marketing Content Generation and Compliance Platform at Scale | Automotive |
| clickforce | AI-Powered Marketing Intelligence Platform Accelerates Industry Analysis | Media & Entertainment |
| mowie | AI-Powered Marketing Platform for Small and Medium Businesses | E-commerce |
| flo_health | AI-Powered Medical Content Review and Revision at Scale | Healthcare |
| doordash | AI-Powered Menu Description Generation for Restaurant Platforms | E-commerce |
| ramp | AI-Powered Merchant Classification Correction Agent | Finance |
| lendi | AI-Powered Home Loan Guardian for Mortgage Refinancing | Finance |
| coinbase | AI-Powered Multi-Agent Decision Support System for Enterprise Strategic Planning | Finance |
| coinbase | AI-Powered Multi-Agent Decision Support System for Strategic Business Decisions | Finance |
| ripple | AI-Powered Multi-Agent Platform for Blockchain Operations and Log Analysis | Finance |
| amazon | AI-Powered Multi-Agent System for Global Compliance Screening at Scale | E-commerce |
| lyriclens | AI-Powered Music Lyric Analysis and Semantic Search Platform | Media & Entertainment |
| alaska_airlines | AI-Powered Natural Language Flight Search Implementation | Tech |
| coches.net | AI-Powered Natural Language Search for Vehicle Marketplace | E-commerce |
| thomson_reuters | AI-Powered .NET Application Modernization at Scale | Legal |
| swisscom | AI-Powered Network Operations Assistant with Multi-Agent RAG Architecture | Telecommunications |
| cedars_sinai | AI-Powered Neurosurgery: From Brain Tumor Classification to Surgical Planning | Healthcare |
| omada_health | AI-Powered Nutrition Guidance with Fine-Tuned Llama Models | Healthcare |
| wix | AI-Powered On-Call Assistant for Airflow Pipeline Debugging | Tech |
| honeybook | AI-Powered Onboarding Agent for Small Business CRM | Tech |
| aitropos | AI-Powered Order Taking System for Hospitality via WhatsApp | Other |
| uber | AI-Powered Performance Optimization System for Go Code | Tech |
| fitbit | AI-Powered Personal Health Coach Using Gemini Models | Healthcare |
| golden_state_warriors | AI-Powered Personalized Content Recommendations for Sports and Entertainment Venue | Media & Entertainment |
| vxceed | AI-Powered Personalized Sales Pitch Generation for CPG Loyalty Programs | Other |
| canva | AI-Powered Personalized Year-in-Review Campaign at Scale | Media & Entertainment |
| wipro_pari | AI-Powered PLC Code Generation for Industrial Automation | Automotive |
| zalando | AI-Powered Postmortem Analysis for Site Reliability Engineering | E-commerce |
| handmade.com | AI-Powered Product Description Generation for E-commerce Marketplaces | E-commerce |
| the_globe_and_mail | AI-Powered Real Estate Transaction Newsworthiness Detection System | Media & Entertainment |
| pinterest | AI-Powered Real-Time Content Moderation with Prevalence Measurement | Tech |
| duolingo | AI-Powered Regression Testing with Natural Language Test Case Generation | Education |
| rox | AI-Powered Revenue Operating System with Multi-Agent Orchestration | Tech |
| formula_1 | AI-Powered Root Cause Analysis Assistant for Race Day Operations | Automotive |
| openai | AI-Powered Sales Assistant for Go-To-Market Team Productivity | Tech |
| clay | AI-Powered Sales Intelligence and Go-to-Market Orchestration Platform | Tech |
| bynder | AI-Powered Search and Agent Automation for Digital Asset Management | Media & Entertainment |
| trellix | AI-Powered Security Operations Center with Agentic AI for Threat Detection and Response | Tech |
| mozilla | AI-Powered Security Vulnerability Detection Pipeline for Browser Hardening | Tech |
| salesforce | AI-Powered Self-Remediation Loop for Large-Scale Kubernetes Operations | Tech |
| linkedin | AI-Powered Semantic Job Search at Scale | Tech |
| qyrusai | AI-Powered Shift-Left Testing Platform with Multiple LLM Agents | Tech |
| linear | AI-Powered Similar Issues Detection for Project Management | Tech |
| linkedin | AI-Powered Skills Extraction and Mapping for the LinkedIn Skills Graph | Tech |
| salesforce | AI-Powered Slack Conversation Summarization System | Tech |
| rest | AI-Powered Sleep Coach for CBTI Protocol Delivery | Healthcare |
| propel | AI-Powered SNAP Benefits Notice Interpretation System | Government |
| indegene | AI-Powered Social Intelligence for Life Sciences | Healthcare |
| cleric_ai | AI-Powered SRE Agent for Production Infrastructure Management | Tech |
| continental | AI-Powered Supply Chain Root Cause Analysis and Investigation | Automotive |
| toyota_/_ibm | AI-Powered Supply Chain Visibility and ETA Prediction System | Automotive |
| furuno | AI-Powered Sustainable Fishing with LLM-Enhanced Domain Knowledge Integration | Other |
| espark | AI-Powered Teacher Assistant for Core Curriculum Alignment in K-5 Education | Education |
| infosys_topaz | AI-Powered Technical Help Desk for Energy Utility Field Operations | Energy |
| stride | AI-Powered Text Message-Based Healthcare Treatment Management System | Healthcare |
| ramp | AI-Powered Tour Guide for Financial Platform Navigation | Finance |
| jefferies_equities | AI-Powered Trade Assistant for Equities Trading Workflows | Finance |
| whoop | AI-Powered Transformation of AWS Support for Mission-Critical Workloads | Tech |
| inrix | AI-Powered Transportation Planning and Safety Countermeasure Visualization | Government |
| trainline | AI-Powered Travel Assistant for Rail and Coach Platform | Tech |
| expedia | AI-Powered Travel Assistant for Trip Planning and Personalization | E-commerce |
| musubi | AI-Powered Trust and Safety Toolkit with Custom Model Training and Adaptive Moderation | Tech |
| toyota | AI-Powered Vehicle Information Platform for Dealership Sales Support | Automotive |
| accenture | AI-Powered Video Analysis and Highlight Generation Platform | Media & Entertainment |
| cires21 | AI-Powered Video Workflow Orchestration Platform for Broadcasting | Media & Entertainment |
| perk | AI-Powered Voice Agents for Proactive Hotel Payment Verification | Tech |
| github | AI-Powered Vulnerability Triage Using GitHub Security Lab Taskflow Agent | Tech |
| halliburton | AI-Powered Workflow Assistant for Seismic Data Processing | Energy |
| vanguard | AI-Ready Data Infrastructure for Conversational Financial Analytics | Finance |
| showme | AI Sales Representatives for Inbound Lead Conversion | Tech |
| cleric | AI SRE Agents for Production System Diagnostics | Tech |
| cleric_ai | AI SRE System with Continuous Learning for Production Issue Investigation | Tech |
| swedish_tax_authority | AI Strategy and LLM Application Development in Swedish Public Sector | Government |
| anthropic | Architecture and Production Patterns of Autonomous Coding Agents | Tech |
| outropy | Architecture Patterns for Production AI Systems: Lessons from Building and Failing with Generative AI Products | Tech |
| nubank | AskNu: RAG-Based Employee Knowledge Management System | Finance |
| adyen | Augmented Unit Test Generation Using LLMs | Finance |
| google | Auto-generated Document Summaries Using Abstractive Summarization | Tech |
| edmunds | Auto-Moderating Car Dealer Reviews with GenAI | Automotive |
| quotient_ai | Automated Agent Improvement Through Production Telemetry and Reinforcement Learning | Tech |
| fiege | Automated Carrier Claims Management Using AI Agents | Tech |
| abbvie | Automated Clinical Document Generation Platform for Pharmaceutical R&D | Healthcare |
| faire | Automated Code Reviews with LLMs | E-commerce |
| condé_nast | Automated Contract Processing and Rights Analysis Using Multi-Model LLM Pipeline | Media & Entertainment |
| nvidia | Automated CVE Analysis and Remediation Using Event-Driven RAG and AI Agents | Tech |
| realtime | Automated Data Journalism Platform Using LLMs for Real-time News Generation | Media & Entertainment |
| parameta | Automated Email Triage System Using Amazon Bedrock Flows | Finance |
| gardenia_technologies | Automated ESG Reporting with Agentic AI for Enterprise Sustainability Compliance | Consulting |
| slack | Automated Evaluation Framework for LLM-Powered Features | Tech |
| nvidia | Automated GPU Kernel Generation Using LLMs and Inference-Time Scaling | Tech |
| wvu_medicine | Automated HCC Code Extraction from Clinical Notes Using Healthcare NLP | Healthcare |
| ebay | Automated Image Generation for E-commerce Categories Using Multimodal LLMs | E-commerce |
| picnic | Automated Inventory Counting with Multimodal LLMs in Grocery Fulfillment | E-commerce |
| doordash | Automated Knowledge Base Enhancement Using LLMs and Clustering for Customer Support | Tech |
| echo_ai | Automated LLM Evaluation and Quality Monitoring in Customer Support Analytics | Tech |
| instacart | Automated LLM Evaluation Framework for Customer Support Chatbots | E-commerce |
| jetblue | Automated LLM Pipeline Optimization with DSPy for Multi-Stage Agent Development | Other |
| palo_alto_networks | Automated Log Classification System for Device Security Infrastructure | Tech |
| john_snow_labs | Automated Medical Literature Review System Using Domain-Specific LLMs | Healthcare |
| asknews | Automated News Analysis and Bias Detection Platform | Media & Entertainment |
| uber | Automated Performance Optimization with GenAI-Powered Code Analysis | Tech |
| delivery_hero | Automated Product Attribute Extraction and Title Standardization Using Agentic AI | E-commerce |
| shopify | Automated Product Classification and Attribute Extraction Using Vision LLMs | E-commerce |
| yuewen_group | Automated Prompt Optimization for Intelligent Text Processing using Amazon Bedrock | Media & Entertainment |
| pwc | Automated Reasoning Checks in Amazon Bedrock Guardrails for Responsible AI Deployment | Consulting |
| linkedin | Automated Search Quality Evaluation Using LLMs for Typeahead Suggestions | Tech |
| vsl_labs | Automated Sign Language Translation Using Large Language Models | Tech |
| blueprint_ai | Automated Software Development Insights and Communication Platform | Tech |
| wsc_sport | Automated Sports Commentary Generation using LLMs | Media & Entertainment |
| netflix | Automated Synopsis Generation Pipeline with Human-in-the-Loop Quality Control | Media & Entertainment |
| duolingo | Automated Unit Test Generation Pipeline for iOS Using LLMs | Education |
| meta | Automated Unit Test Improvement Using LLMs for Android Applications | Tech |
| commbank | Automating AWS Well-Architected Reviews at Scale with GenAI | Finance |
| wix | Automating Code Sample Updates with LLMs for Technical Documentation | Tech |
| pycon | Automating Community Conference Operations with AI Coding Agents | Tech |
| various | Automating Enterprise Workflows with Foundation Models in Healthcare | Healthcare |
| orizon | Automating Healthcare Documentation and Rule Management with GenAI | Healthcare |
| hasura_/_promptql | Automating Healthcare Procedure Code Selection Through Domain-Specific LLM Platform | Healthcare |
| olx | Automating Job Role Extraction Using Prosus AI Assistant in Production | E-commerce |
| ddi | Automating Leadership Assessment Using GenAI and LLM Operations | HR |
| doordash | Automating Merchant Onboarding with Reinforcement Learning | E-commerce |
| canva | Automating Post Incident Review Summaries with GPT-4 | Tech |
| riskspan | Automating Private Credit Deal Analysis with LLMs and RAG | Finance |
| heidelberg_university | Automating Radiology Report Generation with Fine-tuned LLMs | Healthcare |
| bmw | Automating Root Cause Analysis Using Amazon Bedrock Agents | Automotive |
| thumbtack | Automating Search Engine Marketing Ad Generation with Multi-Stage LLM Pipeline | Tech |
| wayfair | Automating Supplier Ticket Management with LLM Agents | E-commerce |
| assembled | Automating Test Generation with LLMs at Scale | Tech |
| fanatics_collectibles | Automating Trading Card Copywriting with Multi-Agent Generative AI | Media & Entertainment |
| transperfect | Automating Translation Workflows with LLMs for Post-Editing and Transcreation | Tech |
| mediaradar_|_vivvix | Automating Video Ad Classification with GenAI | Media & Entertainment |
| uk_metoffice | Automating Weather Forecast Text Generation Using Fine-Tuned Vision-Language Models | Government |
| notion | Automating Workflows with AI Agents Across the Organization | Tech |
| meta | Autonomous AI Agent for End-to-End ML Experimentation in Ads Ranking | Tech |
| eightfold | Autonomous AI Agents for Accelerating WCAG Accessibility Compliance | HR |
| brex | Autonomous AI Agents for Engineering Tasks with Closed-Loop Feedback Systems | Tech |
| basis | Autonomous Bug Investigation and Resolution Agent | Tech |
| spotify | Autonomous Codebase Migration at Scale Using LLM-Powered Agents | Media & Entertainment |
| replit | Autonomous Coding Agent Evolution: From Short-Burst to Extended Runtime Operations | Tech |
| factory | Autonomous Multi-Agent System for Complex Software Development | Tech |
| cara | Autonomous Multi-Phase Software Architecture Execution with LLM Agents | Healthcare |
| british_telecom | Autonomous Network Operations Using Agentic AI | Telecommunications |
| pinterest | Autonomous Observability with AI Agents and Model Context Protocol | Tech |
| posthog | Autonomous PR Generation from Observability Data | Tech |
| cursor | Autonomous Security Agents for Continuous Vulnerability Detection and Remediation | Tech |
| wiz | Autonomous Security Investigation Agent at Scale | Tech |
| wix | Autonomous Self-Healing System for Bug Resolution | Tech |
| samsung | Autonomous Semiconductor Manufacturing with Multi-Modal LLMs and Reinforcement Learning | Tech |
| devin | Autonomous Software Development Agent for Production Code Generation | Tech |
| factory.ai | Autonomous Software Development Using Multi-Model LLM System with Advanced Planning and Tool Integration | Tech |
| fuzzylabs | Autonomous SRE Agent for Cloud Infrastructure Monitoring Using FastMCP | Tech |
| microsoft | Avoiding Unearned Complexity in Production LLM Systems | Tech |
| outerbounds_/_aws | AWS Trainium & Metaflow: Democratizing Large-Scale ML Training Through Infrastructure Evolution | Tech |
| spotify | Background Coding Agents for Large-Scale Dataset Migrations | Media & Entertainment |
| spotify | Background Coding Agents for Large-Scale Software Maintenance and Migrations | Media & Entertainment |
| spotify | Background Coding Agents with Strong Feedback Loops for Large-Scale Code Transformations | Media & Entertainment |
| bismuth | Benchmarking AI Agents for Software Bug Detection and Maintenance Tasks | Tech |
| ramp | Benchmarking and Optimizing AI Agents for Accounting Automation | Finance |
| instacart | BERT-Based Sequence Models for Contextual Product Recommendations | E-commerce |
| microsoft | Best Practices for AI Agent Development and Deployment | Tech |
| prefect | Best Practices for Building Production-Grade MCP Servers for AI Agents | Tech |
| moonhub | Best Practices for Implementing LLMs in High-Stakes Applications | Healthcare |
| humanloop | Best Practices for LLM Production Deployments: Evaluation, Prompt Management, and Fine-tuning | Tech |
| ibs_software | Bilingual Named Entity Recognition for Cargo Logistics Using Model Distillation | Other |
| various | Blueprint for Scalable and Reliable Enterprise LLM Systems | Tech |
| github | BM25 vs Vector Search for Large-Scale Code Repository Search | Tech |
| booking.com | GenAI Agent for Partner-Guest Messaging Automation | E-commerce |
| booking | GenAI Agent for Partner-Guest Messaging in Travel Accommodation | E-commerce |
| box | From Simple RAG to Multi-Agent Architecture for Document Data Extraction | Tech |
| box | Enterprise Data Extraction Evolution from Simple RAG to Multi-Agent Architecture | Tech |
| doordash | Bridging Behavioral Silos in Multi-Vertical Recommendations with LLMs | E-commerce |
| dust | Build vs. Buy AI Agents: Enterprise Deployment Lessons from 1,000+ Companies | Tech |
| autoscout24 | Building a Bot Factory: Standardizing AI Agent Development with Multi-Agent Architecture | Automotive |
| adobe | Building a Centralized AI-Powered Developer Support System Using RAG | Tech |
| mnp | Building a Client-Focused Financial Services Platform with RAG and Foundation Models | Finance |
| doordash | Building a Collaborative Multi-Agent AI Ecosystem for Enterprise Knowledge Access | Tech |
| amazon | Building a Commonsense Knowledge Graph for E-commerce Product Recommendations | E-commerce |
| perplexity | Building a Complex AI Answer Engine with Multi-Step Reasoning | Tech |
| qualtrics | Building a Comprehensive AI Platform with SageMaker and Bedrock for Experience Management | Tech |
| hostinger | Building a Comprehensive LLM Evaluation Framework with BrainTrust Integration | Tech |
| swiggy | Building a Comprehensive LLM Platform for Food Delivery Services | E-commerce |
| includedhealth | Building a Comprehensive LLM Platform for Healthcare Applications | Healthcare |
| vectorize | Building a Context-Aware AI Assistant with RAG for Developer Support | Tech |
| linear | Building a Conversational AI Agent for Slack Integration | Tech |
| olx | Building a Conversational Shopping Assistant with Multi-Modal Search and Agent Architecture | E-commerce |
| ramp | Building a Custom Background Coding Agent for Production Software Development | Finance |
| ramp | Building a Custom Background Coding Agent with Cloud-Based Sandboxes | Finance |
| databricks | Building a Custom LLM for Automated Documentation Generation | Tech |
| grab | Building a Custom Vision LLM for Document Processing at Scale | Tech |
| elastic | Building a Customer Support AI Assistant: From PoC to Production | Tech |
| alibaba | Building a Data-Centric Multi-Agent Platform for Enterprise AI | Tech |
| grammarly | Building a Delicate Text Detection System for Content Safety | Tech |
| unspecified_client | Building a Financial Data RAG System: Lessons from Search-First Architecture | Finance |
| doordash | Building a Food Delivery Product Knowledge Graph with LLMs | E-commerce |
| humanloop | Building a Foundation Model Operations Platform | Tech |
| ramp | Building a Full-Context Background Coding Agent with Sandboxed Development Environments | Finance |
| software_factory | Building a Fully Autonomous Software Factory with AI Agents | Tech |
| browserbase | Building a Generalized Internal Agent with Sandboxed Execution and Credential Brokering | Tech |
| slack | Building a Generic Recommender System API with Privacy-First Design | Tech |
| shopify | Building a Global Product Catalogue with Multimodal LLMs at Scale | E-commerce |
| northwestern_mutual | Building a Gradual, Trust-Focused GenBI Agent for Enterprise Data Democratization | Finance |
| doordash | Building a Guardrail System for LLM-based Menu Transcription | E-commerce |
| owkin | Building a Healthcare Copilot for Biology and Life Science Research | Healthcare |
| airtable | Building a High-Quality Q&A Assistant for Database Research | Tech |
| dust.tt | Building a Horizontal Enterprise Agent Platform with Infrastructure-First Approach | Tech |
| roblox | Building a Hybrid Cloud AI Infrastructure for Large-Scale ML Inference | Media & Entertainment |
| ifood | Building a Hyper-Personalized Food Ordering Agent for E-commerce at Scale | E-commerce |
| stack_overflow | Building a Knowledge as a Service Platform with LLMs and Developer Community Data | Tech |
| hp | Building a Knowledge Base Chatbot for Data Team Support Using RAG | Tech |
| linkedin | Building a Large-Scale AI Recruiting Assistant with Experiential Memory | HR |
| github | Building a Low-Latency Global Code Completion Service | Tech |
| langchain | Building a Memory System for No-Code Agent Development | Tech |
| prudential | Building a Microservices-Based Multi-Agent Platform for Financial Advisors | Insurance |
| hansard | Building a Modern Search Engine for Parliamentary Records with RAG Capabilities | Government |
| langchain | Multi-Step GTM Agent for Sales Lead Processing and Account Intelligence | Tech |
| komodo_health | Building a Multi-Agent Healthcare Analytics Assistant with LLM-Powered Natural Language Queries | Healthcare |
| deutsche_telekom | Building a Multi-Agent LLM Platform for Customer Service Automation | Telecommunications |
| anthropic | Building a Multi-Agent Research System for Complex Information Tasks | Tech |
| quora | Building a Multi-Model AI Platform and Agent Marketplace | Tech |
| openrouter | Building a Multi-Model LLM API Marketplace and Infrastructure Platform | Tech |
| openrouter | Building a Multi-Model LLM Marketplace and Routing Platform | Tech |
| grab | Building a Multi-Provider GenAI Gateway for Enterprise-Scale LLM Access | Tech |
| vellum | Building a Natural Language Agent Builder with Comprehensive LLMOps Practices | Tech |
| ramp | Building a Natural Language Business Intelligence Interface with MCP | Finance |
| ramp | Building a Natural Language Interface to Business Spend Data via MCP and SQL | Finance |
| cursor | Building a Next-Generation AI-Enhanced Code Editor with Real-Time Inference | Tech |
| cursor | Building a Next-Generation AI-Powered Code Editor | Tech |
| software_factory | Building a Notion-Style Note-Taking App with AI Agents and Automated Software Development | Tech |
| medable | Building a Platform for Agentic AI in Clinical Trial Operations | Healthcare |
| anthropic | Building a Privacy-Preserving LLM Usage Analytics System (Clio) | Tech |
| decagon | Building a Production AI Agent System for Customer Support | Tech |
| doordash | Building a Production AI Code Review Agent with High Engineer Acceptance | Tech |
| tiger_data | Building a Production AI Slack Bot with Pydantic AI and Logfire | Tech |
| meta | Building a Production AI Translation and Lip-Sync System at Scale | Media & Entertainment |
| cursor | Building a Production Coding Agent Model with Speed and Intelligence | Tech |
| openai | Building a Production Data Agent for 90,000 Tables at Scale | Tech |
| nfl | Building a Production Fantasy Football AI Assistant in 8 Weeks | Media & Entertainment |
| shortwave | Building a Production-Grade Email AI Assistant Using RAG and Multi-Stage Retrieval | Tech |
| elastic | Building a Production-Grade GenAI Customer Support Assistant with Comprehensive Observability | Tech |
| perplexity | Building a Production-Grade LLM Orchestration System for Conversational Search | Tech |
| whatnot | Building a Production LLM Platform for Live Shopping and Trust & Safety | E-commerce |
| hugging_face | Building a Production MCP Server for AI Assistant Integration | Tech |
| pinterest | Building a Production Model Context Protocol (MCP) Ecosystem for AI Agents | Tech |
| elastic | Building a Production RAG-based Customer Support Assistant with Elasticsearch | Tech |
| vespa | Building a Production RAG-Based Slackbot for Developer Support | Tech |
| core_marine | Building a Production RAG System for Technical Document Search with Local LLMs | Energy |
| realchar | Building a Production-Ready AI Phone Call Assistant with Multi-Modal Processing | Tech |
| microsoft | Building a Production-Ready Business Analytics Assistant with ChatGPT | Tech |
| devcycle | Building a Production-Ready MCP Server for AI Agents to Manage Feature Flags | Tech |
| replit | Building a Production-Ready Multi-Agent Coding Assistant | Tech |
| linkedin | Building a Production Text-to-SQL Assistant with Multi-Agent Architecture | Tech |
| intercom | Building a Production Voice AI Agent for Customer Support in 100 Days | Tech |
| appfolio | Building a Property Management AI Copilot with LangGraph and LangSmith | Tech |
| agoda | Building a Property Question-Answering Chatbot to Replace 8-Hour Email Responses with Instant AI-Powered Answers | E-commerce |
| shopify | Building a Public AI Agent Workspace for Organizational Learning | E-commerce |
| fiddler | Building a RAG-Based Documentation Chatbot: Lessons from Fiddler's LLMOps Journey | Tech |
| verisk | Building a RAG-Based Premium Audit Assistant for Insurance Workflows | Insurance |
| trainingracademy | Building a RAG System for Cybersecurity Research and Reporting | Tech |
| datadog | Building a Real-World Evaluation Platform for Autonomous SRE Agents | Tech |
| tradestack | Building a Reliable AI Quote Generation Assistant with LangGraph | Finance |
| airtable | Building a Resilient Embedding System for Semantic Search | Tech |
| zectonal | Building a Rust-Based AI Agentic Framework for Multimodal Data Quality Monitoring | Tech |
| notion | Building a Scalable AI Feature Evaluation System | Tech |
| fastmind | Building a Scalable Chatbot Platform with Edge Computing and Multi-Layer Security | Tech |
| jockey | Building a Scalable Conversational Video Agent with LangGraph and Twelve Labs APIs | Media & Entertainment |
| mercado_libre | Building a Scalable LLM Gateway for E-commerce Recommendations | E-commerce |
| autodesk | Building a Scalable ML Platform with Metaflow for Distributed LLM Training | Tech |
| malt | Building a Scalable Retriever-Ranker Architecture: Malt's Journey with Vector Databases and LLM-Powered Freelancer Matching | Tech |
| exa.ai | Building a Search Engine for AI Agents: Infrastructure, Product Development, and Production Deployment | Tech |
| untold_studios | Building a Secure AI Assistant for Visual Effects Artists Using Amazon Bedrock | Media & Entertainment |
| wealthsimple | Building a Secure and Scalable LLM Gateway for Enterprise GenAI Adoption | Finance |
| wealthsimple | Building a Secure and Scalable LLM Gateway for Financial Services | Finance |
| payu | Building a Secure Enterprise AI Assistant with Amazon Bedrock for Financial Services | Finance |
| hexagon | Building a Secure Enterprise AI Assistant with RAG and Custom Infrastructure | Tech |
| grab | Building a Secure Kubernetes Platform for Autonomous AI Agents | Tech |
| software_factory | Building a Self-Healing Software Factory with AI Agents | Tech |
| zeb | Building a Self-Service Data Analytics Platform with Generative AI and RAG | Tech |
| dropbox | Building a Silicon Brain for Universal Enterprise Search | Tech |
| software_factory | Building a Software Factory with AI Agents and Automation Loops | Tech |
| cursor | Building a Software Factory with AI Agents at Scale | Tech |
| coursera | Building a Structured AI Evaluation Framework for Educational Tools | Education |
| coda | Building a Systematic LLM Evaluation Framework from Scratch | Tech |
| propel | Building a Systematic SNAP Benefits LLM Evaluation Framework | Government |
| arcade_ai | Building a Tool Calling Platform for LLM Agents | Tech |
| mongodb | Building a Unified Data Platform with Gen AI and ODL Integration | Tech |
| karrot | Building a Unified GenAI Platform for Hundreds of Production Use Cases | Tech |
| dropbox | Building a Universal Search Product with RAG and AI Agents | Tech |
| vimeo | Building a Video Q&A System with RAG and Speaker Detection | Media & Entertainment |
| craft | Building a Visual Agentic Tool for AI-First Workflow Transformation | Tech |
| weights_&_biases | Building a Voice Assistant from Open Source LLMs: A Home Project Case Study | Tech |
| weights_&_biases | Building a Voice Assistant with Open Source LLMs: From Demo to Production | Tech |
| daytona | Building Agent-Native Infrastructure for Autonomous AI Development | Tech |
| grafana | Building Agentic AI Assistant for Observability Platform | Tech |
| ramp | Building Agentic Spreadsheet Automation from Process Mining to Production | Finance |
| instacart | Building Agentic Workflows with Temporal for Data Infrastructure at Scale | E-commerce |
| zipline | Building Agents for High-Stakes Production Systems with Feature Platform Infrastructure | Tech |
| mercari | Building AI Assist: LLM Integration for E-commerce Product Listings | E-commerce |
| cursor | Building AI-Assisted Development at Scale with Cursor | Tech |
| cognee | Building AI Memory Layers with File-Based Vector Storage and Knowledge Graphs | Tech |
| delphi_/_seam_ai_/_apisec | Building AI-Native Platforms: Agentic Systems, Infrastructure Evolution, and Production LLM Deployment | Tech |
| stack_overflow | Building AI Products at Stack Overflow: From Conversational Search to Technical Benchmarking | Tech |
| ifood | Building ISO: A Hyperpersonalized AI Food Ordering Agent for Millions of Users | E-commerce |
| alyx | Building Alex: An Agent-First AI Engineering Assistant with Production-Grade LLMOps | Tech |
| loblaws | Building Alfred: Production-Ready Agentic Orchestration Layer for E-commerce | E-commerce |
| arize_ai | Building Alex: An AI Agent for LLM Observability and Debugging | Tech |
| doctolib | Building an Agentic AI System for Healthcare Support Using LangGraph | Healthcare |
| qovery | Building an Agentic DevOps Copilot for Infrastructure Automation | Tech |
| salesforce | Building an Agentic Enterprise with AI Agents in Production | Tech |
| rechat | Building an AI Agent for Real Estate with Systematic Evaluation Framework | Other |
| abundly.ai | Building an AI Agent Platform for Enterprise Automation and Collaboration | Tech |
| manus | Building an AI Agent Platform with Cloud-Based Virtual Machines and Extended Context | Tech |
| deliveryhero | Building an AI API Gateway for Streamlined GenAI Service Development | E-commerce |
| babbel | Building an AI-Assisted Content Creation Platform for Language Learning | Education |
| chime | Building an AI Financial Co-Pilot with Compliance-Driven Evaluation | Finance |
| datastax | Building an AI-Generated Movie Quiz Game with RAG and Real-Time Multiplayer | Media & Entertainment |
| linkedin | Building an AI Hiring Assistant with Agentic LLMs | HR |
| twilio | Building an AI Innovation Team and Platform with Safeguards at Scale | Telecommunications |
| product_talk | Building an AI Interview Coach for Product Discovery Training | Education |
| casetext | Building an AI Legal Assistant: From Early Testing to Production Deployment | Legal |
| the_browser_company | Building an AI-Native Browser with Integrated LLM Tools and Evaluation Systems | Tech |
| cursor | Building an AI-Native Code Editor in a Competitive Market | Tech |
| kilo | Building an AI-Native Development Platform at Scale | Tech |
| reforge | Building an AI-Powered Browser Extension for Product Documentation with RAG and Chain-of-Thought | Education |
| ghostwriter | Building an AI-Powered Email Writing Assistant with Personalized Style Matching | Tech |
| vimeo | Building an AI-Powered Help Desk with RAG and Model Evaluation | Media & Entertainment |
| cursor | Building an AI-Powered IDE at Scale: Architectural Deep Dive | Tech |
| product_talk | Building an AI-Powered Interview Coach with Comprehensive Evaluation Framework | Education |
| duolingo | Building an AI-Powered Slack Agent with MCP Standardization | Education |
| lovable | Building an AI-Powered Software Development Platform with Multiple LLM Integration | Tech |
| twin_sun | Building an AI-Powered Software Factory with Autonomous Code Generation and Review | Tech |
| nubank | Building an AI Private Banker with Agentic Systems for Customer Service and Financial Operations | Finance |
| alice | Building an AI Sales Development Representative with Advanced RAG Knowledge Base | Tech |
| harvard | Building an AI Teaching Assistant: ChatLTV at Harvard Business School | Education |
| clipping | Building an AI Tutor with Enhanced LLM Accuracy Through Knowledge Base Integration | Education |
| airtable | Building an Asynchronous Event-Driven Agentic Framework for AI-Powered App Building | Tech |
| meta | Building an Autonomous AI Analytics Agent for Enterprise Data Analysis | Tech |
| devin | Building an Autonomous AI Software Engineer with Multi-Turn RL and Codebase Understanding | Tech |
| datadog | Building an Autonomous AI SRE Agent for Production Incident Investigation | Tech |
| software_factory | Building an Autonomous Software Factory for Notion-like Application Development | Tech |
| cloudflare | Building an Enterprise AI Engineering Stack with Internal Agents and MCP Infrastructure | Tech |
| toqan | Building an Enterprise AI Productivity Platform: From Slack Bot to Integrated AI Workforce | Tech |
| factset | Building an Enterprise GenAI Platform with Standardized LLMOps Framework | Finance |
| linkedin | Building an Enterprise-Grade AI Agent for Recruiting at Scale | HR |
| doordash | Building an Enterprise LLMOps Stack: Lessons from Doordash | E-commerce |
| elastic | Building an Enterprise RAG-based AI Assistant with Vector Search and LLM Integration | Tech |
| adp | Building an Enterprise-Wide Generative AI Platform for HR and Payroll Services | HR |
| monday | Building an Evaluation-First Development Strategy for AI Service Agents | Tech |
| salesforce | Building an Event Assistant Agent in 5 Days with Agentforce and Data Cloud RAG | Tech |
| ramp | Building an Internal Background Coding Agent with Full Development Environment Integration | Finance |
| grab | Building an Internal ChatGPT for Enterprise: From Failed Support Bot to Company-Wide AI Tool | Tech |
| grab | Building an Internal ChatGPT-like Tool for Enterprise-wide AI Access | Tech |
| ramp | Building an Interpretability Playground with Activation Steering | Tech |
| stripe | Building an LLM-Powered Support Response System | Finance |
| healthinsurancellm | Building an On-Premise Health Insurance Appeals Generation System | Healthcare |
| microsoft | Building Analytics Applications with LLMs for E-commerce Review Analysis | E-commerce |
| propel | Building and Automating Comprehensive LLM Evaluation Framework for SNAP Benefits | Government |
| airtop | Building and Debugging Web Automation Agents with LangChain Ecosystem | Tech |
| replit | Building and Deploying a Code Generation LLM at Scale | Tech |
| anthropic | Building and Deploying a Pokemon-Playing LLM Agent at Anthropic | Tech |
| unify | Building and Deploying AI Agents for Account Qualification | Tech |
| figma | Building and Deploying AI-Powered Visual and Semantic Search in Design Tools | Tech |
| incident.io | Building and Deploying an AI-Powered Incident Summary Generator | Tech |
| daily.dev | Building and Deploying an Organization-Wide AI Agent with Production Security Challenges | Tech |
| cognition | Building and Deploying Background Coding Agents at Scale | Tech |
| mistral | Building and Deploying Enterprise-Grade LLMs: Lessons from Mistral | Tech |
| linkedin | Building and Deploying Large Language Models for Skills Extraction at Scale | Tech |
| asterrave | Building and Deploying Production AI Agents for Enterprise Data Analysis | Tech |
| cognition | Building and Deploying Production Cloud Agents for Software Engineering | Tech |
| ellipsis | Building and Deploying Production LLM Code Review Agents: Architecture and Best Practices | Tech |
| petercat.ai | Building and Deploying Repository-Specific AI Assistants for GitHub | Tech |
| openai | Building and Deploying the Codex App: A Multi-Agent AI Development Environment | Tech |
| aiera | Building and Evaluating a Financial Earnings Call Summarization System | Finance |
| vira_health | Building and Evaluating a RAG-based Menopause Information Chatbot | Healthcare |
| maia | Building and Evaluating Maya: An AI-Powered Data Pipeline Generation System | Tech |
| google_deepmind | Building and Evaluating Production AI Agents: From Function Calling to Complex Multi-Agent Systems | Tech |
| nomore_engineering | Building and Evaluating Production Voice Agents: From Custom Infrastructure to Platform Solutions | Healthcare |
| shopify | Building and Evaluating Sidekick: A Production Agent for E-commerce Merchants | E-commerce |
| linkedin | Building and Evolving a Production GenAI Application Stack | Tech |
| thumbtack | Building and Implementing a Company-Wide GenAI Strategy | Tech |
| nearpod | Building and Managing Production Agents with Testing and Evaluation Infrastructure | Education |
| adobe | Building and Managing Taxonomies for Effective AI Systems | Tech |
| anthropic | Building and Operating a CLI-Based LLM Coding Assistant | Tech |
| cursor | Building and Operating Agentic AI Coding Products at Scale with Temporal | Tech |
| cloudquery | Building and Operating an MCP Server for LLM-Powered Cloud Infrastructure Queries | Tech |
| vercel | Building and Operating Production AI Agents at Scale with Vercel's Agent Orchestration Platform | Tech |
| ellipsis | Building and Operating Production LLM Agents: Lessons from the Trenches | Tech |
| hdi | Building and Optimizing a RAG-based Customer Service Chatbot | Insurance |
| weights_&_biases | Building and Optimizing AI Programming Agents with MLOps Infrastructure at Scale | Tech |
| crewai | Building and Orchestrating Multi-Agent Systems at Scale with CrewAI | Tech |
| pulsemcp | Building and Pricing a Commercial MCP Server for Documentation Search | Tech |
| linkedin | Building and Scaling a Production Generative AI Assistant for Professional Networking | Tech |
| github | Building and Scaling a Production MCP Server for Developer Tooling | Tech |
| datadog | Building and Scaling AI Agents in Production for DevSecOps Automation | Tech |
| github | Building and Scaling AI-Powered Password Detection in Production | Tech |
| figma | Building and Scaling AI-Powered Visual Search Infrastructure | Tech |
| anthropic | Building and Scaling an AI Coding Agent Through Rapid Iteration and User Feedback | Tech |
| instacart | Building and Scaling an Enterprise AI Assistant with GPT Models | E-commerce |
| honeycomb | Building and Scaling an LLM-Powered Query Assistant in Production | Tech |
| openai | Building and Scaling Codex: OpenAI's Production Coding Agent | Tech |
| thoughtly_/_gladia | Building and Scaling Conversational Voice AI Agents for Enterprise Go-to-Market | Tech |
| various | Building and Scaling Enterprise LLMOps Platforms: From Team Topology to Production | Tech |
| github | Building and Scaling GitHub Copilot: From Prototype to Enterprise AI Coding Assistant | Tech |
| discord | Building and Scaling LLM Applications at Discord | Tech |
| opengov | Building and Scaling OG Assist: An AI Agent Platform for Government ERP Software | Government |
| replit | Building and Scaling Production Code Agents: Lessons from Replit | Tech |
| salesforce | Building and Scaling Production-Ready AI Agents: Lessons from Agent Force | Tech |
| black_forest_labs | Building and Scaling Visual Intelligence Models from Research to Production | Tech |
| openai | Building and Shipping Codex: An AI-Powered Coding Agent Platform | Tech |
| leboncoin | Building and Sunsetting Ada: An Internal LLM-Powered Chatbot Assistant | E-commerce |
| google | Building and Testing a Production LLM-Powered Quiz Application | Education |
| circleci | Building and Testing Production AI Applications at CircleCI | Tech |
| openpipe | Building ART·E: Reinforcement Learning for Email Search Agent Development | Tech |
| microsoft | Building Ask Learn: A Large-Scale RAG-Based Knowledge Service for Azure Documentation | Tech |
| anthropic | Building Claude Code: Scaling AI-Powered Development from Terminal Prototype to Production | Tech |
| cursor | Building Cursor Composer: A Fast, Intelligent Agent-Based Coding Model with Reinforcement Learning | Tech |
| notion | Building Custom Agents at Scale: Notion's Multi-Year Journey to Production-Ready Agentic Workflows | Tech |
| anterior | Building Custom AI Review Dashboards for Production LLM Monitoring | Healthcare |
| harvey | Building Custom Cloud Agent Infrastructure for Legal AI at Scale | Legal |
| granola | Building Custom Tracing Tools and Development Infrastructure for AI-Powered Meeting Notes | Tech |
| dovetail | Building Customer Intelligence MCP Server for AI Agent Integration | Tech |
| google_deepmind | Building Deep Research: A Production AI Research Assistant Agent | Tech |
| notius_labs | Building Domain-Native AI Organizations: A Framework for Leveraging Expertise in Vertical AI | Tech |
| humanlayer | Building Durable and Reliable AI Agents at Scale with Dapr Workflows | Tech |
| stripe | Building Economic Infrastructure for AI with Foundation Models and Agentic Commerce | Finance |
| anthropic | Building Effective Agents: Practical Framework and Design Principles | Tech |
| coinbase | Building Enterprise AI Agents with Code-First Approach for Trust and Auditability | Finance |
| windsurf | Building Enterprise AI-Powered Software Engineering Tools with Multi-Modal Agent Architecture | Tech |
| coinbase | Building Enterprise-Grade GenAI Platform with Multi-Cloud Architecture | Finance |
| windsurf | Building Enterprise-Ready AI Development Infrastructure from Day One | Tech |
| rakuten | Building Enterprise-Scale AI Applications with LangChain and LangSmith | E-commerce |
| wix | Building Eval Forge: A Comprehensive AI Agent Testing and Monitoring Platform | Tech |
| arize | Building Evaluation Frameworks for AI Product Managers: A Workshop on Production LLM Testing | Tech |
| sword_health | Building Evaluation Systems for AI-Powered Healthcare at Scale | Healthcare |
| zillow | Building Fair Housing Guardrails for Real Estate LLMs: Zillow's Multi-Strategy Approach to Preventing Discrimination | Other |
| tzafon | Building Foundation Models for Computer Use Agents | Tech |
| langchain | Building Full-Text Search for Agent Traces with Custom Inverted Index on Object Storage | Tech |
| replit | Building Fully Autonomous Coding Agents for Non-Technical Users | Tech |
| google_deepmind | Building Gemini Deep Research: An Agentic Research Assistant with Custom-Tuned Models | Tech |
| langchain_/_arcade | Building General Purpose AI Agents with Agent Harnesses and Tool Runtimes | Tech |
| github | Building GitHub Copilot: Working with OpenAI's LLMs in Production | Tech |
| faber_labs | Building Goal-Oriented Retrieval Agents for Low-Latency Recommendations at Scale | E-commerce |
| roche_diagnostics_/_john_snow_labs | Building Healthcare-Specific LLM Pipelines for Oncology Patient Timelines | Healthcare |
| uber | Building Internal AI Agent Infrastructure for Software Development at Scale | Tech |
| wealthsimple | Building Internal LLM Tools with Security and Privacy Focus | Finance |
| openai | Building Kepler: An AI Data Analyst Agent for Internal Data Exploration | Tech |
| linkedin | Building LinkedIn's First Production Agent: Hiring Assistant Platform and Architecture | HR |
| elyos_ai | Building Low-Latency Voice AI Agents for Home Services | Tech |
| gradient_labs | Building Low-Latency Voice AI Agents with Workflow Orchestration Trade-offs | Finance |
| bell | Building Modular and Scalable RAG Systems with Hybrid Batch/Incremental Processing | Telecommunications |
| electrolux | Building Multi-Agent AI Systems for Developer Support and Infrastructure Operations | Tech |
| deepsense | Building Multi-Agent Systems with MCP and Pydantic AI for Document Processing | Tech |
| boundary | Building Multilingual AI Agents with Translation Pipelines | Tech |
| union | Building Observable, Debuggable, and Durable Agentic Systems with Orchestration | Tech |
| netguru | Building Omega: A Multi-Agent Sales Assistant Embedded in Slack | Tech |
| cline | Building Open-Source RL Environments from Real-World Coding Tasks for Model Training | Tech |
| bud_financial_/_scotts_miracle-gro | Building Personalized Financial and Gardening Experiences with LLMs | Finance |
| pi | Building Pi: A Minimal, Extensible Coding Agent Framework | Tech |
| ebay | Building Price Prediction and Similar Item Search Models for E-commerce | E-commerce |
| various | Building Product Copilots: Engineering Challenges and Best Practices | Tech |
| anthropic_/_various | Building Production Agent Infrastructure with Claude Managed Agents | Tech |
| wex | Building Production Agentic AI Systems for IT Operations and Support Automation | Finance |
| anthropic | Building Production Agentic Systems with Platform-Level LLMOps Features | Tech |
| anthropic | Building Production AI Agent Infrastructure at Scale with Claude Managed Agents | Tech |
| vercel | Building Production AI Agents and Agentic Platforms at Scale | Tech |
| block | Building Production AI Agents at Scale with Temporal and KGoose | Finance |
| prosus | Building Production AI Agents for E-commerce and Food Delivery at Scale | E-commerce |
| rippling | Building Production AI Agents for Enterprise HR, IT, and Finance Platform | HR |
| vercel | Building and Scaling Internal Data Agents and AI-Powered Frontend Development Tools | Tech |
| anthropic | Building Production AI Agents: Lessons from Claude Code and Enterprise Deployments | Tech |
| zapier | Building Production AI Agents Platform for Non-Technical Users | Tech |
| sierra | Building Production AI Agents with Advanced Testing, Voice Architecture, and Multi-Model Orchestration | Tech |
| manus_ai | Building Production AI Agents with API Platform and Multi-Modal Capabilities | Tech |
| retool | Building Production AI Agents with Temporal-Based Workflow Orchestration | Tech |
| devin_kearns | Building Production AI Agents with Vector Databases and Automated Data Collection | Consulting |
| shopify | Building Production AI at Scale with Internal Tooling and Agent-Based Systems | E-commerce |
| sourcegraph | Building Production AI Coding Assistants and Agents at Scale | Tech |
| lorikeet | Building Production AI Customer Support Agents with Multi-Agent Architecture and Human-in-the-Loop Design | Tech |
| openai_/_various | Building Production AI Products: A Framework for Continuous Calibration and Development | Tech |
| wobby | Building Production Analytics Agents with Semantic Layer Integration | Tech |
| openai | Building Production Audio Agents with Real-Time Speech-to-Speech Models | Tech |
| tavon | Building Production Coding Agents with Pi Framework for Sales Process Automation | Tech |
| hex | Building Production Data Agents with Long-Running Context and Iterative Workflows | Tech |
| hex | Building Production Data Agents with Long-Running Workflows and Context Management | Tech |
| github | Building Production Evaluation Systems for GitHub Copilot at Scale | Tech |
| tellius | Building Production-Grade Agentic AI Analytics: Lessons from Real-World Deployment | Tech |
| kentauros_ai | Building Production-Grade AI Agents: Overcoming Reasoning and Tool Challenges | Tech |
| parcha | Building Production-Grade AI Agents with Distributed Architecture and Error Recovery | Finance |
| portia_/_riff_/_okta | Building Production-Grade AI Agents with Guardrails, Context Management, and Security | Tech |
| langchain | Building Production-Grade AI Agents with Observability, Evaluation, and Insights | Tech |
| waii | Building Production-Grade Conversational Analytics with LangGraph and Waii | Tech |
| sierra | Building Production-Grade Customer Experience Agents at Enterprise Scale | Tech |
| block_(square) | Building Production-Grade Generative AI Applications with Comprehensive LLMOps | Tech |
| aws_genaiic | Building Production-Grade Heterogeneous RAG Systems | Tech |
| github | Building Production-Grade LLM Applications: An Architectural Guide | Tech |
| zebra | Building Production-Grade LLM Evaluation Systems for HR Tech Interview Intelligence | HR |
| microsoft | Building Production-Grade RAG Systems for Financial Document Analysis | Finance |
| alixpartners | Building Production LLM Applications with DSPy Framework | Consulting |
| vouch | Building Production LLM Pipelines for Insurance Risk Assessment and Document Processing | Insurance |
| anthropic | Building Production Multi-Agent Research Systems with Claude | Tech |
| google | Building Production-Ready Agent Interfaces: Chrome DevTools for Agents | Tech |
| fitch_group | Building Production-Ready Agentic AI Systems in Financial Services | Finance |
| anthropic | Building Production-Ready Agentic Systems with the Claude Developer Platform | Tech |
| galileo_/_crew_ai | Building Production-Ready AI Agent Systems: Multi-Agent Orchestration and LLMOps at Scale | Tech |
| portkey,_airbyte,_comet | Building Production-Ready AI Agents and Monitoring Systems | Tech |
| parcha | Building Production-Ready AI Agents for Enterprise Operations | Finance |
| vercel | Building Production-Ready AI Agents for Internal Workflow Automation | Tech |
| ibm | Building Production-Ready AI Agents: Lessons from BeeAI Framework Development | Tech |
| openai | Building Production-Ready AI Agents: OpenAI Codex CLI Architecture and Agent Loop Design | Tech |
| langchain | Building Production-Ready AI Agents Through Harness Engineering and Continual Learning | Tech |
| explai | Building Production-Ready AI Analytics Agents Through Advanced Prompt Engineering | Tech |
| luna | Building Production-Ready AI Analytics with LLMs: Lessons from Jira Integration | Tech |
| shopify | Building Production-Ready AI Assistant with Agentic Architecture | E-commerce |
| langfuse_/_clickhouse | Building Production-Ready Coding Agents with Skills and Observability | Tech |
| deepgram | Building Production-Ready Conversational AI Voice Agents: Latency, Voice Quality, and Integration Challenges | Tech |
| hubspot | Building Production-Ready CRM Integration for ChatGPT using Model Context Protocol | Tech |
| gradient_labs | Building Production-Ready Customer Support AI Agents: Challenges and Solutions | Tech |
| anterior | Building Production-Ready Healthcare AI That Scales With Model Progress | Healthcare |
| renovai | Building Production-Ready LLM Agents with State Management and Workflow Engineering | Tech |
| replit | Building Production-Ready LLMs for Automated Code Repair: A Scalable IDE Integration Case Study | Tech |
| numbers_station | Building Production-Ready SQL and Charting Agents with RAG Integration | Tech |
| lyft | Building Production-Scale AI Agent Evaluation Systems for Customer Care | Tech |
| ramp | Agentic Workflow Automation for Financial Operations | Finance |
| linkedin | Building Production-Scale AI Agents with Extended GenAI Tech Stack | Tech |
| dropbox | Building Production-Scale AI Search with Knowledge Graphs, MCP, and DSPy | Tech |
| gitlab | Building Production-Scale Code Completion Tools with Continuous Evaluation and Prompt Engineering | Tech |
| elevenlabs | Building Production-Scale Voice AI with Multi-Model Pipelines and Deployment Infrastructure | Tech |
| elastic | Building Production Security Features with LangChain and LLMs | Tech |
| software_factory | Building Production Software Factories with Autonomous Agent Workflows | Tech |
| xai | Building Production Video Generation and World Models at Scale | Tech |
| ifood | Building Production Web Agents for Food Ordering | E-commerce |
| delivery_hero | Building QueryAnswerBird: An AI Data Analyst with Text-to-SQL and RAG | E-commerce |
| delivery_hero | Building QueryAnswerBird: An LLM-Powered AI Data Analyst with RAG and Text-to-SQL | E-commerce |
| factory.ai | Building Reliable Agentic Systems in Production | Tech |
| 14.ai | Building Reliable AI Agent Systems with Effect TypeScript Framework | Tech |
| replit | Building Reliable AI Agents for Application Development with Multi-Agent Architecture | Tech |
| raindrop | Building Reliable AI Agents Through Production Monitoring and Intent Discovery | Tech |
| trunk | Building Reliable AI DevOps Agents: Engineering Practices for Nondeterministic LLM Output | Tech |
| spotify | Building Reliable Background Coding Agents with Verification Loops | Media & Entertainment |
| moderna | Building Reliable LLM Workflows in Biotech Research | Healthcare |
| replit | Building Reliable Multi-Agent Systems for Application Development | Tech |
| temporal | Building Reliable Production AI Agents with Durable Execution Infrastructure | Tech |
| gradient_labs | Building Resilient Multi-Provider AI Agent Infrastructure for Financial Services | Finance |
| glean | Building Robust Enterprise Search with LLMs and Traditional IR | Tech |
| loom | Building Robust Evaluation Systems for Auto-Generated Video Titles | Tech |
| github | Building Robust Evaluation Systems for GitHub Copilot | Tech |
| anzen | Building Robust Legal Document Processing Applications with LLMs | Insurance |
| weights_&_biases | Building Robust LLM Evaluation Frameworks: W&B's Evaluation-Driven Development Approach | Tech |
| anterior | Building Scalable LLM Evaluation Systems for Healthcare Prior Authorization | Healthcare |
| slack | Building Secure and Private Enterprise LLM Infrastructure | Tech |
| slack | Building Secure and Private Enterprise Search with LLMs | Tech |
| amazon | Building Secure Generative AI Applications at Scale: Amazon's Journey from Experimental to Production | E-commerce |
| notion | Building Security into AI Agents for Collaborative Workspaces | Tech |
| cleric_/_puntt_/_tanagram | Building Self-Learning AI Agents for Site Reliability Engineering, Visual Asset Review, and Software Development | Tech |
| weights_&_biases | Building State-of-the-Art AI Programming Agents with OpenAI's o1 Model | Tech |
| letta | Building Stateful AI Agents with In-Context Learning and Memory Management | Tech |
| cleric | Building Stateful Learning Agents for Production SRE | Tech |
| dust.tt | Building Synthetic Filesystems for AI Agent Navigation Across Enterprise Data Sources | Tech |
| turkish_airlines | Building the First Airline MCP Server for Agent-Based Customer Interactions | Other |
| needl.ai | Building Trust in RAG Systems Through Structured Feedback and User Collaboration | Finance |
| ramp | Building Trustworthy AI Agents for Automated Expense Management | Finance |
| ramp | Building Trustworthy LLM Agents for Automated Expense Management | Finance |
| ramp | Building Trustworthy LLM-Powered Agents for Automated Expense Management | Finance |
| upwork | Building Uma: In-House AI Research and Custom Fine-Tuning for Marketplace Intelligence | Tech |
| merge | Building Unified API Infrastructure for AI Integration at Scale | Tech |
| hornet | Building Verifiable Retrieval Infrastructure for Agentic Systems | Tech |
| bee | Building Voice-Enabled AI Assistants with Real-Time Processing | Tech |
| prosus | Business Intelligence Agent for Automotive Dealers with Dynamic UI and Instant Actions | Automotive |
| microsoft_/_github | Challenges and Opportunities in Building Product Copilots: An Industry Interview Study | Tech |
| invento_robotics | Challenges in Building Enterprise Chatbots with LLMs: A Banking Case Study | Finance |
| v7 | Challenges in Designing Human-in-the-Loop Systems for LLMs in Production | Tech |
| crowdstrike | Charlotte AI: Agentic AI for Cloud Detection and Response | Tech |
| anthropic | Claude Code Agent Architecture: Single-Threaded Master Loop for Autonomous Coding | Tech |
| various | Climate Tech Foundation Models for Environmental AI Applications | Energy |
| lubu_labs | Clinical-Grade Patient Education Agent with LangGraph and LangSmith | Healthcare |
| warp | Cloud-Based Agent Orchestration Platform for Multi-Agent Coding Workflows | Tech |
| rolls-royce | Cloud-Based Generative AI for Preliminary Engineering Design | Automotive |
| philips | Cloud-Based Integrated Diagnostics Platform with AI-Assisted Digital Pathology | Healthcare |
| godaddy | Cloud-Native Synthetic Data Generator for Data Pipeline Testing | Tech |
| linkedin | Cognitive Memory Agent: Building Stateful AI Agents with Multi-Layer Memory Architecture | Tech |
| github | Collaborative AI Engineering: Multi-Agent Development Workspace for Team Alignment | Tech |
| linkedin | Collaborative Prompt Engineering Platform for Production LLM Development | Tech |
| trivago | Company-Wide AI Integration: From Experimentation to Production at Scale | E-commerce |
| agoda | Company-Wide GenAI Transformation Through Hackathon-Driven Culture and Centralized Infrastructure | E-commerce |
| docusign | Comprehensive Debugging and Observability Framework for Production Agent AI Systems | Tech |
| ramp | Comprehensive LLM Benchmarking for Financial Automation Tasks | Finance |
| github | Comprehensive LLM Evaluation Framework for Production AI Code Assistants | Tech |
| predictionguard | Comprehensive Security and Risk Management Framework for Enterprise LLM Deployments | Tech |
| canada_life | Contact Center Transformation with AI-Powered Customer Service and Agent Assistance | Insurance |
| windsurf | Context-Aware AI Code Generation and Assistant at Scale | Tech |
| doordash | Context-Aware Item Recommendations Using Hybrid LLM and Embedding-Based Retrieval | E-commerce |
| spotify | Context-Driven AI Data Assistant for Enterprise Data Warehousing | Media & Entertainment |
| applied_commute | Context Engine for Continual Learning in AI Coding Agents | Tech |
| langchain | Context Engineering and Agent Development at Scale: Building Open Deep Research | Tech |
| anthropic | Context Engineering and Memory Management for Production Agent Systems | Tech |
| spotify | Context Engineering and Tool Design for Background Coding Agents at Scale | Media & Entertainment |
| dropbox | Context Engineering for Agentic AI Systems | Tech |
| etsy | Context Engineering for AI-Assisted Employee Onboarding | E-commerce |
| spotify | Context Engineering for Background Coding Agents at Scale | Media & Entertainment |
| manus | Context Engineering for Production AI Agents at Scale | Tech |
| spotify | Context Engineering for Production AI Assistants at Scale | E-commerce |
| contextual | Context Engineering Platform for Multi-Domain RAG and Agentic Systems | Tech |
| manus | Context Engineering Strategies for Production AI Agents | Tech |
| sanity | Context-First Agent Design for Content Operations at Scale | Tech |
| arize | Context Management and Memory Strategies for Production AI Agents | Tech |
| chromadb | Context Rot: Evaluating LLM Performance Degradation with Increasing Input Tokens | Tech |
| google | Context-Seeking Conversational AI for Health Information Navigation | Healthcare |
| linkedin | Contextual Agent Playbooks and Tools: Enterprise-Scale AI Coding Agent Integration | Tech |
| contextual_ai | Enhancing Knowledge Graphs with LLMs at Netflix | Media & Entertainment |
| lovable | Continuous Learning at Scale Through Agent Self-Reflection and Automated Knowledge Management | Tech |
| dtdc | Conversational AI Agent for Logistics Customer Support | Other |
| uber | Conversational AI Data Agent for Financial Analytics | Finance |
| etsy | Conversational AI Gifting Assistant for E-commerce Search | E-commerce |
| doordash | Conversational AI Shopping Assistant with Multi-Agent Architecture and Real-Time Grounding | E-commerce |
| cato_networks | Converting Natural Language to Structured GraphQL Queries Using LLMs | Tech |
| anna | Cost-Effective LLM Transaction Categorization for Business Banking | Finance |
| various | Cost Optimization and Performance Panel Discussion: Strategies for Running LLMs in Production | Tech |
| airtrain | Cost Reduction Through Fine-tuning: Healthcare Chatbot and E-commerce Product Classification | Healthcare |
| databricks | coSTAR: Automated Testing and Refinement Framework for Production AI Agents | Tech |
| lmsys | CPU-Based Deployment of Large MoE Models Using Intel Xeon 6 Processors | Tech |
| super_ai | Cross-Industry ROI Survey of Enterprise AI and Agent Adoption | Consulting |
| trace3 | Custom RAG Implementation for Enterprise Technology Research and Knowledge Management | Consulting |
| sixt | Customer Service Transformation with AI-Based Email Automation and Chatbot Implementation | Automotive |
| defense_innovation_unit | Dark Vessel Detection System Using SAR Imagery and ML | Government |
| various | Data and AI Governance Integration in Enterprise GenAI Adoption | Tech |
| quantumblack | Data Engineering Challenges and Best Practices in LLM Production | Consulting |
| nvidia | Data Flywheels for Cost-Effective AI Agent Optimization | Tech |
| quantumblack | Data Quality Assessment and Enhancement Framework for GenAI Applications | Healthcare |
| various | Debating the Value and Future of LLMOps: Industry Perspectives | Tech |
| ikea | Demand-Driven Context Management for Enterprise AI Agents | E-commerce |
| pinterest | Democratizing Prompt Engineering Through Platform Architecture and Employee Empowerment | Tech |
| bayezian_limited | Deploying Agentic AI for Clinical Trial Protocol Deviation Monitoring | Healthcare |
| nvidia | Deploying Agentic AI in Financial Services at Scale | Finance |
| openai | Deploying Agentic Code Review at Scale with GPT-5 Codex | Tech |
| navismart_ai | Deploying AI Agents for Scalable Immigration Automation | Legal |
| ona | Deploying AI Coding Agents in Highly Regulated Environments with Secure Infrastructure | Tech |
| lubu_labs | Deploying an AI SDR Chatbot for Lead Qualification with Production-Grade Observability | Tech |
| liberty_it | Deploying Generative AI at Scale Across 5,000 Developers | Insurance |
| bainbridge_capital | Deploying LLM-Based Recommendation Systems in Private Equity | Finance |
| sicoob_/_holland_casino | Deploying Secure AI Agents in Highly Regulated Financial and Gaming Environments | Finance |
| duolingo | Designing Human-AI Interaction for Critical Decision-Making in High-Stakes Testing | Education |
| dropbox | Detecting and Mitigating Prompt Injection via Control Characters in ChatGPT | Tech |
| trigent_software | Developing a Multilingual Ayurvedic Medical LLM: Challenges and Learnings | Healthcare |
| ebay | Developing and Deploying Domain-Adapted LLMs for E-commerce Through Continued Pre-training | E-commerce |
| dust.tt | Distributed Agent Systems Architecture for AI Agent Platform | Tech |
| aarete | Document Metadata Extraction at Scale Using Generative AI for Healthcare and Financial Services | Consulting |
| tola_capital_/_klarity | Document Processing Automation with LLMs: Evolution of Evaluation Strategies | Finance |
| harvey | Document-Wide AI Editing in Microsoft Word Add-In | Legal |
| gitlab | Dogfooding AI Features in GitLab's Development Workflow | Tech |
| wix | Domain Adaptation of LLMs for Enterprise Use Through Multi-Task Fine-Tuning | Tech |
| linkedin | Domain-Adapted Foundation Models for Enterprise-Scale LLM Deployment | Tech |
| ebay | Domain-Adapted LLMs Through Continued Pretraining on E-commerce Data | E-commerce |
| anterior | Domain-Native LLM Application for Healthcare Insurance Administration | Healthcare |
| glowe_/_weaviate | Domain-Specific Agentic AI for Personalized Korean Skincare Recommendations | E-commerce |
| articul8 | Domain-Specific AI Platform for Manufacturing and Supply Chain Optimization | Automotive |
| benchsci | Domain-Specific LLMs for Drug Discovery Biomarker Identification | Healthcare |
| ramp | Domain-Specific Model Training and Reinforcement Learning with Verifiable Rewards for Q&A Tasks | Finance |
| deepgram | Domain-Specific Small Language Models for Call Center Intelligence | Telecommunications |
| doordash | DoorDash Summer 2025 Intern Projects: LLM-Powered Feature Extraction and RAG Chatbot Infrastructure | E-commerce |
| doordash | Building a High-Quality RAG-based Support System with LLM Guardrails and Quality Monitoring | E-commerce |
| doordash | LLM-Based Dasher Support Automation with RAG and Quality Controls | E-commerce |
| doordash | MLOps Platform Integration with Metaflow for Training and Serving Workflows | E-commerce |
| uber | DragonCrawl: Uber's Journey to AI-Powered Mobile Testing Using Small Language Models | Automotive |
| trigger.dev | Durable Agent Execution through Snapshot and Restore Infrastructure | Tech |
| tastewise | Dutch YouTube Interface Localization and Content Management | Media & Entertainment |
| cursor | Dynamic Context Discovery for Production Coding Agents | Tech |
| wix | Dynamic Knowledge and Instruction RAG System for Production Chatbots | Tech |
| beekeeper | Dynamic LLM Selection and Prompt Optimization Through Automated Evaluation and User Feedback | Tech |
| control_plain | Dynamic Prompt Injection for Reliable AI Agent Behavior | Tech |
| ebay | Multi-Track Approach to Developer Productivity Using LLMs | E-commerce |
| ebay | Multi-Track Approach to Developer Productivity Using LLMs | E-commerce |
| meta_/_ray_ban | Edge AI Architecture for Wearable Smart Glasses with Real-Time Multimodal Processing | Tech |
| travelers_insurance | Email Classification System Using Foundation Models and Prompt Engineering | Insurance |
| glowingstar | Emotionally Aware AI Tutoring Agents with Multimodal Affect Detection | Education |
| portola | Empowering Non-Technical Domain Experts to Drive AI Quality in Conversational AI | Media & Entertainment |
| wayve | End-to-End Foundation Models for Self-Driving Vehicles at Scale | Automotive |
| splunk | End-to-End LLM Observability for RAG-Powered AI Assistant | Tech |
| cursor | Engineering and Optimizing an Agent Harness for Production AI Coding Assistants | Tech |
| langchain | Engineering Principles and Practices for Production LLM Systems | Tech |
| uber | Enhanced Agentic-RAG for Internal On-Call Support Copilot | Tech |
| uber | Enhanced Agentic RAG for On-Call Engineering Support | Tech |
| pinterest | Enhancing Ads Engagement with Multi-gate Mixture-of-Experts and Knowledge Distillation | Tech |
| cursor | Enhancing AI Coding Agent Performance with Custom Semantic Search | Tech |
| whatnot | Enhancing E-commerce Search with GPT-based Query Expansion | E-commerce |
| picnic | Enhancing E-commerce Search with LLM-Powered Semantic Retrieval | E-commerce |
| instacart | Enhancing E-commerce Search with LLMs at Scale | E-commerce |
| mercado_libre_/_ | Enhancing E-commerce Search with Vector Embeddings and Generative AI | E-commerce |
| accolade | Enhancing Healthcare Service Delivery with RAG and LLM-Powered Search | Healthcare |
| new_computer | Enhancing Memory Retrieval Systems Using LangSmith Testing and Evaluation | Tech |
| grab | Enhancing Vector Similarity Search with LLM-Based Reranking | Tech |
| thomas | Enhancing Workplace Assessment Tools with RAG and Vector Search | HR |
| airia | Enterprise Agent Orchestration Platform for Secure LLM Deployment | Tech |
| various | Enterprise Agentic AI Deployment: Panel Discussion on Production Realities and Technical Bottlenecks | Tech |
| swisscom | Enterprise Agentic AI for Customer Support and Sales Using Amazon Bedrock AgentCore | Telecommunications |
| credal | Enterprise AI Adoption Journey: From Experimentation to Core Operations | Tech |
| mongodb | Enterprise AI Adoption Patterns and Production Agent Deployment at Scale | Tech |
| cursor | Enterprise AI Agent Deployment Through Forward Deployed Engineering | Tech |
| ibm,_the_zig,_augmented_ai_labs | Enterprise AI Agent Development: Lessons from Production Deployments | Consulting |
| snowflake | Enterprise AI Agents with Structured and Unstructured Data Integration | Tech |
| payfit,_alan | Enterprise AI Platform Deployment for Multi-Company Productivity Enhancement | Tech |
| holiday_extras | Enterprise AI Transformation: Holiday Extras' ChatGPT Enterprise Implementation Case Study | Other |
| factory | Enterprise Autonomous Software Engineering with AI Droids | Tech |
| barclays | Enterprise Challenges and Opportunities in Large-Scale LLM Deployment | Tech |
| wix | Enterprise Code Search and Bug Investigation with Multi-Agent AI Systems | Tech |
| box | Enterprise Document Data Extraction Using Agentic AI Workflows | Tech |
| astrazeneca_/_adobe_/_allianz_technology | Enterprise GenAI Implementation Strategies Across Industries | Other |
| radian | Enterprise GenAI Virtual Assistant for Operations and Underwriting Knowledge Access | Finance |
| activeloop | Enterprise-Grade Memory Agents for Patent Processing with Deep Lake | Legal |
| pdi | Enterprise-Grade RAG System for Internal Knowledge Management | Tech |
| harvey | Enterprise-Grade RAG Systems for Legal AI Platform | Legal |
| accenture | Enterprise Knowledge Base Assistant Using Multi-Model GenAI Architecture | Healthcare |
| morgan_stanley | Enterprise Knowledge Management with LLMs: Morgan Stanley's GPT-4 Implementation | Finance |
| github | Enterprise LLM Application Development: GitHub Copilot's Journey | Tech |
| databricks | Enterprise LLM Deployment with Multi-Cloud Data Platform Integration | Tech |
| various | Enterprise LLM Implementation Panel: Lessons from Box, Glean, Tyace, Security AI and Citibank | Tech |
| thomson_reuters | Enterprise LLM Playground Development for Internal AI Experimentation | Media & Entertainment |
| cisco | Enterprise LLMOps: Development, Operations and Security Framework | Tech |
| ibm | Enterprise LLMOps Platform with Focus on Model Customization and API Optimization | Tech |
| deepl | Enterprise Neural Machine Translation at Scale | Tech |
| santalucía_seguros | Enterprise RAG-Based Virtual Assistant with LLM Evaluation Pipeline | Insurance |
| coveo | Enterprise RAG System with Coveo Passage Retrieval and Amazon Bedrock Agents | Tech |
| wakam | Enterprise-Scale AI Agent Deployment in Insurance | Insurance |
| smartling | Enterprise-Scale AI-First Translation Platform with Agentic Workflows | Tech |
| fidelity_investments | Enterprise-Scale Cloud Event Management with Generative AI for Operational Intelligence | Finance |
| bosch | Enterprise-Scale Data Product AI Agent for Multi-Domain Knowledge Discovery | Automotive |
| memorial_sloan_kettering_/_mcleod_health_/_ucla | Enterprise-Scale Deployment of AI Ambient Scribes Across Multiple Healthcare Systems | Healthcare |
| wesco | Enterprise-Scale GenAI and Agentic AI Deployment in B2B Supply Chain Operations | E-commerce |
| microsoft | Enterprise-Scale GenAI Infrastructure Template and Starter Framework | Tech |
| john_snow_labs | Enterprise-Scale Healthcare LLM System for Unified Patient Journeys | Healthcare |
| factiva | Enterprise-Scale LLM Deployment with Licensed Content for Business Intelligence | Media & Entertainment |
| writer | Enterprise-Scale LLM Deployment with Self-Evolving Models and Graph-Based RAG | Finance |
| salesforce | Enterprise-Scale LLM Integration into CRM Platform | Tech |
| telus | Enterprise-Scale LLM Platform with Multi-Model Support and Copilot Customization | Telecommunications |
| uber | Enterprise-Scale Prompt Engineering Toolkit with Lifecycle Management and Production Integration | Tech |
| grainger | Enterprise-Scale RAG Implementation for E-commerce Product Discovery | E-commerce |
| anomalo | Enterprise Unstructured Data Quality Management for Production AI Systems | Tech |
| prosus | Enterprise-Wide AI Assistant Deployment for Collective Discovery | Tech |
| bosch | Enterprise-Wide Generative AI Implementation for Marketing Content Generation and Translation | Tech |
| marsh_mclennan | Enterprise-Wide LLM Assistant Deployment and Evolution Towards Fine-Tuned Models | Insurance |
| toyota | Enterprise-Wide LLM Framework for Manufacturing and Knowledge Management | Automotive |
| principal_financial | Enterprise-Wide RAG Implementation with Amazon Q Business | Finance |
| bny_mellon | Enterprise-Wide Virtual Assistant for Employee Knowledge Access | Finance |
| uber | Error Handling in LLM Systems | Tech |
| vercel | Eval-Driven Development for AI Applications | Tech |
| wix | Evaluating AI Agent Performance: Skills vs Documentation for Developer Platforms | Tech |
| nebius | Evaluating Coding Agents and LLMs on Real-World Software Engineering Tasks | Research & Academia |
| factory_ai | Evaluating Context Compression Strategies for Long-Running AI Agent Sessions | Tech |
| thomson_reuters | Evaluating Long Context Performance in Legal AI Applications | Legal |
| microsoft | Evaluating Product Image Integrity in AI-Generated Advertising Content | Media & Entertainment |
| dosu | Evaluation Driven Development for LLM Reliability at Scale | Tech |
| openai | Evaluation-Driven LLM Production Workflows with Morgan Stanley and Grab Case Studies | Tech |
| weights_&_biases | Evaluation-Driven Refactoring: How W&B Improved Their LLM Documentation Assistant Through Systematic Testing | Tech |
| langchain | Evaluation Patterns for Deep Agents in Production | Tech |
| anaconda | Evaluations Driven Development for Production LLM Applications | Tech |
| daisy_health | Event-Driven RAG System for Healthcare Benefits Using MCP | Healthcare |
| pictet_am | Evolution from Centralized to Federated Generative AI Governance | Finance |
| boundary_/_langchain_/_humanlayer | Evolution from Context Engineering to Harness Engineering: Philosophical and Practical Approaches to Building Production LLM Systems | Tech |
| outropy | Evolution from Monolithic to Task-Oriented LLM Pipelines in a Developer Assistant Product | Tech |
| lindy.ai | Evolution from Open-Ended LLM Agents to Guided Workflows | Tech |
| humanlayer | Evolution from RPI to CRISPY: Multi-Stage Workflow for Production Coding Agents | Tech |
| comet | Evolution from Static Benchmarks to Adaptive Agent Evaluation Systems | Tech |
| ai21 | Evolution from Task-Specific Models to Multi-Agent Orchestration Platform | Tech |
| writer | Evolution from Vector Search to Graph-Based RAG for Enterprise Knowledge Systems | Tech |
| openai | Evolution of AI Agents: From Manual Workflows to End-to-End Training | Tech |
| nvida_/_lepton | Evolution of AI Systems and LLMOps from Research to Production: Infrastructure Challenges and Application Design | Tech |
| grab | Evolution of an Internal AI Platform from No-Code LLM Apps to Agentic Systems | Tech |
| val_town | Evolution of Code Assistant Integration in a Cloud Development Platform | Tech |
| cursor | Evolution of Code Evaluation Benchmarks: From Single-Line Completion to Full Codebase Translation | Research & Academia |
| swiggy | Evolution of Hermes V3: Building a Conversational AI Data Analyst | E-commerce |
| hitachi | Evolution of Industrial AI: From Traditional ML to Multi-Agent Systems | Tech |
| github | Evolution of LLM Integration in GitHub Copilot Development | Tech |
| faire | Evolution of ML Model Deployment Infrastructure at Scale | E-commerce |
| lyft | Evolution of ML Platform to Support GenAI Infrastructure | Tech |
| airbnb | Evolving a Conversational AI Platform for Production LLM Applications | Tech |
| aomni | Evolving Agent Architecture Through Model Capability Improvements | Tech |
| humanlayer | Evolving AI Coding Agent Workflows from Research-Plan-Implement to CRISPY | Tech |
| github | Evolving GitHub Copilot through LLM Experimentation and User-Centered Design | Tech |
| github | Evolving GitHub Copilot with LLM Experimentation Across the Developer Lifecycle | Tech |
| various | Evolving LLMOps Architecture for Enterprise Supplier Discovery | E-commerce |
| doordash | Evolving ML Infrastructure for Production Systems: From Traditional ML to LLMs | Tech |
| rexera | Evolving Quality Control AI Agents with LangGraph | Tech |
| stitch_fix | Expert-in-the-Loop Generative AI for Creative Content at Scale | E-commerce |
| stitch_fix | Expert-in-the-Loop Generative AI for Marketing Content and Product Descriptions | E-commerce |
| opengpa | Exploring RAG Limitations with Movie Scripts: The Copernicus Challenge | Research & Academia |
| openai | Extreme Harness Engineering: Building Production Software with Zero Human-Written Code | Tech |
| openai | Extreme Harness Engineering: Building Production Systems with Zero Human-Written Code | Tech |
| mary_technology | Fact-Centric Legal Document Review with Custom AI Pipeline | Legal |
| kernel | Fast Open-Source Infrastructure for AI Agents to Access the Internet | Tech |
| cursor | Fast Regex Search Indexing for AI Agent Tool Performance | Tech |
| boundary | Feature Flags as LLMOps Infrastructure for Agentic Development Teams | Tech |
| various | Federal Government AI Platform Adoption and Scalability Initiatives | Government |
| databricks | Field AI Assistant for Sales Team Automation | Tech |
| mercado_libre | Financial Transaction Categorization at Scale Using LLMs and Custom Embeddings | Finance |
| impel | Fine-tuned LLM Deployment for Automotive Customer Engagement | Automotive |
| roots | Fine-Tuned LLM Deployment for Insurance Document Processing | Insurance |
| thumbtack | Fine-tuned LLM for Message Content Moderation and Trust & Safety | Tech |
| swisscom | Fine-tuning and Deploying LLMs for Customer Service Contact Centers | Telecommunications |
| robinhood_markets | Fine-Tuning and Multi-Stage Model Optimization for Financial AI Agents | Finance |
| mercari | Fine-Tuning and Quantizing LLMs for Dynamic Attribute Extraction | E-commerce |
| faire | Fine-tuning and Scaling LLMs for Search Relevance Prediction | E-commerce |
| glean | Fine-tuning Custom Embedding Models for Enterprise Search | Tech |
| bridgewater_aia_labs_/_thinking_machines | Fine-Tuning Financial Document Filtering with Expert Judgment | Finance |
| kantar_worldpanel | Fine-tuning LLMs for Market Research Product Description Matching | Consulting |
| cosine | Fine-Tuning LLMs for Multi-Agent Orchestration in Code Generation | Tech |
| large_gaming_company | Fine-tuning LLMs for Toxic Speech Classification in Gaming | Media & Entertainment |
| vannevar_labs | Fine-tuning Mistral 7B for Multilingual Defense Intelligence Sentiment Analysis | Government |
| apoidea_group | Fine-tuning Multimodal Models for Banking Document Processing | Finance |
| shopify | Fine-Tuning Qwen3-32B for Automated Workflow Generation from Natural Language | E-commerce |
| nubank | Fine-Tuning Transaction Foundation Models with Joint Fusion | Finance |
| amberflo | Five Critical Lessons for LLM Production Deployment | Tech |
| axiom_math | Formal Verification and Verified AI for Mathematical Reasoning at Scale | Research & Academia |
| openai | Forward Deployed Engineering: Bringing Enterprise LLM Applications to Production | Tech |
| openai_/_ramp_/_nominal_/_dataland | Forward-Deployed Engineering for Enterprise LLM Adoption | Tech |
| openai | Forward Deployed Engineering for Enterprise LLM Deployments | Tech |
| meta | Foundation Model for Ads Recommendation at Scale | Tech |
| netflix | Foundation Model for Large-Scale Personalized Recommendation | Media & Entertainment |
| netflix | Foundation Model for Personalized Recommendation at Scale | Media & Entertainment |
| netflix | Foundation Model for Unified Personalization at Scale | Media & Entertainment |
| campfire_ai | Four Critical Lessons from Building 50+ Global Chatbots: A Practitioner's Guide to Real-World Implementation | Tech |
| scale_venture_partners | Framework for Evaluating LLM Production Use Cases | Tech |
| godaddy | From Mega-Prompts to Production: Lessons Learned Scaling LLMs in Enterprise Customer Support | E-commerce |
| various | From MVP to Production: LLM Application Evaluation and Deployment Challenges | Tech |
| various | From Pilot to Profit: Three Enterprise GenAI Case Studies in Manufacturing, Aviation, and Telecommunications | Automotive |
| one | From SMS to AI: Lessons from 5 Years of Chatbot Development for Social Impact | Other |
| microsoft | Frontier Intelligence Platform: Microsoft's Multi-Model Harness Strategy for Enterprise AI | Tech |
| solo_io | Gateway Pattern for Managing Multi-Agent MCP and LLM Traffic | Tech |
| arcade.dev | Gateway Patterns and Actions Runtime for Enterprise Agentic AI Deployment | Tech |
| uber | Gen AI On-Call Copilot for Engineering Support | Tech |
| uber | Gen AI On-Call Copilot for Internal Support | Tech |
| xomnia | GenAI Governance in Practice: Access Control, Data Quality, and Monitoring for Production LLM Systems | Consulting |
| target | GenAI-Powered Accessory Recommendations for Large-Scale E-commerce Catalog | E-commerce |
| uber | GenAI-Powered Automated Resource Leak Fixing in Java Codebases | Tech |
| associa | GenAI-Powered Document Classification for Community Management | Other |
| intuit | GenAI-Powered Dual-Loop System for Automated Documentation Management | Tech |
| uber | GenAI-Powered Invoice Document Processing and Automation | Tech |
| doordash | GenAI-Powered Personalized Homepage Carousels for Food Delivery | E-commerce |
| ntt_data | GenAI-Powered Work Order Management System POC | Other |
| jabil | GenAI Transformation of Manufacturing and Supply Chain Operations | Tech |
| spotify | Generating 1.4 Billion Personalized Music Narratives for Wrapped Archive | Media & Entertainment |
| google | Generating 3D Shoppable Product Visualizations with Veo Video Generation Model | E-commerce |
| speakeasy | Generating Production-Ready MCP Servers from OpenAPI Specifications | Tech |
| agmatix | Generative AI Assistant for Agricultural Field Trial Analysis | Other |
| doordash | Generative AI Contact Center Solution with Amazon Bedrock and Claude | E-commerce |
| newday | Generative AI Customer Service Agent Assist with RAG Implementation | Finance |
| sorcero | Generative AI for Secondary Manuscript Generation in Life Sciences | Healthcare |
| various | Generative AI Implementation in Banking Customer Service and Knowledge Management | Finance |
| nice_actimize | Generative AI Integration in Financial Crime Detection Platform | Finance |
| amazon | Generative AI-Powered Enhancements for Streaming Video Platform | Media & Entertainment |
| myriad_genetics | Generative AI-Powered Intelligent Document Processing for Healthcare Operations | Healthcare |
| hotelplan_suisse | Generative AI-Powered Knowledge Sharing System for Travel Expertise | Other |
| mercado_libre | GitHub Copilot Deployment at Scale: Enhancing Developer Productivity | E-commerce |
| duolingo | GitHub Copilot Integration for Enhanced Developer Productivity | Education |
| reuters | Global News Organization's AI-Powered Content Production and Verification System | Media & Entertainment |
| google | Google Photos Magic Editor: Transitioning from On-Device ML to Cloud-Based Generative AI for Image Editing | Tech |
| summer_health | GPT-4 Visit Notes System | Healthcare |
| agoda | GPT Integration for SQL Stored Procedure Optimization in CI/CD Pipeline | E-commerce |
| salesforce | GPU Resource Optimization for Multi-Model LLM Deployment | Tech |
| whyhow | Graph RAG and Multi-Agent Systems for Legal Case Discovery and Document Analysis | Legal |
| uber | Grassroots AI Skills Marketplace: Scaling AI Capabilities Through Bottom-Up Engineering | Tech |
| prosus_/_microsoft_/_inworld_ai_/_iud | Hardening AI Agents for E-commerce at Scale: Multi-Company Perspectives on RL Alignment and Reliability | E-commerce |
| openai | Harness Engineering: Building Software Where Humans Steer and Agents Execute | Tech |
| langchain | Harness Engineering for Agentic Coding Systems | Tech |
| openai | Harness Engineering: Structuring Context and Guardrails for AI Coding Agents in Production | Tech |
| harvey | Building and Evaluating Legal AI at Scale with Domain Expert Integration | Legal |
| amberflo_/_interactly.ai | Healthcare Conversational AI and Multi-Model Cost Management in Production | Healthcare |
| komodo | Healthcare Data Analytics Democratization with MapAI and LLM Integration | Healthcare |
| dandelion_health | Healthcare NLP Pipeline for HIPAA-Compliant Patient Data De-identification | Healthcare |
| john_snow_labs | Healthcare Patient Journey Analysis Platform with Multimodal LLMs | Healthcare |
| amazon_health_services | Healthcare Search Discovery Using ML and Generative AI on E-commerce Platform | Healthcare |
| netflix | Hierarchical Multi-Task Learning for Intent Prediction in Recommender Systems | Media & Entertainment |
| meta | High-Performance AI Network Infrastructure for Distributed Training at Scale | Tech |
| perplexity | High-Performance GPU Memory Transfer Optimization for Large Language Models | Tech |
| salesforce | High-Performance LLM Deployment with SageMaker AI | Tech |
| amazon | HIPAA-Compliant LLM-Based Chatbot for Pharmacy Customer Service | Healthcare |
| appen | Human-AI Co-Annotation System for Efficient Data Labeling | Tech |
| merantix | Human-AI Synergy in Pharmaceutical Research and Document Processing | Healthcare |
| harvey | Hybrid Agent Architecture with Open-Source Workers and Frontier Advisors for Legal AI | Legal |
| walmart | Hybrid AI System for Large-Scale Product Categorization | E-commerce |
| bank_centercredit_(bcc) | Hybrid Cloud Architecture for AI/ML with Regulatory Compliance in Banking | Finance |
| google | Hybrid LLM-Optimization System for Trip Planning with Real-World Constraints | Tech |
| stack_overflow | Hybrid ML and LLM Approach for Automated Question Quality Feedback | Tech |
| rio_tinto | Hybrid RAG for Technical Training Knowledge Assistant in Mining Operations | Energy |
| doordash | Hyper-Personalized Merchandising Through Hybrid LLM and Deep Learning Systems | E-commerce |
| jobifai | Implementing Effective Safety Filters in a Game-Based LLM Application | Media & Entertainment |
| neon | Implementing Evaluation Framework for MCP Server Tool Selection | Tech |
| accenture | Implementing Generative AI in Manufacturing: A Multi-Use Case Study | Tech |
| vespper | Implementing LLM Fallback Mechanisms for Production Incident Response System | Tech |
| honeycomb | Implementing LLM Observability for Natural Language Querying Interface | Tech |
| microsoft | Implementing LLMOps in Restricted Networks with Long-Running Evaluations | Tech |
| national_healthcare_group | Implementing LLMs for Patient Education and Healthcare Communication | Healthcare |
| anthropic | Implementing MCP Gateway for Large-Scale LLM Integration Infrastructure | Tech |
| hubspot | Implementing MCP Remote Server for CRM Agent Integration | Tech |
| doctolib | Implementing Multi-Agent RAG Architecture for Customer Care Automation | Healthcare |
| idealo | Implementing Product Comparison and Discovery Features with LLMs at Scale | E-commerce |
| gong | Implementing Question-Answering Over Sales Conversations with Deal Me at Gong | Tech |
| geico | Implementing RAG and RagRails for Reliable Conversational AI in Insurance | Insurance |
| manulife | Implementing RAG for Call Center Operations with Hybrid Data Sources | Finance |
| doctolib | Implementing RAG for Enhanced Customer Care at Scale | Healthcare |
| greptile | Improving AI Code Review Bot Comment Quality Through Vector Embeddings | Tech |
| mintlify | Improving AI Documentation Assistant Through Data Pipeline Reconstruction and LLM-Based Feedback Analysis | Tech |
| github | Improving Contextual Understanding in GitHub Copilot Through Advanced Prompt Engineering | Tech |
| fewsats | Improving Error Handling for AI Agents in Production | Tech |
| github | Improving GitHub Copilot's Contextual Understanding Through Advanced Prompt Engineering and Retrieval | Tech |
| various | Improving LLM Accuracy and Evaluation in Enterprise Customer Analytics | Tech |
| taralli | Improving LLM Food Tracking Accuracy through Systematic Evaluation and Few-Shot Learning | Tech |
| offerup | Improving Local Search with Multimodal LLMs and Vector Search | E-commerce |
| delivery_hero | Improving Multilingual Search with Few-Shot LLM Translations | E-commerce |
| nylas | Incremental LLM Adoption Strategy in Email Processing API Platform | Tech |
| doordash | Inferring Grocery Preferences from Restaurant Order History Using LLMs | E-commerce |
| various | Infrastructure for AI Agents: Panel Discussion on Production Challenges and Solutions | Tech |
| anthropic | Infrastructure Noise in Agentic Coding Evaluations | Research & Academia |
| verisk | Insurance Policy Review Automation Using Retrieval-Augmented Generation and Prompt Engineering | Insurance |
| netflix | Integrating Foundation Models into Production Personalization Systems | Media & Entertainment |
| numbers_station | Integrating Foundation Models into the Modern Data Stack: Challenges and Solutions | Tech |
| cox_2m | Integrating Gemini for Natural Language Analytics in IoT Fleet Management | Tech |
| mendix | Integrating Generative AI into Low-Code Platform Development with Amazon Bedrock | Tech |
| smith.ai | Integrating Live-Staffed AI Chat with LLM-Powered Customer Service | Tech |
| wix | Integrating LLMs and Diffusion Models for Website Design Automation | Tech |
| ericsson | Integrating Symbolic Reasoning with LLMs for AI-Native Telecom Infrastructure | Telecommunications |
| syngenta | Intelligent Document Processing at Scale with AI-Powered Tax Compliance and Invoice Analysis | Other |
| bqa | Intelligent Document Processing for Education Quality Assessment Reports | Education |
| onity_group | Intelligent Document Processing for Mortgage Servicing Using Amazon Bedrock and Multimodal AI | Finance |
| interweb_alchemy | Interactive AI-Powered Chess Tutoring System | Education |
| amplitude | Internal AI Agent Platform for Enterprise Data Access and Product Development | Tech |
| zapier | Internal AI Orchestration and Automation Across Multiple Departments | Tech |
| databricks | Building an Internal AI-Powered Customer Reference Discovery Platform | Tech |
| zapier | Iterative Development Process for Production AI Features | Tech |
| taralli | Iterative Prompt Optimization and Model Selection for Nutritional Calorie Estimation | Healthcare |
| bt | Journey Towards Autonomous Network Operations with AI/ML and Dark NOC | Telecommunications |
| linkedin | JUDE: Large-Scale LLM-Based Embedding Generation for Job Recommendations | Tech |
| patho_ai | Knowledge Augmented Generation (KAG) System for Competitive Intelligence and Strategic Advisory | Tech |
| linkedin | Knowledge Graph-Enhanced RAG for Customer Service Question Answering | Tech |
| various | Kubernetes as a Platform for LLM Operations: Practical Experiences and Trade-offs | Tech |
| grab | Kubernetes-Native Secure Execution Platform for Autonomous AI Agents | Tech |
| wordsmith | LangSmith Implementation for Full Product Lifecycle Development and Monitoring | Legal |
| factory | LangSmith Integration for Automated Feedback and Improved Iteration in SDLC | Tech |
| various | Large Bank LLMOps Implementation: Lessons from Deutsche Bank and Others | Finance |
| linkedin | Large Foundation Model for Unified Recommendation and Ranking at Scale | Tech |
| sega_europe | Large Language Models for Game Player Sentiment Analysis and Retention | Media & Entertainment |
| microsoft | Large Language Models for Retail Customer Feedback Analysis | Tech |
| pinterest | Large Language Models for Search Relevance at Scale | Tech |
| pinterest | Large Language Models for Search Relevance via Knowledge Distillation | Tech |
| various | Large Language Models in Production Round Table Discussion: Latency, Cost and Trust Considerations | Tech |
| google_/_youtube | Large Recommender Models: Adapting Gemini for YouTube Video Recommendations | Media & Entertainment |
| discord | Large-Scale AI Assistant Deployment with Safety-First Evaluation Approach | Tech |
| hackaprompt,_learnprompting | Large-Scale AI Red Teaming Competition Platform for Production Model Security | Tech |
| jellyfish | Large-Scale Analysis of AI Coding Tool Adoption and Productivity Impact Across 1,000 Companies | Tech |
| skysight | Large-Scale Aviation Content Classification on Hacker News Using Small Language Models | Tech |
| apple | Large-Scale Deployment of On-Device and Server Foundation Models for Consumer AI Features | Tech |
| salesforce | Large-Scale Enterprise Copilot Deployment: Lessons from Einstein Copilot Implementation | Tech |
| commbank | Large-Scale Enterprise Data Platform Migration Using AI and Generative AI Automation | Finance |
| aws_genaic_(japan) | Large-Scale Foundation Model Training Infrastructure for National AI Initiative | Government |
| exa.ai | Large-Scale GPU Infrastructure for Neural Web Search Training | Tech |
| pinterest | Large-Scale Learned Retrieval System with Two-Tower Architecture | Tech |
| harvey_/_lance | Large-Scale Legal RAG Implementation with Multimodal Data Infrastructure | Legal |
| instacart | Large-Scale LLM Batch Processing Platform for Millions of Prompts | E-commerce |
| coupang | Large-Scale LLM Infrastructure for E-commerce Applications | E-commerce |
| huggingface | Large-Scale OCR Processing of Academic Papers Using AI Coding Agents and Serverless GPU Infrastructure | Tech |
| doordash | Large-Scale Personalization and Product Knowledge Graph Enhancement Through LLM Integration | E-commerce |
| etsy | Large-Scale Personalization System Using LLMs for Buyer Profile Generation | E-commerce |
| uber | Large-Scale Semantic Search Platform for Food Delivery | E-commerce |
| intuit | Large-Scale Tax AI Assistant Implementation for TurboTax | Finance |
| airbnb | Large-Scale Test Framework Migration Using LLMs | Tech |
| bytedance | Large-Scale Video Content Processing with Multimodal LLMs on AWS Inferentia2 | Media & Entertainment |
| multiplayer | Launching an MCP Server for AI-Powered Debugging and Development | Tech |
| five_sigma | Legacy PDF Document Processing with LLM | Tech |
| credal | Lessons from Building a Production RAG System: Data Formatting and Prompt Engineering | Tech |
| applaud | Lessons from Deploying an HR-Aware AI Assistant: Five Key Implementation Insights | HR |
| microsoft | Lessons from Enterprise LLM Deployment: Cross-functional Teams, Experimentation, and Security | Tech |
| microsoft | Lessons from Red Teaming 100+ Generative AI Products | Tech |
| quic | Lessons Learned from Deploying 30+ GenAI Agents in Production | Tech |
| weaviate | Lessons Learned from Information Retrieval in Vector Database Development | Tech |
| google_/_vertex_ai | Lessons Learned from Production AI Agent Deployments | Tech |
| first_orion | Leveraging Amazon Q for Integrated Cloud Operations Data Access and Automation | Telecommunications |
| mendable | Leveraging LangSmith for Debugging Tools & Actions in Production LLM Applications | Tech |
| love_without_sound | Leveraging NLP and LLMs for Music Industry Royalty Recovery | Media & Entertainment |
| esgpedia | Leveraging RAG and LLMs for ESG Data Intelligence Platform | Finance |
| nice_actimize | Leveraging Vector Embeddings for Financial Fraud Detection | Finance |
| mastercard | Linguistic-Informed Approach to Production LLM Systems | Finance |
| quantumblack | LLM Applications in Drug Discovery and Call Center Analytics | Healthcare |
| various | LLM Applications in Education: Personalized Learning and Assessment Systems | Education |
| booking.com | LLM-as-a-Judge Framework for Automated LLM Evaluation at Scale | E-commerce |
| segment | LLM-as-Judge Framework for Production LLM Evaluation and Improvement | Tech |
| doordash | LLM-Assisted Personalization Framework for Multi-Vertical Retail Discovery | E-commerce |
| austrian_post_group | LLM-Based Agents for User Story Quality Enhancement in Agile Development | Government |
| yelp | LLM-based Inappropriate Language Detection in User-Generated Reviews | Tech |
| uber | LLM-Driven Developer Experience and Code Migrations at Scale | Tech |
| instacart | LLM-Enhanced Search and Discovery for Grocery E-commerce | E-commerce |
| qualit | LLM-Enhanced Topic Modeling System for Qualitative Text Analysis | Research & Academia |
| whatnot | LLM-Enhanced Trust and Safety Platform for E-commerce Content Moderation | E-commerce |
| sumup | LLM Evaluation Framework for Financial Crime Report Generation | Finance |
| canva | LLM Feature Extraction for Content Categorization and Search Query Understanding | Tech |
| doordash | LLM-Generated Entity Profiles for Personalized Food Delivery Platform | Tech |
| airbnb | LLM Integration for Customer Support Automation and Enhancement | Tech |
| various | LLM Integration in EdTech: Lessons from Duolingo, Brainly, and SoloLearn | Education |
| acxiom | LLM Observability for Enhanced Audience Segmentation Systems | Media & Entertainment |
| build_great_ai | LLM-Powered 3D Model Generation for 3D Printing | Tech |
| meta | LLM-Powered Analysis of User Bug Reports for Product Quality Improvement | Tech |
| doordash | LLM-Powered Content Embeddings for Multi-Vertical Search and Recommendations | E-commerce |
| crisis_text_line | LLM-Powered Crisis Counselor Training and Conversation Simulation | Healthcare |
| wayfair | LLM-Powered Customer Service Agent Copilot for E-commerce Support | E-commerce |
| otter | LLM-Powered Customer Support Agent Handling 50% of Inbound Requests | Tech |
| grab | LLM-Powered Data Classification System for Enterprise-Scale Metadata Generation | Tech |
| grab | LLM-Powered Data Discovery and Documentation Platform | Tech |
| uber | LLM-Powered Data Labeling Quality Assurance System | Tech |
| airbnb | LLM-Powered GraphQL Mock Data Generation for Developer Productivity | Tech |
| uber | LLM-Powered In-Tool Quality Validation for Data Labeling | Tech |
| uk_national_health_service_(nhs) | LLM-Powered Information Extraction from Pediatric Cardiac MRI Reports | Healthcare |
| angellist | LLM-Powered Investment Document Analysis and Processing | Finance |
| zalando | LLM-Powered Migration of UI Component Libraries at Scale | E-commerce |
| dxc | LLM-Powered Multi-Tool Architecture for Oil & Gas Data Exploration | Energy |
| meta | LLM-Powered Mutation Testing for Automated Compliance at Scale | Tech |
| meta | LLM-Powered Mutation Testing for Automated Test Generation | Tech |
| spotify | LLM-Powered Personalized Music Recommendations and AI DJ Commentary | Media & Entertainment |
| etsy | LLM-Powered Product Attribute Extraction from Unstructured Marketplace Data | E-commerce |
| amazon | LLM-Powered Product Catalogue Quality Control at Scale | E-commerce |
| zillow | LLM-Powered Real Estate Search and Agent Matching | Tech |
| pinterest | LLM-Powered Relevance Assessment for Search Results | Tech |
| capgemini | LLM-Powered Requirements Generation and Virtual Testing for Automotive Software Development | Automotive |
| doordash | LLM-Powered Search Evaluation System for Automated Result Quality Assessment | E-commerce |
| leboncoin | LLM-Powered Search Relevance Re-Ranking System | E-commerce |
| agoda | LLM-Powered Security Incident Response and Automation | Tech |
| wayfair | LLM-Powered Style Compatibility Labeling Pipeline for E-Commerce Catalog Curation | E-commerce |
| gerdau | LLM-Powered Upskilling Assistant in Steel Manufacturing | Other |
| meta | LLM-Powered User Feedback Analysis for Bug Report Classification and Product Improvement | Tech |
| doordash | LLM-Powered Voice Assistant for Restaurant Operations and Personalized Alcohol Recommendations | E-commerce |
| globant | LLM Production Case Studies: Consulting Database Search, Automotive Showroom Assistant, and Banking Development Tools | Consulting |
| dropbox | LLM Security: Discovering and Mitigating Repeated Token Attacks in Production Models | Tech |
| various | LLM Testing Framework Using LLMs as Quality Assurance Agents | Tech |
| gitlab | LLM Validation and Testing at Scale: GitLab's Comprehensive Model Evaluation Framework | Tech |
| humanloop | LLMOps Best Practices and Success Patterns Across Multiple Companies | Tech |
| weights_&_biases | LLMOps Evolution: Scaling Wandbot from Monolith to Production-Ready Microservices | Tech |
| weights_&_biases | LLMOps Lessons from W&B's Wandbot: Manual Evaluation & Quality Assurance of Production LLM Systems | Tech |
| cambrium | LLMs and Protein Engineering: Building a Sustainable Materials Platform | Tech |
| microsoft | LLMs for Cloud Incident Management and Root Cause Analysis | Tech |
| doordash | LLMs for Enhanced Search Retrieval and Query Understanding | E-commerce |
| propublica | LLMs for Investigative Data Analysis in Journalism | Media & Entertainment |
| anthropic | Long-Running Agent Harness for Multi-Context Software Development | Tech |
| andon_labs | Long-Running Autonomous Agent Evaluation in Simulated and Real-World Business Environments | Research & Academia |
| fujitsu | Low-Latency Intelligence Extraction from Audio Streams in Contact Centers | Telecommunications |
| mercedes-benz | Mainframe to Cloud Migration with AI-Powered Code Transformation | Automotive |
| slack | Managing Context in Long-Run Agentic Security Investigation Systems | Tech |
| gradient_labs | Managing Memory and Scaling Issues in Production AI Agent Systems | Tech |
| amazon_(alexa) | Managing Model Updates and Robustness in Production Voice Assistants | Tech |
| intuit | MCP Marketplace: Scaling AI Agents with Organizational Context | Finance |
| anthropic_/_openai_/_goose | MCP Protocol Development and Agent AI Foundation Launch | Tech |
| ramp | MCP Server for Natural Language Business Data Analytics | Finance |
| johns_hopkins | Medical AI Assistant for Battlefield Care Using LLMs | Healthcare |
| oracle | Medical Transcript Summarization Using Multiple LLM Models: An Evaluation Study | Healthcare |
| ebay | Mercury: Agentic AI Platform for LLM-Powered Recommendation Systems | E-commerce |
| meta_/_google_/_monte_carlo_/_microsoft | Infrastructure Challenges and Solutions for Agentic AI Systems in Production | Tech |
| meta | Meta's Hardware Reliability Framework for AI Training and Inference at Scale | Tech |
| meta | Scaling AI Image Animation System with Optimized Latency and Traffic Management | Tech |
| meta | Scaling AI-Generated Image Animation with Optimized Deployment Strategies | Tech |
| vinted | Migrating from Elasticsearch to Vespa for Large-Scale Search Platform | E-commerce |
| adept.ai | Migrating LLM Fine-tuning Workflows from Slurm to Kubernetes Using Metaflow and Argo | Tech |
| octus | Migration of Credit AI RAG Application from Multi-Cloud to AWS Bedrock | Finance |
| baseten | Mission-Critical LLM Inference Platform Architecture | Tech |
| atlassian | ML-Based Comment Ranker for LLM Code Review Quality Improvement | Tech |
| airbnb | ML-Powered Interactive Voice Response System for Customer Support | Tech |
| mlflow | MLflow's Production-Ready Agent Framework and LLM Tracing | Tech |
| barclays | MLOps Evolution and LLM Integration at a Major Bank | Finance |
| various | MLOps Maturity Levels and Enterprise Implementation Challenges | Consulting |
| latam_airlines | MLOps Platform for Airline Operations with LLM Integration | Other |
| anthropic | Model Context Protocol (MCP): A Universal Standard for AI Application Extensions | Tech |
| anthropic | Model Context Protocol (MCP): Building Universal Connectivity for LLMs in Production | Tech |
| sentry | Model Context Protocol (MCP) Server for Error Monitoring and AI Observability | Tech |
| various_(bundesliga,_harness,_trice) | Modernizing DevOps with Generative AI: Challenges and Best Practices in Production | Tech |
| stack_overflow | Modernizing Software Development Lifecycle with MCP Servers and Agentic AI | Tech |
| monday.com | Building a Digital Workforce with Multi-Agent Systems and User-Centric Design | Tech |
| monday.com | Building a Digital Workforce with Multi-Agent Systems for Task Automation | Tech |
| mongodb | MongoDB Search Playground Chatbot Demo Builder for RAG Applications | Tech |
| komodor | Multi-Agent AI Architecture for Site Reliability Engineering in Cloud-Native Infrastructure | Tech |
| bunq | Multi-Agent AI Banking Assistant Using Amazon Bedrock | Finance |
| astrazeneca | Multi-Agent AI Development Assistant for Clinical Trial Data Analysis | Healthcare |
| cisco | Multi-Agent AI Platform for Customer Experience at Scale | Tech |
| moody’s | Multi-Agent AI Platform for Financial Workflow Automation | Finance |
| prudential | Multi-Agent AI Platform for Life Insurance Sales Acceleration | Insurance |
| opsworker.ai | Multi-Agent AI SRE System for Automated Incident Response and Root Cause Analysis | Tech |
| amazon_amet_payments | Multi-Agent AI System for Automated Test Case Generation in Payment Systems | Finance |
| moody’s | Multi-Agent AI System for Financial Intelligence and Risk Analysis | Finance |
| linqalpha | Multi-Agent AI System for Investment Thesis Validation Using Devil's Advocate | Finance |
| cisco | Multi-Agent AI System for Network Change Management | Telecommunications |
| kolomolo_/_delaval_/_arelion | Multi-Agent AI Systems for IT Operations and Incident Management | Tech |
| openrecovery | Multi-Agent Architecture for Addiction Recovery Support | Healthcare |
| spotify | Multi-Agent Architecture for Automated Advertising Media Planning | Media & Entertainment |
| build.inc | Multi-Agent Architecture for Automating Commercial Real Estate Development Workflows | Tech |
| spotify | Multi-Agent Architecture for Intelligent Advertising Media Planning | Media & Entertainment |
| wix | Multi-Agent Collaboration for Space Mission Planning Using Agent-to-Agent Protocol | Tech |
| druva | Multi-Agent Copilot for Data Protection and Cyber Resilience | Tech |
| gradient_labs | Multi-Agent Customer Support Automation Platform for Fintech | Finance |
| minimal | Multi-Agent Customer Support System for E-commerce | E-commerce |
| mammoth_growth | Multi-Agent DBT Development Workflow for Data Engineering Consulting | Consulting |
| captide | Multi-Agent Financial Analysis System for Equity Research | Finance |
| yahoo!_finance | Multi-Agent Financial Research and Question Answering System | Finance |
| totogi | Multi-Agent Framework for Automated Telecom Change Request Processing | Telecommunications |
| northwestern_mutual | Multi-Agent GenAI System for Developer Support and Documentation | Insurance |
| j.p._morgan_chase | Multi-Agent Investment Research Assistant with RAG and Human-in-the-Loop | Finance |
| cognizant | Multi-Agent LLM System for Business Process Automation | Tech |
| amazon_logistics | Multi-Agent LLM System for Logistics Planning Optimization | E-commerce |
| nimble_gravity,_hiflylabs | Multi-Agent LLM Systems: Implementation Patterns and Production Case Studies | Consulting |
| fujitsu | Multi-Agent Orchestration for Automated Sales Proposal Generation | Tech |
| atlassian | Multi-Agent Orchestration for Enterprise Conversational AI | Tech |
| personize.ai | Multi-Agent Personalization Engine with Proactive Memory System for Batch Processing | Tech |
| prophero | Multi-Agent Property Investment Advisor with Continuous Evaluation | Finance |
| wix | Multi-Agent RAG System for Enterprise Data Discovery | Tech |
| madrigal | Multi-Agent Research and Intelligence Platform for Pharmaceutical Data Integration | Healthcare |
| factory | Multi-Agent Software Development System with Extended Autonomous Execution | Tech |
| linkedin | Multi-Agent System Architecture for Autonomous Recruiting Agents | HR |
| servicenow | Multi-Agent System for Customer Success and Sales Orchestration | Tech |
| listenlabs | Multi-Agent System for Interview Analysis and Report Generation at Scale | Tech |
| meta | Multi-Agent System for Misinformation Detection and Correction at Scale | Media & Entertainment |
| chaos_labs | Multi-Agent System for Prediction Market Resolution Using LangChain and LangGraph | Finance |
| cognition | Multi-Agent Systems in Production: Code Generation and Review at Scale | Tech |
| exa | Multi-Agent Web Research System with Dynamic Task Generation | Tech |
| slack | Multi-Cloud LLM Infrastructure Evolution at Scale | Tech |
| glean_/_deloitte_/_docusign | Multi-Company Panel Discussion on Enterprise AI and Agentic AI Deployment Challenges | Tech |
| various_(thinking_machines,_yutori,_evolutionaryscale,_perplexity,_axiom) | Multi-Company Panel Discussion on Production LLM Frameworks and Scaling Challenges | Tech |
| abridge_/_replit_/_hebbia | Multi-Company Panel on Building Production-Grade AI Agent Systems | Tech |
| meta_/_aws_/_nvidia_/_conversenow | Multi-Company Panel on Production LLM Deployment Strategies and Small Language Model Optimization | Tech |
| tempo_labs_/_zencoder_/_diffusion_/_bito_/_gamma_/_create | Multi-Company Showcase: AI-Powered Development Tools and Creative Applications | Tech |
| amd_/_somite_ai_/_upstage_/_rambler_ai | Multi-Industry AI Deployment Strategies with Diverse Hardware and Sovereign AI Considerations | Tech |
| caylent | Multi-Industry LLM Deployment: Building Production AI Systems Across Diverse Verticals | Consulting |
| feedzai | Multi-Label Red Flag Detection System for Fraud Prevention | Finance |
| salesforce | Multi-Layered Caching Architecture for AI Metadata Service Scalability | Tech |
| treater | Multi-Layered LLM Evaluation Pipeline for Production Content Generation | Tech |
| addverb | Multi-Lingual Voice Control System for AGV Management Using Edge LLMs | Tech |
| mercado_libre | Multi-LLM Orchestration for Product Matching at Scale | E-commerce |
| convirza | Multi-LoRA Serving for Agent Performance Analysis at Scale | Tech |
| various | Multi-Modal AI Agents: Architectures and Production Deployment Patterns | Tech |
| instacart | Multi-modal LLM Platform for Catalog Attribute Extraction at Scale | E-commerce |
| upwork | Multi-Model AI Strategy for Talent Marketplace Optimization | HR |
| bito | Multi-Model LLM Orchestration with Rate Limit Management | Tech |
| cognition | Multi-Model Routing for Cost-Efficient AI Code Generation | Tech |
| rufus | Multi-node LLM inference scaling using AWS Trainium and vLLM for conversational AI shopping assistant | E-commerce |
| thumbtack | Multi-Path AI Evaluation Framework for Marketplace Trust and Safety | Tech |
| capgemini | Multi-Tenant AI Chatbot Platform for Industrial Conglomerate Operating Companies | Tech |
| braingrid | Multi-Tenant MCP Server Authentication with Redis Session Management | Tech |
| national_university_of_the_south | MultiCare: A Large-Scale Medical Case Report Dataset for AI Model Training | Healthcare |
| intercom | Multilingual Content Navigation and Localization System | Media & Entertainment |
| a2i | Multilingual Document Processing Pipeline with Human-in-the-Loop Validation | Tech |
| grammarly | Multilingual Text Editing via Instruction Tuning | Tech |
| twelve_labs | Multimodal AI Vector Search for Advanced Video Understanding | Tech |
| actum_digital | Multimodal Art Collection Search Using Vector Databases and LLMs | Media & Entertainment |
| runway | Multimodal Feature Stores and Research-Engineering Collaboration | Media & Entertainment |
| john_snow_labs | Multimodal Healthcare Data Integration with Specialized LLMs | Healthcare |
| zalando | Multimodal LLM-as-a-Judge for Large-Scale Product Retrieval Evaluation | E-commerce |
| microsoft | Multimodal RAG Architecture Optimization for Production | Tech |
| infosys | Multimodal RAG Solution for Oil and Gas Drilling Data Processing | Energy |
| farfetch | Multimodal Search and Conversational AI for Fashion E-commerce Catalog | E-commerce |
| capita_/_uk_department_of_science | National-Scale AI Deployment in UK Public Sector: Contact Center Automation and Citizen Information Retrieval | Government |
| google_deepmind | Native Image Generation with Multimodal Context in Gemini 2.5 Flash | Tech |
| skai | Natural Language Analytics Assistant Using Amazon Bedrock Agents | Media & Entertainment |
| gitlab | Natural Language Analytics with Snowflake Cortex for Self-Service BI | Tech |
| aachen_uniklinik_/_aurea_software | Natural Language Interface for Healthcare Data Analytics using LLMs | Healthcare |
| volvo | Natural Language Interface to Business Intelligence Using RAG | Automotive |
| honeycomb | Natural Language Query Interface with Production LLM Integration | Tech |
| uber | Natural Language to SQL Query Generation at Scale | Tech |
| nice | Natural Language to SQL System with Production Safeguards for Contact Center Analytics | Telecommunications |
| netflix | Knowledge Graph Enhancement with LLMs for Content Understanding | Media & Entertainment |
| vodafone | Network Operations Transformation with GenAI and AIOps | Telecommunications |
| swiggy | Neural Search and Conversational AI for Food Delivery and Restaurant Discovery | E-commerce |
| bosch | Next-Generation AI-Powered In-Vehicle Assistant with Hybrid Edge-Cloud Architecture | Automotive |
| linkedin | Next-Generation Feed Ranking with LLMs and Sequential Transformers | Tech |
| wroclaw_medical_university | NLP and Machine Learning for Early Sepsis Detection in Neonatal Care | Healthcare |
| duolingo | No-Code Agentic Workflow Platform for Automated Code Changes | Education |
| new_relic | Observability Platform's Journey to Production GenAI Integration | Tech |
| mastra | Observational Memory: Human-Inspired Context Compression for Agent Systems | Tech |
| google | On-Device Grammar Correction with Sequence-to-Sequence Models | Tech |
| grammarly | On-Device Personalized Lexicon Learning for Mobile Keyboard | Tech |
| grammarly | On-Device Unified Spelling and Grammar Correction Model | Tech |
| doordash | One-Click Simulation and Evaluation Platform for Support Chatbots | E-commerce |
| stripe | One-Shot End-to-End Coding Agents for Developer Productivity | Finance |
| stripe | One-Shot End-to-End Coding Agents for Developer Productivity | Finance |
| cursor | Online Reinforcement Learning for Code Completion at Scale | Tech |
| huggingface | Open-Source Agent Contributions Repository | Tech |
| paperclip | Open-Source Agent Orchestration Platform for Multi-Agent Business Automation | Tech |
| meta | Open Source Code Generation Model Release and Production Deployment Considerations | Tech |
| boltz | Open-Source Protein Structure Prediction and Generative Design Platform for Drug Discovery | Healthcare |
| various_(alation,_grottoai,_nvidia,_olx) | Open Source vs. Closed Source Agentic Stacks: Panel Discussion on Production Deployment Strategies | Tech |
| podium | Optimizing Agent Behavior and Support Operations with LangSmith Testing and Observability | Tech |
| cursor | Optimizing Agent Harness for OpenAI Codex Models in Production | Tech |
| convirza | Optimizing Call Center Analytics with Small Language Models and Multi-Adapter Serving | Telecommunications |
| h2o.ai | Optimizing Cloud Storage Infrastructure for Enterprise AI Platform Operations | Tech |
| moveworks | Optimizing Copilot Latency with NVIDIA TensorRT-LLM Integration | Tech |
| nextdoor | Optimizing Email Engagement Using LLMs and Rejection Sampling | Tech |
| rolls-royce | Optimizing Engineering Design with Conditional GANs | Automotive |
| alipay | Optimizing Generative Retrieval to Reduce LLM Hallucinations in Search Systems | Finance |
| linkedin | Optimizing GPU Memory Usage in LLM Training with Liger-Kernel | Tech |
| replit | Optimizing LLM Server Startup Times for Preemptable GPU Infrastructure | Tech |
| dataherald | Optimizing LLM Token Usage with Production Monitoring in Natural Language to SQL System | Tech |
| linkedin | Optimizing LLM Training with Efficient GPU Kernels | Tech |
| linkedin | Optimizing LLM Training with Triton Kernels and Infrastructure Stack | Tech |
| care_access | Optimizing Medical Record Processing with Prompt Caching at Scale | Healthcare |
| idiada | Optimizing Production LLM Chatbot Performance Through Multi-Model Classification | Automotive |
| prem_ai | Optimizing Production Vision Pipelines for Planet Image Generation | Tech |
| statista | Optimizing RAG-based Search Results for Production: A Journey from POC to Production | Research & Academia |
| elevenlabs | Optimizing RAG Latency Through Model Racing and Self-Hosted Infrastructure | Tech |
| aws_genaiic | Optimizing RAG Systems: Lessons from Production | Tech |
| athena_intelligence | Optimizing Research Report Generation with LangChain Stack and LLM Observability | Tech |
| google | Optimizing Security Incident Response with LLMs at Google | Tech |
| trellix | Optimizing Security Threat Investigation with Multi-Model LLM Strategy | Tech |
| idinsight | Optimizing Text-to-SQL Pipeline Using Agent Experiments | Tech |
| snowflake | Optimizing vLLM for High-Throughput Embedding Inference at Scale | Tech |
| macroscope | Orchestrating Fleet-Scale AI Coding Agents with Temporal Workflows | Tech |
| cubic | Orchestrating Multi-Agent Code Review Systems with Improved Observability and Reliability | Tech |
| neeva | Overcoming LLM Production Deployment Challenges | Tech |
| various | Panel Discussion: Best Practices for LLMs in Production | Tech |
| zenity_/_hetz_/_aidoc_/_band_/_mongodb | Panel Discussion on AI Agents in Production: Security, Evaluation, and Infrastructure | Tech |
| various | Panel Discussion on Building Production LLM Applications | Tech |
| various | Panel Discussion on LLM Evaluation and Production Deployment Best Practices | Tech |
| google,_databricks,_ | Panel Discussion on LLMOps Challenges: Model Selection, Ethics, and Production Deployment | Tech |
| various | Panel Discussion: Real-World LLM Production Use Cases | Other |
| various | Panel Discussion: Scaling Generative AI in Enterprise - Challenges and Best Practices | Tech |
| google | Parallel Asynchronous AI Coding Agents for Development Workflows | Tech |
| uber | PerfInsights: AI-Powered Performance Optimization for Go Services | Tech |
| popsa | Personalised Photo Book Title Generation Using Retrieval-Augmented LLMs | Tech |
| cherrypick | Personalized Meal Plan Generator with LLM-Powered Recommendations | E-commerce |
| spotify | Personalized Music Recommendation at Scale Using LLMs and User Embeddings | Media & Entertainment |
| humanloop | Pitfalls and Best Practices for Production LLM Applications | Tech |
| windsurf | Pivoting from GPU Infrastructure to Building an AI-Powered Development Environment | Tech |
| intuit | Platform-Centric AI-Assisted Code Generation with Context-Aware Systems | Finance |
| linkedin | Platform-Driven AI Agent Orchestration for Large-Scale Engineering | Tech |
| linkedin | Platform Engineering for AI: Scaling Multi-Agentic Systems with MCP | Tech |
| prosus | Plus One: Internal LLM Platform for Cross-Company AI Adoption | Tech |
| ndus | Policy Search and Response System Using LLMs in Higher Education | Education |
| harvey | Post-Training a Frontier Legal AI Agent Through Full-Stack Optimization | Legal |
| openai | Post-Training and Production LLM Systems at Scale | Tech |
| prolego | Practical Challenges in Building Production RAG Systems | Tech |
| cesar | Practical Implementation of LLMs for Automated Test Case Generation | Research & Academia |
| mercado_libre | Practical Lessons from Deploying LLMs in Production at Scale | E-commerce |
| bolbeck | Practical Lessons Learned from Building and Deploying GenAI Applications | Tech |
| parlance_labs | Practical LLM Deployment: From Evaluation to Fine-tuning | Consulting |
| linkedin | Pragmatic Product-Led Approach to LLM Integration and Prompt Engineering | Tech |
| liquid_ai | Pre-training and Deploying Small Language Models for Edge Devices | Tech |
| anthropic | Privacy-Preserving LLM Usage Analysis System for Production AI Safety | Tech |
| unnamed_private_university | Privacy-Preserving University Chatbot with LiteLLM Proxy for Multi-Model Governance and Cost Control | Education |
| pwc_/_warburg_pincus_/_abrigo | Private Equity AI Transformation: Lessons from Portfolio Companies | Finance |
| zoro_uk | Product Attribute Normalization and Sorting Using DSPy for Large-Scale E-commerce | E-commerce |
| raindrop | Production Agent Observability and Monitoring Platform | Tech |
| linkedin | Production Agent Platform Architecture for Multi-Agent Systems | Tech |
| various | Production Agents: Real-world Implementations of LLM-powered Autonomous Systems | Tech |
| various | Production Agents: Routing, Testing and Browser Automation Case Studies | Tech |
| digits | Production AI Agents for Accounting Automation: Engineering Process Daemons at Scale | Finance |
| cdl | Production AI Agents for Insurance Policy Management with Amazon Bedrock | Insurance |
| hex | Production AI Agents with Dynamic Planning and Reactive Evaluation | Tech |
| databricks_/_various | Production AI Deployment: Lessons from Real-World Agentic AI Systems | Healthcare |
| databricks | Production AI Framework for Retail Banking Chatbot | Finance |
| bonnier_news | Production AI Systems for News Personalization and Journalistic Workflows | Media & Entertainment |
| getonstack | Production Deployment Challenges and Infrastructure Gaps for Multi-Agent AI Systems | Tech |
| toqan | Production Deployment of Toqan Data Analyst Agent: From Prototype to Production Scale | Tech |
| doctolib | Production Evolution of an AI-Powered Medical Consultation Assistant | Healthcare |
| tinder | Production GenAI for User Safety and Enhanced Matching Experience | Tech |
| databricks_/_various | Production-Grade Multi-Agent AI Systems: Distributed Systems Patterns for Agent Coordination | Finance |
| feedyou | Production Intent Recognition System for Enterprise Chatbots | Tech |
| rasgo | Production Lessons from Building and Deploying AI Agents | Tech |
| stripe | Production LLM Implementation for Customer Support Response Generation | Finance |
| nubank,_harvey_ai,_galileo_and_convirza | Production LLM Systems at Scale - Lessons from Financial Services, Legal Tech, and ML Infrastructure | Tech |
| various | Production LLM Systems: Document Processing and Real Estate Agent Co-pilot Case Studies | Tech |
| raindrop | Production Monitoring and Issue Discovery for AI Agents | Tech |
| kapa.ai | Production RAG Best Practices: Implementation Lessons at Scale | Tech |
| jonfernandes | Production RAG Stack Development Through 37 Iterations for Financial Services | Finance |
| oso | Production-Ready Agent Behavior: Identity, Intent, and Governance | Tech |
| buzzfeed | Production-Ready LLM Integration Using Retrieval-Augmented Generation and Custom ReAct Implementation | Media & Entertainment |
| digits | Production-Ready Question Generation System Using Fine-Tuned T5 Models | Finance |
| reducto | Production-Scale Document Parsing with Vision-Language Models and Specialized OCR | Tech |
| playtika | Production-Scale Generative AI Infrastructure for Game Art Creation | Media & Entertainment |
| grammarly | Production-Scale NLP Suggestion System with Real-Time Text Processing | Tech |
| emergent_methods | Production-Scale RAG System for Real-Time News Processing and Analysis | Media & Entertainment |
| workos | Production Skills Framework for Agentic LLM Workflows | Tech |
| superlinked | Production Vector Search and Retrieval System Optimization at Scale | Tech |
| linkedin | Productionizing Generative AI Applications: From Exploration to Scale | Tech |
| grab | Productionizing LLM-Powered Data Governance with LangChain and LangSmith | Tech |
| amazon | Progressive Tool Discovery for MCP Servers to Manage Context at Scale | Media & Entertainment |
| prosus | SQL Query Agent for Data Democratization | Tech |
| elastic | Quantitative Framework for Production LLM Evaluation in Security Applications | Tech |
| xcel_energy | RAG-based Chatbot for Utility Operations and Customer Service | Energy |
| doordash | RAG-Based Dasher Support Automation with LLM Guardrails and Quality Monitoring | E-commerce |
| ramp | RAG-Based Industry Classification System for Customer Segmentation | Finance |
| ramp | RAG-Based Industry Classification System for Financial Services | Finance |
| ramp | RAG-Based Industry Classification System for Financial Services | Finance |
| climatealigned | RAG-Based System for Climate Finance Document Analysis | Finance |
| paypay | RAG-Enhanced Code Review Bot Using Historical Incident Data | Finance |
| allianz_direct | RAG-Powered Agent Assist Tool for Insurance Contact Centers | Insurance |
| philadelphia_union | RAG-Powered Chatbot for Sports Team Roster Management | Other |
| dataworkz | RAG-Powered Customer Service Call Center Analytics | Insurance |
| thomson_reuters | RAG-Powered Customer Support Enhancement Using GPT-4 | Legal |
| circuitry.ai | RAG-powered Decision Intelligence Platform for Manufacturing Knowledge Management | Tech |
| grab | RAG-Powered LLM System for Automated Analytics and Fraud Investigation | Tech |
| benchling | RAG-Powered Terraform Support Slackbot | Tech |
| co-op | RAG-Powered Virtual Assistant for Retail Store Operations | Tech |
| arcane | RAG System for Investment Policy Search and Advisory at RBC | Finance |
| gusto | Rapid AI Agent Development with Minimal Process Overhead | HR |
| pagerduty | Rapid Development and Deployment of Enterprise LLM Features Through Centralized LLM Service Architecture | Tech |
| vericant | Rapid Development of AI-Powered Video Interview Analysis System | Education |
| harvey | Rapid Integration of Advanced AI Models through Modular Architecture and Workflow Orchestration | Legal |
| trajectory | Rapid Post-Training of Open-Weight Models for Legal AI Applications | Legal |
| hassan_el_mghari | Rapid Prototyping and Scaling AI Applications Using Open Source Models | Tech |
| waypoint_ai | Read-Only Personal AI for Cognitive Exhaust Analysis | Tech |
| openai | Real-Time Access Control and Credit System for High-Scale LLM Products | Tech |
| us_bank | Real-time AI Agent Assistance in Contact Center Operations | Finance |
| earmark | Real-Time AI Chief of Staff for Product Teams | Tech |
| abridge | Real-time Clinical Audio Processing with Agentic Workflows | Healthcare |
| clari | Real-time Data Streaming Architecture for AI Customer Support | Other |
| university_of_california_los_angeles | Real-Time Generative AI for Immersive Theater Performance | Media & Entertainment |
| roblox | Real-Time Multilingual Chat Translation at Scale | Media & Entertainment |
| microsoft | Real-time Question-Answering System with Two-Stage LLM Architecture for Sales Content Recommendations | Tech |
| langchain | Rebuilding a Production Chatbot with Direct API Access and Multi-Agent Architecture | Tech |
| 11x | Rebuilding an AI SDR Agent with Multi-Agent Architecture for Enterprise Sales Automation | Tech |
| instacart | Rebuilding Query Understanding for E-Commerce Search with LLMs | E-commerce |
| casco | Red Teaming AI Agents: Uncovering Security Vulnerabilities in Production Systems | Tech |
| block | Red-Teaming an AI Agent: Security Testing of goose Through Operation Pale Fire | Finance |
| block | Red Teaming an Internal AI Agent Through Prompt Injection and Social Engineering | Finance |
| port_of_context | Reducing Agent Costs and Eliminating Rate-Limit Failures with Sandboxed Code Execution | Tech |
| cubic | Reducing False Positives in AI Code Review Agents Through Architecture Refinement | Tech |
| capital_one | Refining Input Guardrails for Safer LLM Applications Through Chain-of-Thought Fine-Tuning | Finance |
| cursor | Reinforcement Learning for Code Generation and Agent-Based Development Tools | Tech |
| cursor | Replacing Complex Feature Implementation with Prompt-Based Skills: Git Worktrees in Production | Tech |
| wellsky | Responsible AI Implementation for Healthcare Form Automation | Healthcare |
| mastercard | Responsible LLM Adoption for Fraud Detection with RAG Architecture | Finance |
| schneider_electric | Retrieval Augmented LLMs for Real-time CRM Account Linking | Energy |
| instacart | Revamping Query Understanding with LLMs in E-commerce Search | E-commerce |
| tabs | Revenue Intelligence Platform with Ambient AI Agents | Finance |
| square | RoBERTa for Large-Scale Merchant Classification | Finance |
| digits | Running LLM Agents in Production for Accounting Automation | Finance |
| pinterest | Safe Implementation of AI-Assisted Development with GitHub Copilot | Tech |
| salesforce | Autonomous AI Agent for Enhanced Customer Service Chatbots | Tech |
| ricoh | Scalable Intelligent Document Processing with Multi-Tenant Serverless Architecture | Healthcare |
| character.ai | Scaling a High-Traffic LLM Chat Application to 30,000 Messages Per Second | Tech |
| harvey | Scaling Agent-Based Architecture for Legal AI Assistant | Legal |
| siteimprove | Scaling Agentic AI for Digital Accessibility and Content Intelligence | Tech |
| orbital | Scaling Agentic AI Systems for Real Estate Due Diligence: Managing Prompt Tax at Production Scale | Legal |
| openai | Scaling Agentic Workflows with Temporal Cloud: Platform Engineering for Production LLM Systems | Tech |
| prosus | Scaling AI Agent Deployment Across a Global E-commerce Organization | E-commerce |
| salesforce | Scaling AI Agents Across Enterprise Sales and Customer Service Operations | Tech |
| range | Scaling AI Agents for Financial Advisory Services with Compliance and Observability | Finance |
| datadog | Scaling AI Agents in Production: Building and Operating Hundreds of Autonomous Agents | Tech |
| clay | Scaling AI Agents in Production for B2B Growth and Outreach | Tech |
| cox_automotive | Scaling AI Agents to Production: A Blueprint for Autonomous Customer Service | Automotive |
| choco | Scaling AI Applications with LLMs: Dynamic Context Injection and Few-Shot Learning for Order Processing | Tech |
| government_of_sweden | Scaling AI Assistants Across Swedish Government Offices Through Rapid Experimentation and Business-Led Innovation | Government |
| cursor | Scaling AI-Assisted Coding Infrastructure: From Auto-Complete to Global Deployment | Tech |
| slack | Scaling AI-Assisted Developer Tools and Agentic Workflows at Scale | Tech |
| factory_ai | Scaling AI Coding Agents Through Automated Verification and Specification-Driven Development | Tech |
| hubspot | Scaling AI Coding Assistant Adoption Across Engineering Organization | Tech |
| plaid | Scaling AI Coding Tool Adoption Across Engineering Teams | Finance |
| nvidia | Scaling AI Development with DGX Cloud: ServiceNow and SLB Production Deployments | Tech |
| spotify_/_anthropic | Scaling AI-Driven Code Automation and Engineering Productivity at Spotify | Media & Entertainment |
| harvey | Scaling AI Evaluation for Legal AI Systems Through Multi-Modal Assessment | Legal |
| harvey | Scaling AI Infrastructure for Legal AI Applications at Enterprise Scale | Legal |
| meta | Scaling AI Infrastructure: From Training to Inference at Meta | Tech |
| meta | Scaling AI Infrastructure: Managing Data Movement and Placement on Meta's Global Backbone Network | Tech |
| meta | Scaling AI Infrastructure: Network Architecture and Communication Optimization at Microsoft | Tech |
| meta | Scaling AI Network Infrastructure for Large Language Model Training at 100K+ GPU Scale | Tech |
| qodo_/_stackblitz | Scaling AI-Powered Code Generation in Browser and Enterprise Environments | Tech |
| dropbox | Scaling AI-Powered File Understanding with Efficient Embedding and LLM Architecture | Tech |
| duolingo | Scaling AI-Powered Language Learning Through Personalization, Assessment, and Content Generation | Education |
| uc_santa_barbara | Scaling AI-Powered Student Support Chatbots Across Campus | Education |
| notion | Scaling AI Product Development with Rigorous Evaluation and Observability | Tech |
| coactive_ai | Scaling AI Systems for Unstructured Data Processing: Logical Data Models and Embedding Optimization | Tech |
| rufus | Scaling an AI-Powered Conversational Shopping Assistant to 250 Million Users | E-commerce |
| perplexity_ai | Scaling an AI-Powered Search and Research Assistant from Prototype to Production | Tech |
| base44 | Scaling an AI-Powered Vibe Coding Platform from 1 to 80 Engineers | Tech |
| intercom | Scaling an Autonomous AI Customer Support Agent from Demo to Production | Tech |
| sentry | Scaling an MCP Server for Error Monitoring to 60 Million Monthly Requests | Tech |
| anthropic | Scaling and Operating Large Language Models at the Frontier | Tech |
| various | Scaling and Optimizing Self-Hosted LLMs for Developer Documentation | Tech |
| duolingo | Scaling Audio Content Generation with LLMs and TTS for Language Learning | Education |
| voiceflow | Scaling Chatbot Platform with Hybrid LLM and Custom Model Approach | Tech |
| propel_holdings_/_xanterra_travel_collection | Scaling Contact Center Operations with AI Agents in Fintech and Travel Industries | Finance |
| bundesliga | Scaling Content Production and Fan Engagement with Gen AI | Media & Entertainment |
| blackrock | Scaling Custom AI Application Development Through Modular LLM Framework | Finance |
| intercom | Scaling Customer Support AI Chatbot to Production with Multiple LLM Providers | Tech |
| coinbase | Scaling Customer Support, Compliance, and Developer Productivity with Gen AI | Finance |
| coinbase | Scaling Customer Support with an LLM-Powered Conversational Chatbot | Finance |
| notion | Scaling Data Infrastructure for AI Features and RAG | Tech |
| tavily_/_nebius | Scaling Deep Research Agents through Architecture Optimization and Context Management | Tech |
| vendr_/_extend | Scaling Document Processing with LLMs and Human Review | Tech |
| articul8 | Scaling Domain-Specific Model Training with Distributed Infrastructure | Tech |
| yahoo | Scaling Email Content Extraction Using LLMs in Production | Tech |
| danswer | Scaling Enterprise RAG with Advanced Vector Search Migration | Tech |
| intellectai | Scaling ESG Compliance Analysis with RAG and Vector Search | Finance |
| lucid_motors | Scaling Finance Operations with Agentic AI in a High-Growth EV Manufacturer | Automotive |
| rogo | Scaling Financial Research and Analysis with Multi-Model LLM Architecture | Finance |
| ramp | Scaling Financial Software with GenAI and Production ML | Finance |
| nubank | Scaling Foundation Models for Predictive Banking Applications | Finance |
| ubisoft | Scaling Game Content Production with LLMs and Data Augmentation | Media & Entertainment |
| linkedin | Scaling GenAI Applications with vLLM for High-Throughput LLM Serving | Tech |
| slack | Scaling Generative AI Features to Millions of Users with Infrastructure Optimization and Quality Evaluation | Tech |
| georgia-pacific | Scaling Generative AI for Manufacturing Operations with RAG and Multi-Model Architecture | Other |
| roblox | Scaling Generative AI in Gaming: From Safety to Creation Tools | Media & Entertainment |
| clay | Scaling Go-to-Market AI Agents at Production Scale | Tech |
| hyro | Scaling Healthcare AI Agents from Prototype to 100 Million Conversations | Healthcare |
| openai | Scaling Image Generation to 100M New Users in One Week | Tech |
| osram | Scaling Knowledge Management with LLM-powered Chatbot in Manufacturing | Tech |
| storygraph | Scaling LLM and ML Models to 300M Monthly Requests with Self-Hosting | Media & Entertainment |
| manus | Scaling LLM Application Observability Through Automated Conversation Clustering and Analysis | Tech |
| various | Scaling LLM Applications in Telecommunications: Learnings from Verizon and Industry Partners | Telecommunications |
| linkedin | Scaling LLM-Based Ranking Systems with Prefill-Only Optimization | Tech |
| meta | Scaling LLM Inference Infrastructure at Meta: From Model Runner to Production Platform | Tech |
| perplexity | Scaling LLM Inference to Serve 400M+ Monthly Search Queries | Tech |
| meta | Scaling LLM Infrastructure: Building and Operating 24K GPU Clusters for LLaMA Training | Tech |
| netflix | Scaling LLM Post-Training Infrastructure for Production GenAI Applications | Media & Entertainment |
| fintool | Scaling LLM-Powered Financial Insights with Continuous Evaluation | Finance |
| adaptive_ml | Scaling LLM Production with Reinforcement Learning for Enterprise Agents | Tech |
| deepl | Scaling LLM Training and Inference with FP8 Precision | Tech |
| doordash | Scaling LLMs for Product Knowledge and Search in E-commerce | E-commerce |
| patch | Scaling Local News Coverage with AI-Powered Newsletter Generation | Media & Entertainment |
| meta | Scaling Meta AI's Feed Deep Dive from Launch to Product-Market Fit | Media & Entertainment |
| spotify | Scaling ML Annotation Platform with LLMs for Content Classification | Media & Entertainment |
| uber | Scaling Model Context Protocol (MCP) Infrastructure for Enterprise Agentic AI | Tech |
| cursor | Scaling Multi-Agent Autonomous Coding Systems | Tech |
| dropbox | Scaling Multimedia Search with Metadata-First Indexing and On-Demand Preview Generation | Tech |
| torc_robotics | Scaling Multimodal AI for Autonomous Trucking with Ray | Automotive |
| black_forest_labs | Scaling Multimodal Visual AI with Self-Supervised Learning for Real-Time Generation | Research & Academia |
| meta | Scaling Network Infrastructure to Support AI Workload Growth at Hyperscale | Tech |
| maestroqa | Scaling Open-Ended Customer Service Analysis with Foundation Models | Tech |
| choco | Scaling Order Processing Automation Using Modular LLM Architecture | E-commerce |
| paradigm | Scaling Parallel Agent Operations with LangChain and LangSmith Monitoring | Tech |
| meta | Scaling Privacy Infrastructure for GenAI Product Innovation | Tech |
| getyourguide | Scaling Product Categorization from Manual Tagging to LLM-Based Classification | E-commerce |
| godaddy | Scaling Product Categorization with Batch Inference and Prompt Engineering | E-commerce |
| amazon_finance | Scaling RAG Accuracy from 49% to 86% in Finance Q&A Assistant | Finance |
| farfetch | Scaling Recommender Systems with Vector Database Infrastructure | E-commerce |
| yelp | Scaling Search Query Understanding with LLMs: From POC to Production | Tech |
| fuzzy_labs | Scaling Self-Hosted LLMs with GPU Optimization and Load Testing | Tech |
| meta | Scaling Training Data Storage for Next-Generation Recommender Systems with User Sequences | Tech |
| tinder | Scaling Trust and Safety Using LLMs at Tinder | Tech |
| notion | Scaling Vector Search Infrastructure for AI-Powered Workspace Search | Tech |
| notion | Scaling Vector Search Infrastructure for AI-Powered Workspace Search | Tech |
| zilliz | Scaling Vector Search: Multi-Tier Storage and GPU Acceleration for Production Vector Databases | Tech |
| elevenlabs | Scaling Voice AI with GPU-Accelerated Infrastructure | Media & Entertainment |
| aetion | Scientific Intent Translation System for Healthcare Analytics Using Amazon Bedrock | Healthcare |
| ramp | Second-Order Automation: Multi-Agent System for Finance Workflow Generation | Finance |
| arcade | Secure Authentication for AI Agents using Model Context Protocol | Tech |
| mark43 | Secure Generative AI Integration for Public Safety Applications | Government |
| cloudflare | Security-Focused LLM Agent Harness for Automated Vulnerability Discovery | Tech |
| nvidia | Security Learnings from LLM Production Deployments | Tech |
| liftoff | Self-Hosting DeepSeek-R1 Models on AWS: A Cost-Benefit Analysis | Tech |
| factory | Self-Improving Agent Through LLM-Based Session Analysis | Tech |
| relevance_ai | Self-Improving Agentic Systems Using DSPy for Production Email Generation | Tech |
| amazon | Self-Learning Generative AI System for Product Catalog Enrichment | E-commerce |
| anthropic | Self-Service Data Analytics with Claude-Powered Agents | Tech |
| walmart | Semantic Caching for E-commerce Search Optimization | E-commerce |
| docetl | Semantic Data Processing at Scale with AI-Powered Query Optimization | Research & Academia |
| delivery_hero | Semantic Product Matching Using Retrieval-Rerank Architecture | E-commerce |
| etsy | Semantic Relevance Evaluation and Enhancement Framework for E-commerce Search | E-commerce |
| linkedin | Semantic Search for AI Agents at Scale: Retrieval and Ranking for LinkedIn's Hiring Assistant | HR |
| beams | Semantic Search for Aviation Safety Reports Using Embeddings and Hybrid Search | Other |
| flipkart | Semi-Supervised Fine-Tuning of Compact Vision-Language Models for Product Attribute Extraction | E-commerce |
| grammarly | Sequence-Tagging Approach to Grammatical Error Correction in Production | Tech |
| vercel | Simplifying Text-to-SQL Agents by Removing 80% of Tools | Tech |
| app.build | Six Principles for Building Production AI Agents | Tech |
| doordash | Small Language Models for Real-Time Ad Relevance Prediction | E-commerce |
| tokyo_electron | Small Specialist Agents for Semiconductor Manufacturing Optimization | Tech |
| philips | Smart Business Analyst: Automating Competitor Analysis in Medical Device Procurement | Healthcare |
| adyen | Smart Ticket Routing and Support Agent Copilot using LLMs | Finance |
| commandcode | Solving Tool Confusion and Design Slop in Open Model Coding Agents | Tech |
| google_/_notebookllm | Source-Grounded LLM Assistant with Multi-Modal Output Capabilities | Tech |
| accenture | Specialized Language Models for Contact Center Transformation | Consulting |
| ramp | Specialized Retrieval Subagent with Reinforcement Learning Post-Training for Spreadsheet Navigation | Finance |
| grammarly | Specialized Text Editing LLM Development through Instruction Tuning | Tech |
| q4 | SQL Generation and RAG for Financial Data Q&A Chatbot | Finance |
| zalando | State of Production Machine Learning and LLMOps in 2024 | Tech |
| doordash | Strategic Framework for Generative AI Implementation in Food Delivery Platform | E-commerce |
| tomtom | Strategic Implementation of Generative AI at Scale | Automotive |
| chevron_philips_chemical | Strategic LLM Implementation in Chemical Manufacturing with Focus on Documentation and Virtual Agents | Energy |
| notion | Strategic Model Management and Multi-Provider Optimization at Scale | Tech |
| checkr | Streamlining Background Check Classification with Fine-tuned Small Language Models | HR |
| clario | Streamlining Clinical Trial Documentation Generation with RAG and LLMs | Healthcare |
| hapag-lloyd | Streamlining Corporate Audits with GenAI-Powered Document Processing | Other |
| salesforce | Streamlining Custom LLM Deployment with Serverless Infrastructure | Tech |
| fiscalnote | Streamlining Legislative Analysis Model Deployment with MLOps | Legal |
| workos | Streamlining MCP Authentication with Cross-App Access (XAA) | Tech |
| shopify | Structured AI Workflow Orchestration for Developer Productivity at Scale | Tech |
| shopify | Structured Data Extraction from E-commerce Storefronts Using Specialized Agentic Architecture | E-commerce |
| duolingo | Structured LLM Conversations for Language Learning Video Calls | Education |
| shopify | Structured Workflow Orchestration for Large-Scale Code Operations with Claude | E-commerce |
| various | Student Innovation with Claude: Multi-Domain AI Applications from Education to National Security | Education |
| booking.com | Supervised Fine-Tuning for AI-Powered Travel Recommendations | E-commerce |
| altana | Supply Chain Intelligence Platform Using Compound AI Systems | Tech |
| faire | Swarm-Coding with Multiple Background Agents for Large-Scale Code Maintenance | E-commerce |
| colgate | Synthetic Consumer Survey Generation Using LLMs with Semantic Similarity Response Mapping | Other |
| canva | Synthetic Data Generation for Privacy-Preserving Search Evaluation | Tech |
| arize | System Prompt Learning for Coding Agents Using LLM-as-Judge Evaluation | Tech |
| ragas,_various | Systematic AI Application Improvement Through Evaluation-Driven Development | Tech |
| uber,_microsoft | Systematic Analysis of Prompt Templates in Production LLM Applications | Research & Academia |
| docetl | Systematic Approach to Building Reliable LLM Data Processing Pipelines Through Iterative Development | Research & Academia |
| canva | Systematic LLM Evaluation Framework for Content Generation | Tech |
| dropbox | Systematic Prompt Optimization for Production Relevance Judges Using DSPy | Tech |
| qatar_computing_research_institute | T-RAG: Tree-Based RAG Architecture for Question Answering Over Organizational Documents | Research & Academia |
| mixedbread_ai | Teaching AI Agents to Use Semantic Search Tools Effectively Through Knowledge Agent Training | Tech |
| shopify | Teaching Refusal Behavior Through Automated Data Curation with LLM Judge Consensus | E-commerce |
| opendev | Terminal-Native AI Coding Agent with Multi-Model Architecture and Adaptive Context Management | Tech |
| asos | Test-Driven Vibe Development: Integrating Quality Engineering with AI Code Generation | E-commerce |
| zed | Testing and Evaluation Strategies for AI-Powered Code Editor with Agentic Editing | Tech |
| zuru | Text-to-Floor Plan Generation Using LLMs with Prompt Engineering and Fine-Tuning | Tech |
| salesforce | Text-to-SQL AI Agent for Democratizing Data Access in Slack | Tech |
| swiggy | Text-to-SQL Solution for Data Democratization in Food Delivery Operations | E-commerce |
| msd | Text-to-SQL System for Complex Healthcare Database Queries | Healthcare |
| pinterest | Text-to-SQL System with RAG-Enhanced Table Selection | Tech |
| ice_/_nyse | Text-to-SQL System with Structured RAG and Comprehensive Evaluation | Finance |
| honeycomb | The Hidden Complexities of Building Production LLM Features: Lessons from Honeycomb's Query Assistant | Tech |
| thinking_machines | Thinking Machines' Tinker: Low-Level Fine-Tuning API for Production LLM Training | Tech |
| thoughtworks | Building an AI Co-Pilot Application: Patterns and Best Practices | Consulting |
| thoughtworks | Building an AI Co-pilot for Product Strategy with LLM Integration Patterns | Consulting |
| databook | Tool Masking for Enterprise Agentic AI Systems at Scale | Tech |
| institute_of_science_tokyo | Training a 70B Japanese Large Language Model with Amazon SageMaker HyperPod | Research & Academia |
| kimi_/_cursor_/_chroma | Training Agentic Models with Reinforcement Learning for Production Deployment | Tech |
| patronus_ai | Training and Deploying Advanced Hallucination Detection Models for LLM Evaluation | Tech |
| openai | Training and Deploying AI Coding Agents at Scale with GPT-5 Codex | Tech |
| dynamo | Training and Deploying Compliant Multilingual Foundation Models | Tech |
| openai | Training and Deploying GPT-4.5: Scaling Challenges and System Design at the Frontier | Tech |
| mosaicml | Training and Deploying MPT: Lessons Learned in Large Scale LLM Development | Tech |
| azercell | Training Low-Resource Language Models with Custom Tokenization and Kernel Optimization | Telecommunications |
| intercom | Transforming a Late-Stage SaaS Company into an AI-First Agent Business | Tech |
| aws_(alexa) | Transforming a Voice Assistant from Scripted Commands to Generative AI Conversation at Scale | Tech |
| nib | Transforming Agent and Customer Experience with Generative AI in Health Insurance | Insurance |
| nubank | Transforming HR Operations with AI-Powered Solutions at Scale | Finance |
| insurancedekho | Transforming Insurance Agent Support with RAG-Powered Chat Assistant | Insurance |
| modal | Transitioning from Frontier APIs to Fine-Tuned Models for Production AI Applications | Tech |
| lemonade | Troubleshooting and Optimizing RAG Pipelines: Lessons from Production | Insurance |
| elastic | Tuning RAG Search for Customer Support Chatbot | Tech |
| swiggy | Two-Stage Fine-Tuning of Language Models for Hyperlocal Food Search | E-commerce |
| uber | AI-Powered Developer Tools for Code Quality and Test Generation | Tech |
| uber | Building AI Developer Tools Using LangGraph for Large-Scale Software Development | Tech |
| elastic | UI/UX Design Considerations for Production GenAI Chatbots | Tech |
| trm | Unified AI Security Orchestrator: From Single-Purpose CVE Agent to Multi-Workflow Autonomous Platform | Tech |
| doordash | Unified Consumer Memory Platform for Personalization at Scale | E-commerce |
| rocket | Unified Data Foundation for AI-Fueled Mortgage and Home Ownership Platform | Finance |
| doctolib | Unified Healthcare Data Platform with LLMOps Integration | Healthcare |
| ramp | Unified Pipeline for AI Token Spend Management and Attribution | Finance |
| cbre | Unified Property Management Search and Digital Assistant Using Amazon Bedrock | Other |
| unify | Building and Evaluating Legal AI with Multi-Modal Evaluation Systems | Legal |
| unknown_company | | — |
| aetion | Unlocking Patient Population Insights Using Smart Subgroups and LLMs | Healthcare |
| carnegie_mellon | Usability Challenges in Commercial AI Agent Systems: A Study of Industry Aspirations vs. User Realities | Research & Academia |
| grab | User Foundation Models for Personalization at Scale | Tech |
| pinterest | User Journey Identification Using LLMs for Personalized Recommendations | Tech |
| 1password | Using AI Agents for Codebase Refactoring and Monolith Decomposition | Tech |
| incident | Using AI to Debug and Manage Complex AI Systems in Production | Tech |
| modal | Using Evaluation Systems and Inference-Time Scaling for Beautiful, Scannable QR Code Generation | Tech |
| uber | Using GenAI to Automatically Fix Java Resource Leaks | Tech |
| flipkart | Using LLMs for Automated Opinion Summary Evaluation in E-commerce | E-commerce |
| fight_health_insurance | Using LLMs to Combat Health Insurance Claim Denials | Healthcare |
| instacart | Using LLMs to Enhance Search Discovery and Recommendations | E-commerce |
| anzen | Using LLMs to Scale Insurance Operations at a Small Company | Insurance |
| ramp | Using RAG to Improve Industry Classification Accuracy | Finance |
| snorkel | Using RL to Make a 4B Parameter Model Outperform a 235B Parameter Model on Financial Analysis Tool Use | Finance |
| gusto | Using Token Log-Probabilities to Detect and Filter LLM Hallucinations in Customer Support | HR |
| windsurf | Variable Aggression Code Autocomplete with Fine-Tuned LLMs | Tech |
| various_(meta_/_google_/_monte_carlo_/_azure) | Enterprise Infrastructure Challenges for Agentic AI Systems in Production | Tech |
| couchbase | Vector Search and RAG Implementation for Enhanced User Search Experience | Finance |
| paramount+ | Video Content Summarization and Metadata Enrichment for Streaming Platform | Media & Entertainment |
| meta | Video Super-Resolution at Scale for Ads and Generative AI Content | Media & Entertainment |
| shopify | Vision Language Models for Large-Scale Product Classification and Understanding | E-commerce |
| various_(canonical,_prosus,_deepmind) | Voice AI Agent Development and Production Challenges | Tech |
| agoda | Workflow Simulator for Testing Flight Integration Connectors | E-commerce |
| openai | Zero Human-Written Code: Harness Engineering for Autonomous AI Agents at Scale | Tech |
| zillow | | — |