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Method

How a Fractional AI Officer works with your team

This is how a Fractional AI Officer works: six signals, always in the same order, before I touch any code. The sixth, handover, is the hardest one, because nothing forces it once a system is live.

Measures

What I measure

  1. Data readiness

    I find out what data you actually hold, and that decides what a vendor's model may ever touch.

  2. Process fit

    I pick the one process with enough volume and a clear outcome to prove automation actually paid off.

  3. Governance

    I check whether your governance paperwork is real, or just something that looks like a control.

  4. Engineering capability

    I test whether your engineers can already roll back a bad model without waiting on me.

  5. Adoption

    I check who is still using the system a month after launch, from logs, not from the announcement email.

  6. Handover

    I close every engagement by naming an internal owner and writing down the decisions. Needing me two years later means I failed at this one.

Sequence

The order I work in

  1. Read what exists

    Repositories, data flows, vendor contracts and the spreadsheets people actually use. Descriptions come later.

  2. Name the owner

    One person with the authority to say no, accountable for AI risk, on the org chart.

  3. Classify the data

    I decide what may reach a vendor and who has the final call when that is unclear.

  4. Pick one process

    Volume plus a measurable outcome. If success needs a survey to detect, it is the wrong process.

  5. Ship it with evals

    Evals in CI, tracing, cost per outcome and a rollback path before it touches a customer.

  6. Hand it over

    The runbook and the decisions go to a named internal owner, and the engagement ends there.

Outcome

What changes

Today

  • A pilot looks finished in the demo and stops there.
  • Nobody with the authority to say no owns the AI risk.
  • A security questionnaire stalls the deal for weeks.
  • Budget keeps moving and the process underneath it stays the same.

After the engagement

  • One process is live in production, evals running in CI.
  • One named person owns AI risk and reports on it to the board.
  • Security questionnaires get answered from the register, same day.
  • What each outcome costs sits on a dashboard, next to the contract value.

Next step

Start with a 30-minute fit call.

I go through where you actually stand against these six, and what the first ninety days would cover.

Book a 30-min fit call

Or email hello@meshin.co