Free one-pager

Production AI, not demoware.

The 12 questions we ask before any engagement — the same diagnostic we use with mid-market and enterprise teams shipping LLM systems that have to work on Monday morning.

Get the Production AI Readiness one-pager

Plus a free copy of the 12 questions we ask before any engagement. One short essay each week on shipping production AI.

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What you get

  • 1-page PDF — Letter format, fits on the wall above the standup board.
  • 12 questions across product, architecture, ops, and trust.
  • A weekly note in your inbox: short, opinionated, from someone shipping the same thing.

Who it's for

  • Engineering leaders moving an AI feature from prototype to production.
  • Founders deciding whether to fine-tune, RAG, or just ship the API call.
  • Teams who have shipped a demo and are not sure what's missing for launch.

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