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Decision engineering for Physical AI — full-cycle product leadership and architecture across solution, system, software, data and AI.

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PHYSICAL AI PRODUCT LEADERSHIP PROGRAM

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

The engagement that leads one Physical AI product to its next milestone — from validated direction through productization to a controlled launch, with the prerequisites for repeatable deployment assessed and designed for. We resolve the decisions and blockers a review identified and prepare a defined system for its next step, with reliability, governance and operational ownership engineered in.

Scope a Product Leadership ProgramStart with a 30-minute, no-obligation fit call.

From blocker map to controlled rollout.

A Product Decision Review tells you what stands between a pilot and production. This program does the work — engineering the system around the model so it operates reliably in the real world, and transferring ownership to your team. Scope is defined together and delivered against milestones.

Possible workstreams

Scoped to your system — not every engagement needs every workstream.

  • Production architecture and edge/embedded runtime
  • Data and sensing readiness
  • Model integration and evaluation
  • OT/IT integration
  • Hardware and infrastructure
  • Acceptance criteria and reliability targets
  • Resilience and failure-mode analysis
  • Observability and monitoring
  • Cybersecurity coordination
  • AI governance and human override
  • Incident response
  • Rollout planning and operational documentation
  • Capability transfer and operational handover

How the program runs

  1. 01
    Scope & mobiliseConfirm the system, the blockers to resolve, the acceptance criteria and the milestone plan.
  2. 02
    Engineer to productionWork the prioritised workstreams — architecture, integration, reliability, governance — against agreed acceptance criteria.
  3. 03
    Controlled rolloutPrepare and support a controlled production rollout, with monitoring and an incident process in place.
  4. 04
    HandoverTransfer documentation, runbooks and capability so your team owns the system.

What shapes the scope

There is no universal price or duration — scope depends 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 together after a fit call and, usually, a Product Decision Review
  • 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

Where this sits

The Product Decision Review decides whether and how to proceed; this Program carries the work through discovery, productization and launch; the Physical AI Product Operating Partner supports the decision rights and operating cadence needed as the portfolio expands. A prior review fee can be credited toward a qualifying Program.

FAQ

Do we need a Product Decision Review first?
Usually, yes — it defines the blockers and acceptance criteria the program works against, and de-risks the scope. If you already have an equivalent independent assessment, we can 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.

Have a pilot ready to become production?

Start with a 30-minute fit call. We will tell you whether a Product Decision Review or a scoped Program is the right next step.

Scope a Product Leadership Program

30-minute, no-obligation fit call.