PHYSICAL AI PRODUCT OPERATING PARTNER

Embedded fractional CPO or Head of Product leadership for Physical AI.

A recurring, embedded product-and-architecture leadership mandate for organisations whose founder or CTO still carries product responsibility, or whose portfolio needs coherence. Decision rights, sponsor access, cadence and exit conditions are written before the role begins.

Discuss the product decision

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

When an Operating Partner is the right instrument

Several product and AI initiatives run at once, and the person arbitrating between them is a founder or a CTO who already holds another job.

  • Product decisions queue behind an executive who cannot reach them, and teams pick a direction by default.
  • Each initiative applies its own standard for what counts as ready, so nothing is comparable at portfolio level.
  • No one person is accountable for connecting product, architecture, safety, field operations and economics across the portfolio.

Recurring decisions need an accountable owner.

When several AI initiatives compete for attention, the problem is not another advisory report. It is inconsistent standards, delayed calls and no senior owner connecting product, architecture, field, safety and economics. The Operating Partner supplies that continuity while deliberately building the internal successor and exit path.

What running without an accountable product owner costs

A portfolio without an owner does not fail loudly. It drifts: initiatives outlive their evidence, commitments are made per project, and the permanent hire that would fix it is postponed one more quarter while the same decisions wait.

  • Initiatives continue past the point where the evidence stopped supporting them, because nobody owns the stop decision.
  • Architecture and vendor commitments are made project by project and become expensive to reconcile later.
  • Standards, gates and escalation paths are re-invented per team, so nothing accumulates into an operating system.

Decision rights, sponsor and boundary

The mandate is written before the role begins: one named executive sponsor, an explicit decision-rights and escalation matrix, an agreed operating cadence, the team interfaces the role works through, and the conditions under which it ends. What the mandate excludes is stated as plainly as what it includes — everything in the right-hand column stays with your organisation.

Hyperion owns (included in the mandate)

  • Portfolio prioritisation and one production bar applied consistently across initiatives
  • Product, system, software, data and AI architecture decisions inside the written decision rights
  • Production-gate reviews, build-versus-buy and vendor recommendations, and AI governance and operational-risk review
  • The decision log, roadmap coherence, and the executive and quarterly operating reviews
  • The transition plan: developing the internal successor and running the handover that ends the mandate

The client owns (excluded from the mandate)

  • One named executive sponsor with the authority to confirm or overrule a portfolio decision
  • The delivery teams, the systems and the budget — Hyperion leads decisions, it does not supply a bench
  • The team interfaces the role works through: engineering, data, safety, field operations and commercial
  • Hiring and employment decisions, including appointing the internal successor the mandate develops
  • Regulatory, contractual and certification accountability

The operating mandate

The exact portfolio is scoped, but every mandate makes authority, cadence, records and capability transfer explicit.

  • Written sponsor, decision-rights and escalation matrix
  • Portfolio prioritisation across AI initiatives
  • Production-gate reviews
  • Product, system, software, data and AI architecture decisions
  • Vendor and build-versus-buy evaluation
  • AI governance and operational-risk review
  • Decision log, roadmap and cross-program consistency
  • Incident learning and product feedback
  • Product organisation, hiring and internal successor plan
  • Executive and quarterly operating reviews

How the engagement works

  1. First 30 days — establish authorityMap the portfolio, decision debt and stakeholders; agree the product bar, governance, sponsor access, decision rights and operating measures.
  2. Days 31–60 — install the cadenceRun the prioritisation, gate, architecture and vendor decisions; leave each consequential call in an inspectable decision record.
  3. Days 61–90 — prove the systemReview portfolio flow, risks, evidence and ownership with the sponsor; adjust priorities and remove operating bottlenecks.
  4. Renew, hand over or stopAt each agreed checkpoint, continue with a revised mandate, transfer ownership to the internal successor or close the engagement cleanly.

What you receive

The mandate leaves behind an operating record, not a slide pack: artefacts your organisation continues to use after the role ends.

  • A written mandate: sponsor, decision rights, escalation path, cadence, team interfaces and stop conditions
  • A prioritised portfolio view with one production bar and comparable gate status per initiative
  • A decision log recording each consequential call, its evidence and the alternatives rejected
  • Production-gate readouts, architecture and vendor recommendations, and AI governance and operational-risk records
  • A transition plan naming the internal successor, the capability gaps to close and the exit conditions

Cadence, term and exit

The role is recurring, not permanent. Its purpose is to hold the product bar while the internal successor is developed, and then to end.

  • Days per month, working rhythm, sponsor access and response boundaries are agreed in writing before the role begins
  • An initial operating horizon with a written checkpoint to renew, revise, hand over or stop
  • A transition plan runs from the first checkpoint: the internal successor is named and developed, not discovered at the end

What shapes the engagement

The mandate names a single executive sponsor, an initial operating horizon, a days-per-month cadence and an explicit authority boundary. Scope then 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
  • Internal successor and exit conditions

Pricing and terms

  • Scoped engagement — defined together after a fit call
  • Days per month, working rhythm, sponsor access and response boundaries are agreed up front
  • From approximately €8,000/month, depending on scope and operating intensity — the engagement is shaped to your portfolio
  • A written checkpoint decides whether to renew, revise, hand over or stop

Fit

A good fit when

  • Several product or AI initiatives compete for the same executive attention
  • A sponsor can grant written decision rights and will be available at the agreed cadence
  • The organisation wants a consistent production bar more than another advisory report
  • There is an intent to build internal product leadership, and a successor to develop

Not a fit when

  • One consequential decision is the whole problem — a Product Decision Review is cheaper and faster
  • The expectation is engineering delivery capacity; Hyperion is not a staffing or engineering-delivery bench
  • Decision rights cannot be granted, so the role would advise without authority
  • The organisation wants a permanent executive now and a fractional role would only delay that hire

Relevant evidence

The judgement behind this mandate rests on a founder career record, bounded client mandates and Hyperion-owned reference implementations. Each is labelled with what it does and does not prove; modelled and simulated work is labelled as such and is never presented as a client outcome.

Review the evidence

Every engagement is led directly by Mohammed Cherifi. Specialist partners may be introduced for clearly defined work when required and disclosed; Hyperion is not a staffing or engineering-delivery bench.

FAQ

How does this relate to fractional Chief AI Officer or interim CTO roles?
The mandate is embedded Fractional CPO / Interim Head of Product leadership for Physical AI; where an organisation is searching for a fractional Chief AI Officer (CAIO) or an interim CTO for Physical AI, this is the product-leadership mandate that answers that need, with accountability for product, launch and portfolio rather than advice alone.
How much time does it involve?
Days per month, working rhythm, sponsor access and response boundaries are agreed in writing. The first checkpoint tests whether that cadence is enough for the portfolio; it is revised rather than quietly overloaded.
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.

Discuss the product decision

30-minute, no-obligation fit call.