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95% of enterprise AI agent projects fail, per MIT research. The Canvas Framework provides a structured approach to define business problems before implementing tools like LangChain or CrewAI. Only 5% of evaluated enterprise AI tools reach production, highlighting the gap between exploration and execution.
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