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...
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