WHAT WE SOLVE
Most industrial AI does not fail in the model. It fails in the system around the model — at the edge, across OT and IT, under real load, and without a clear owner. These are the situations we are built to resolve.
Every situation below maps to one of three engagements — a Production Readiness Review to decide, a Pilot-to-Production Program to build and deploy, or a Physical AI Operating Partner to operate and scale. If your situation is not listed, a fit call is the fastest way to find out whether we can help.
A pilot has to pass a production gate — and no one can say objectively whether it is ready.
Best fit: Production Readiness ReviewThe system works in the lab but degrades at the edge — latency, connectivity, sensors or hardware constraints break it in the field.
Best fit: Pilot-to-Production ProgramOwnership between IT, OT, engineering and operations is unclear, and the project stalls at the boundary.
Best fit: Production Readiness ReviewThe model is accurate, but the surrounding system is fragile — no resilience, no fallback, no graceful failure.
Best fit: Pilot-to-Production ProgramThere are no acceptance criteria — what “good enough for production” means has never been defined.
Best fit: Production Readiness ReviewThere is no observability and no incident process — when the system misbehaves, no one knows until a person notices.
Best fit: Pilot-to-Production ProgramA vendor's architecture needs an independent review before you commit budget or sign off.
Best fit: Production Readiness ReviewA multi-site rollout is planned on the strength of one pilot, without production evidence that it will hold.
Best fit: Production Readiness ReviewGovernance and accountability are incomplete across several AI initiatives, and no one owns the production bar.
Best fit: Physical AI Operating PartnerExecutives need an independent proceed, redesign or stop decision — not another vendor's opinion.
Best fit: Production Readiness ReviewDiagnose and Review → build and deploy → operate and scale.
A two-week independent production decision — a prioritised blocker map, an architecture and operational-risk assessment, and a 90-day action plan.
Production Readiness ReviewA structured program that resolves the blockers the review found and prepares one system for a controlled production rollout.
Pilot-to-Production ProgramOngoing senior production, architecture and governance leadership for organisations running several AI initiatives.
Physical AI Operating PartnerStart with a 30-minute fit call. We will tell you directly whether a Production Readiness Review is the right next step — and when it is not.
30-minute, no-obligation fit call.