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The Production AI Brief

One short, opinionated note on AI agents in production. Every week.

Capability, maturity, and the four numbers your CFO will ask. Written by the consulting team that grades AI agent programs for a living. No fluff. No recycled vendor pitches. Reply to any issue and a human will read it.

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What you get every week

  • One sharpened claim

    A single point of view, defended in plain English. If your team reads it on a Tuesday, you have a different conversation by Thursday.

  • One concrete artifact

    A checklist, a diagram, a question to ask in your next operating review. Things you can use, not things you have to read twice.

  • One pattern from the field

    Anonymized, but real. The way teams actually fail when they collide with production AI, and the small move that would have prevented it.

  • Zero recycled vendor pitches

    We do not sell tools. We do not chase model releases. We write about what stays after the demo: capability, maturity, and the cost of operating.

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The newsletter is a weekly drip on the same canon. The full picture lives in our pillar article on the AI Agent Maturity Model.