> ## Documentation Index
> Fetch the complete documentation index at: https://docs.langchain.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Case studies

This list of companies using LangGraph and their success stories is compiled from public sources. If your company uses LangGraph, we'd love for you to share your story and add it to the list. You’re also welcome to contribute updates based on publicly available information from other companies, such as blog posts or press releases.

| Company                                                                                                                                 | Industry                             | Use case                                                      | Reference                                                                                                                                                                                                                                                                                                                                     |
| --------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------ | ------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [AirTop](https://www.airtop.ai/)                                                                                                        | Software & Technology (GenAI Native) | Browser automation for AI agents                              | [Case study, 2024](https://blog.langchain.dev/customers-airtop/)                                                                                                                                                                                                                                                                              |
| [AppFolio](https://www.appfolio.com/)                                                                                                   | Real Estate                          | Copilot for domain-specific task                              | [Case study, 2024](https://blog.langchain.dev/customers-appfolio/)                                                                                                                                                                                                                                                                            |
| [Athena Intelligence](https://www.athenaintel.com/)                                                                                     | Software & Technology (GenAI Native) | Research & summarization                                      | [Case study, 2024](https://blog.langchain.dev/customers-athena-intelligence/)                                                                                                                                                                                                                                                                 |
| [BlackRock](https://www.blackrock.com/)                                                                                                 | Financial Services                   | Copilot for domain-specific task                              | [Interrupt talk, 2025](https://youtu.be/oyqeCHFM5U4?feature=shared)                                                                                                                                                                                                                                                                           |
| [Captide](https://www.captide.co/)                                                                                                      | Software & Technology (GenAI Native) | Data extraction                                               | [Case study, 2025](https://blog.langchain.dev/how-captide-is-redefining-equity-research-with-agentic-workflows-built-on-langgraph-and-langsmith/)                                                                                                                                                                                             |
| [Cisco CX](https://www.cisco.com/site/us/en/services/modern-data-center/index.html?CCID=cc005911\&DTID=eivtotr001480\&OID=srwsas032775) | Software & Technology                | Customer support                                              | [Interrupt Talk, 2025](https://youtu.be/gPhyPRtIMn0?feature=shared)                                                                                                                                                                                                                                                                           |
| [Cisco Outshift](https://outshift.cisco.com/)                                                                                           | Software & Technology                | DevOps                                                        | [Video story, 2025](https://www.youtube.com/watch?v=htcb-vGR_x0); [Case study, 2025](https://blog.langchain.com/cisco-outshift/); [Blog post, 2025](https://outshift.cisco.com/blog/build-react-agent-application-for-devops-tasks-using-rest-apis)                                                                                           |
| [Cisco TAC](https://www.cisco.com/c/en/us/support/index.html)                                                                           | Software & Technology                | Customer support                                              | [Video story, 2025](https://youtu.be/EAj0HBDGqaE?feature=shared)                                                                                                                                                                                                                                                                              |
| [City of Hope](https://www.cityofhope.org/)                                                                                             | Non-profit                           | Copilot for domain-specific task                              | [Video story, 2025](https://youtu.be/9ABwtK2gIZU?feature=shared)                                                                                                                                                                                                                                                                              |
| [C.H. Robinson](https://www.chrobinson.com/en-us/)                                                                                      | Logistics                            | Automation                                                    | [Case study, 2025](https://blog.langchain.dev/customers-chrobinson/)                                                                                                                                                                                                                                                                          |
| [Definely](https://www.definely.com/)                                                                                                   | Legal                                | Copilot for domain-specific task                              | [Case study, 2025](https://blog.langchain.com/customers-definely/)                                                                                                                                                                                                                                                                            |
| [Docent Pro](https://docentpro.com/)                                                                                                    | Travel                               | GenAI embedded product experiences                            | [Case study, 2025](https://blog.langchain.com/customers-docentpro/)                                                                                                                                                                                                                                                                           |
| [Elastic](https://www.elastic.co/)                                                                                                      | Software & Technology                | Copilot for domain-specific task                              | [Blog post, 2025](https://www.elastic.co/blog/elastic-security-generative-ai-features)                                                                                                                                                                                                                                                        |
| [Exa](https://exa.ai/)                                                                                                                  | Software & Technology (GenAI Native) | Search                                                        | [Case study, 2025](https://blog.langchain.com/exa/)                                                                                                                                                                                                                                                                                           |
| [GitLab](https://about.gitlab.com/)                                                                                                     | Software & Technology                | Code generation                                               | [Duo workflow docs](https://handbook.gitlab.com/handbook/engineering/architecture/design-documents/duo_workflow/)                                                                                                                                                                                                                             |
| [Harmonic](https://harmonic.ai/)                                                                                                        | Software & Technology                | Search                                                        | [Case study, 2025](https://blog.langchain.com/customers-harmonic/)                                                                                                                                                                                                                                                                            |
| [Inconvo](https://inconvo.ai/?ref=blog.langchain.dev)                                                                                   | Software & Technology                | Code generation                                               | [Case study, 2025](https://blog.langchain.dev/customers-inconvo/)                                                                                                                                                                                                                                                                             |
| [Infor](https://infor.com/)                                                                                                             | Software & Technology                | GenAI embedded product experiences; customer support; copilot | [Case study, 2025](https://blog.langchain.dev/customers-infor/)                                                                                                                                                                                                                                                                               |
| [J.P. Morgan](https://www.jpmorganchase.com/)                                                                                           | Financial Services                   | Copilot for domain-specific task                              | [Interrupt talk, 2025](https://youtu.be/yMalr0jiOAc?feature=shared)                                                                                                                                                                                                                                                                           |
| [Klarna](https://www.klarna.com/)                                                                                                       | Fintech                              | Copilot for domain-specific task                              | [Case study, 2025](https://blog.langchain.dev/customers-klarna/)                                                                                                                                                                                                                                                                              |
| [Komodo Health](https://www.komodohealth.com/)                                                                                          | Healthcare                           | Copilot for domain-specific task                              | [Blog post](https://www.komodohealth.com/perspectives/new-gen-ai-assistant-empowers-the-enterprise/)                                                                                                                                                                                                                                          |
| [LinkedIn](https://www.linkedin.com/)                                                                                                   | Social Media                         | Code generation; Search & discovery                           | [Interrupt talk, 2025](https://youtu.be/NmblVxyBhi8?feature=shared); [Blog post, 2025](https://www.linkedin.com/blog/engineering/ai/practical-text-to-sql-for-data-analytics); [Blog post, 2024](https://www.linkedin.com/blog/engineering/generative-ai/behind-the-platform-the-journey-to-create-the-linkedin-genai-application-tech-stack) |
| [Minimal](https://gominimal.ai/)                                                                                                        | E-commerce                           | Customer support                                              | [Case study, 2025](https://blog.langchain.dev/how-minimal-built-a-multi-agent-customer-support-system-with-langgraph-langsmith/)                                                                                                                                                                                                              |
| [Modern Treasury](https://www.moderntreasury.com/)                                                                                      | Fintech                              | GenAI embedded product experiences                            | [Video story, 2025](https://youtu.be/AwAiffXqaCU?feature=shared)                                                                                                                                                                                                                                                                              |
| [Monday](https://monday.com/)                                                                                                           | Software & Technology                | GenAI embedded product experiences                            | [Interrupt talk, 2025](https://blog.langchain.dev/how-minimal-built-a-multi-agent-customer-support-system-with-langgraph-langsmith/)                                                                                                                                                                                                          |
| [Morningstar](https://www.morningstar.com/)                                                                                             | Financial Services                   | Research & summarization                                      | [Video story, 2025](https://youtu.be/6LidoFXCJPs?feature=shared)                                                                                                                                                                                                                                                                              |
| [OpenRecovery](https://www.openrecovery.com/)                                                                                           | Healthcare                           | Copilot for domain-specific task                              | [Case study, 2024](https://blog.langchain.dev/customers-openrecovery/)                                                                                                                                                                                                                                                                        |
| [Pigment](https://www.pigment.com/)                                                                                                     | Fintech                              | GenAI embedded product experiences                            | [Video story, 2025](https://youtu.be/5JVSO2KYOmE?feature=shared)                                                                                                                                                                                                                                                                              |
| [Prosper](https://www.prosper.com/)                                                                                                     | Fintech                              | Customer support                                              | [Video story, 2025](https://youtu.be/9RFNOYtkwsc?feature=shared)                                                                                                                                                                                                                                                                              |
| [Qodo](https://www.qodo.ai/)                                                                                                            | Software & Technology (GenAI Native) | Code generation                                               | [Blog post, 2025](https://www.qodo.ai/blog/why-we-chose-langgraph-to-build-our-coding-agent/)                                                                                                                                                                                                                                                 |
| [Rakuten](https://www.rakuten.com/)                                                                                                     | E-commerce / Fintech                 | Copilot for domain-specific task                              | [Video story, 2025](https://youtu.be/gD1LIjCkuA8?feature=shared); [Blog post, 2025](https://rakuten.today/blog/from-ai-hype-to-real-world-tools-rakuten-teams-up-with-langchain.html)                                                                                                                                                         |
| [Replit](https://replit.com/)                                                                                                           | Software & Technology                | Code generation                                               | [Blog post, 2024](https://blog.langchain.dev/customers-replit/); [Breakout agent story, 2024](https://www.langchain.com/breakoutagents/replit); [Fireside chat video, 2024](https://www.youtube.com/watch?v=ViykMqljjxU)                                                                                                                      |
| [Rexera](https://www.rexera.com/)                                                                                                       | Real Estate (GenAI Native)           | Copilot for domain-specific task                              | [Case study, 2024](https://blog.langchain.dev/customers-rexera/)                                                                                                                                                                                                                                                                              |
| [Abu Dhabi Government](https://www.tamm.abudhabi/)                                                                                      | Government                           | Search                                                        | [Case study, 2025](https://blog.langchain.com/customers-abu-dhabi-government/)                                                                                                                                                                                                                                                                |
| [Tradestack](https://www.tradestack.uk/)                                                                                                | Software & Technology (GenAI Native) | Copilot for domain-specific task                              | [Case study, 2024](https://blog.langchain.dev/customers-tradestack/)                                                                                                                                                                                                                                                                          |
| [Uber](https://www.uber.com/)                                                                                                           | Transportation                       | Developer productivity; Code generation                       | [Interrupt talk, 2025](https://youtu.be/Bugs0dVcNI8?feature=shared); [Presentation, 2024](https://dpe.org/sessions/ty-smith-adam-huda/this-year-in-ubers-ai-driven-developer-productivity-revolution/); [Video, 2024](https://www.youtube.com/watch?v=8rkA5vWUE4Y)                                                                            |
| [Unify](https://www.unifygtm.com/)                                                                                                      | Software & Technology (GenAI Native) | Copilot for domain-specific task                              | [Interrupt talk, 2025](https://youtu.be/pKk-LfhujwI?feature=shared); [Blog post, 2024](https://blog.langchain.dev/unify-launches-agents-for-account-qualification-using-langgraph-and-langsmith/)                                                                                                                                             |
| [Vizient](https://www.vizientinc.com/)                                                                                                  | Healthcare                           | Copilot for domain-specific task                              | [Video story, 2025](https://www.youtube.com/watch?v=vrjJ6NuyTWA); [Case study, 2025](https://blog.langchain.dev/p/3d2cd58c-13a5-4df9-bd84-7d54ed0ed82c/)                                                                                                                                                                                      |
| [Vodafone](https://www.vodafone.com/)                                                                                                   | Telecommunications                   | Code generation; internal search                              | [Case study, 2025](https://blog.langchain.dev/customers-vodafone/)                                                                                                                                                                                                                                                                            |
| [WebToon](https://www.webtoons.com/en/)                                                                                                 | Media & Entertainment                | Data extraction                                               | [Case study, 2025](https://blog.langchain.com/customers-webtoon/)                                                                                                                                                                                                                                                                             |
| [11x](https://www.11x.ai/)                                                                                                              | Software & Technology (GenAI Native) | Research & outreach                                           | [Interrupt talk, 2025](https://youtu.be/fegwPmaAPQk?feature=shared)                                                                                                                                                                                                                                                                           |

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