PHYSICAL AI PRODUCT LEADERSHIP PROGRAM

Lead one Physical AI product to its next evidence-backed milestone.

A milestone-scoped mandate for one Physical AI product, one named evidence gate and one acceptance bar. Hyperion leads the product and architecture decisions, coordinates the critical-path work and leaves your team with the evidence, operating artefacts and ownership needed for the next commitment.

Discuss the product decision

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

When this Program is the right instrument

The direction is settled. What is missing is one accountable owner for the product and architecture decisions standing between the system you have and the next evidence-backed milestone.

  • A working prototype or pilot exists, but nobody can state what would have to be true to commit to the next stage.
  • Product, engineering, safety and field operations each hold part of the answer, and no one holds the decision.
  • A milestone has been promised to a board, a customer or an investor, and the evidence behind it is thin.

Cross one evidence gate — deliberately.

This is not an open-ended transformation programme or a menu of technical services. The mandate begins with the current product state, the next evidence-backed milestone and the conditions that close it. A prior Product Decision Review can supply that baseline, but an equivalent evidence pack is accepted.

What an unowned gate costs

Nothing dramatic happens when an evidence gate has no owner. The programme simply keeps spending against an unverified assumption, and the cost of reversing that assumption grows with every decision committed on top of it.

  • Engineering capacity keeps flowing into work the gate may not need.
  • The acceptance bar is renegotiated late, under commercial pressure, instead of early against the evidence.
  • Safety, security and field-operations constraints surface after the architecture is fixed, when they are expensive rather than cheap.

Who owns what

The mandate is written before it starts. Hyperion holds the product and architecture decisions on the critical path; your organisation holds the system, the people and the commercial commitments. What the mandate excludes is stated as plainly as what it includes.

Hyperion owns

  • The named milestone, its acceptance bar and the evidence plan that closes it
  • The product and system boundary, and the prioritised critical path across product, architecture, integration, reliability and governance
  • The decision log — every consequential call recorded with its evidence and the alternatives rejected
  • The executive gate readout and the recommendation that follows from it
  • Coordination of any specialist introduced for clearly defined work, with their role disclosed

The client owns

  • The system itself: the codebase, the hardware, the data and the production environment
  • The engineering, operations and safety people who do the work — Hyperion leads decisions, it does not supply a delivery bench
  • Access to the evidence: test results, field data, incident history, supplier and regulatory context
  • One executive sponsor able to accept or reject the gate recommendation
  • Commercial, contractual and certification commitments to customers and regulators

Baseline mandate and selectable workstreams

Every Program owns the gate, decision log, evidence plan and handover. Technical workstreams are selected only when they sit on that product's critical path.

  • Named milestone, acceptance bar and evidence plan
  • Product and system boundary with explicit decision rights
  • Prioritised critical path, decision log and risk register
  • Evidence pack, 90-day commitments and executive gate readout
  • Operational ownership, documentation and capability handover
  • Production architecture and edge/embedded runtime
  • Data and sensing readiness
  • Model integration and evaluation
  • OT/IT integration
  • Resilience and failure-mode analysis
  • Safety, cybersecurity, governance and human authority
  • Controlled launch, observability and incident readiness

How the program runs

  1. Name the gateConfirm the product and system boundary, the milestone, the acceptance bar, decision rights and the evidence required to close it.
  2. Lead the critical pathResolve the prioritised product, architecture, integration, reliability and governance work against the agreed acceptance bar.
  3. Prove the milestoneAssemble and review the evidence. Where the gate is launch, prepare a controlled rollout with monitoring, recovery and incident ownership.
  4. Decide & hand overRun the executive gate readout, record the decision and transfer the artefacts, capability and next commitments to your team.

What you receive

Every artefact is written to be used by your team after the mandate ends, and to be checked by someone who was not in the room.

  • A named milestone definition with its acceptance bar and evidence plan
  • A prioritised critical path with the decisions, risks and dependencies that sit on it
  • A decision log recording each consequential call, its evidence and the alternatives rejected
  • An evidence pack assembled against the acceptance bar, with its limits stated
  • An executive gate readout, a 90-day commitment plan and the operating documentation and handover notes

Duration

The Program is milestone-scoped rather than time-boxed: it runs until the named gate is closed, or until the evidence says it cannot be. Mandates are typically agreed against a horizon of one quarter and reviewed at each milestone.

  • One product, one evidence gate, one acceptance bar — the minimum useful unit
  • Milestone-based checkpoints rather than an open-ended retainer
  • A 90-day action plan is part of the work; production within 90 days is not promised

What shapes the scope

The minimum useful unit is one product, one evidence gate and one acceptance bar. Duration and quote depend on:

  • Number of use cases and sites
  • Hardware and OT integration complexity
  • Data readiness
  • Safety implications and regulatory classification
  • Existing architecture
  • On-site requirements and specialist involvement
  • How much delivery ownership you want us to carry
  • Timeline

Pricing and terms

  • Scoped quote — defined after a fit call and a reviewed evidence baseline
  • Milestone-based delivery against agreed acceptance criteria
  • A 90-day action plan or production checkpoint is part of the work — not a guarantee of production in 90 days
  • No universal results or fixed duration are promised

Fit

A good fit when

  • The direction is settled and the next milestone can be named
  • A sponsor can grant real decision rights over product and architecture
  • A team exists to do the engineering work and needs the decisions rather than the hands
  • Evidence is available, or can be produced inside the mandate

Not a fit when

  • The consequential decision itself is still open — start with a Product Decision Review
  • What is actually needed is engineering capacity; Hyperion is not a staffing or engineering-delivery bench
  • No sponsor can accept or reject a gate recommendation
  • An outcome has already been promised and the mandate is expected to ratify it

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

Do we need a Product Decision Review first?
Not automatically. The Program needs a credible evidence baseline, named blockers and acceptance criteria. A Product Decision Review can establish them; if you already have an equivalent evidence pack, we scope from that.
Do you guarantee production in 90 days?
No. We plan against a 90-day horizon and define production checkpoints, but real systems carry real risk. We are explicit about what is and is not within our control.
Who owns the system at the end?
You do. Capability transfer and operational handover — documentation, runbooks, and the knowledge to run and evolve the system — are part of the program, not an afterthought.

Is the direction clear, but the next gate still unowned?

Bring the product, current evidence and next commitment to a 30-minute fit call. We will tell you whether a bounded Program fits — or whether the decision itself must be resolved first.

Discuss the product decision

30-minute, no-obligation fit call.