You’ve seen hundreds of agent maps. Most are too broad.

Enterprises don’t need RAG chatbots. They need knowledge agents that handle multi-step, high-stakes tasks.

This map highlights the current players in the space. Check it out 👇@awscloud @databricks @LangChainAI… pic.twitter.com/hl52HLuIi9

— AI21 Labs (@AI21Labs) 25 août 2025

You’ve seen hundreds of agent maps. Most are too broad. Enterprises don’t need RAG chatbots. They need knowledge agents that handle multi-step, high-stakes tasks. This map highlights the current players in the space. Check it out @awscloud @databricks @langchain

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