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Tell me the problem

Not the specification. The problem, who it affects and what going wrong costs — that is what determines whether an AI system is the right answer at all.

Usually a good fit

  • An AI feature that works in a prototype and has to become a product
  • A retrieval system that returns plausible answers you cannot verify
  • An agent that needs tools, state and a defined escalation path
  • A workflow where the AI is the easy part and the integration is not

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