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AI-Native Venture Building

A method ventures are built to, not a standard they drift from.

The technical standard a venture meets before it leaves the studio, and how AI-assisted engineering is governed across several teams at once.

A studio's second venture rarely inherits the first one's technical judgment. Each team starts from whoever happens to be in the room, and the standard drifts venture by venture until diligence finds it.

I work with the studio rather than with one venture: the standard a venture meets before it leaves, how AI-assisted engineering is governed across several teams at once, and where judgment has to stay human when everything else gets cheaper.

Read the field guide for venture studios

Typical work

  • The technical standard a venture meets before it leaves the studio.
  • Governing AI-assisted engineering across several teams at once.
  • The AI-native scorecard, applied venture by venture.
  • The first ninety days of a new venture's technology.
  • Shared platform decisions against per-venture freedom.
  • Technical hiring and founding-engineer assessment.

Good fit when

  • Ventures leave the studio at inconsistent technical quality.
  • AI-assisted engineering is in use across teams and ungoverned.
  • The studio is raising, and its portfolio's technology will be examined.
  • Every venture re-decides questions the studio should have answered once.

How engagements work

  1. 01

    Establish the truth

    We examine the business context, technology, delivery, organisation and risks. The goal is not to confirm the prevailing story. It is to understand what is actually happening.

  2. 02

    Decide what matters

    We reduce a long list of concerns to the few decisions that will materially change the outcome.

  3. 03

    Turn decisions into work

    The result is a sequenced plan with owners, measures, dependencies and clear trade-offs.

  4. 04

    Build lasting capability

    Where the engagement continues, I work with the team to deliver the change and leave the organisation stronger than I found it.

See all four offers

Tell me where you are stuck.

You do not need to diagnose the engagement before we speak. Bring the business context, the technology question and the outcome you need.

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