The tools-vs-toys framing is right but understates how badly the "tools" side is going. 85% of enterprise AI projects fail to reach production, and it's mostly because companies build chatbot demos instead of touching the coordination layer where employees actually spend 57% of their day. Incumbents have the advantage but they're blowing it too:
https://philippdubach.com/posts/enterprise-ai-strategy-is-ba...