OPERATE AND SCALE

Physical AI Operating Partner

Ongoing senior leadership for organisations running several AI initiatives — keeping the production bar high across the portfolio. Also known as a Fractional CAIO: an operator, not an analyst, accountable for production decisions, architecture and governance.

Start with a 30-minute, no-obligation fit call.

One owner of the production bar.

When several AI initiatives compete for attention, the risk is inconsistent standards and no one accountable for what reaches production. A Physical AI Operating Partner provides that continuity — senior production, architecture and governance leadership, embedded part-time and accountable across programs.

Typical responsibilities

Shaped to your portfolio and cadence.

Portfolio prioritisation across AI initiatives
Production-gate reviews
Architecture decisions and independent review
Vendor and build-versus-buy evaluation
AI governance and operational-risk review
Roadmap management and cross-program consistency
Incident review
Capability building in your teams
Quarterly operating reviews
Executive and investment advice

How the engagement works

Establish the bar

Agree the production standards, governance and decision rights across the portfolio.

Embed part-time

Operate as a fractional senior leader — production-gate reviews, architecture decisions, vendor evaluation.

Operating reviews

Review the portfolio, risk and roadmap with executives each quarter; adjust priorities.

Build capability

Transfer judgement and standards so your teams raise their own production bar over time.

What shapes the engagement

Defined together — scope depends on:

Number and maturity of AI initiatives
Cadence and time commitment required
Governance and regulatory context
Degree of decision authority
Whether delivery teams are in place or need building
Executive and board involvement

Pricing and terms

Scoped engagement — defined together after a fit call
A typical cadence is agreed up front (for example, a set number of days per month)
No published monthly rate — the engagement is shaped to your portfolio
Quarterly operating reviews as a standing checkpoint

Where this sits

Review → build and deploy → operate and scale. A Production Readiness Review decides on one initiative; a Pilot-to-Production Program builds one system; the Operating Partner keeps standards high across several — the continuity layer above individual engagements.

FAQ

Is this the same as a Fractional CAIO?: Yes — Physical AI Operating Partner is the engagement; Fractional CAIO is the recognisable title. The emphasis is on production and architecture accountability, not advice alone.
How much time does it involve?: A typical cadence is agreed up front — for example a set number of days per month — and adjusted at quarterly operating reviews. It is shaped to your portfolio, not a fixed package.
Do you replace our team?: No. The role is to raise and hold the production bar and build your team's capability — not to become a permanent dependency.

Running several AI initiatives?

Start with a 30-minute fit call. We will discuss whether an Operating Partner engagement fits how your portfolio is run.

30-minute, no-obligation fit call.