PLATFORM / PHYSICAL AI
Physical AI without the robot. The machine is your infrastructure.
Physical AI is AI with consequences in the physical world. In a control room that means an agent that reads live telemetry, reasons over a model of the grid, the compressor station or the data centre, and proposes an action the operator approves in one click. Then it watches what happened.

The new industrial loop
Today every step of understanding is manual, and it starts after the alarm.
With Faceplate the agent detects the situation, the digital twin checks the options, and the dispatcher decides with the evidence in front of them. Pick an industry and approve the safe scenario.
Today
- Collect
- Store
- Visualize
- Alarm
- Human investigates
- Human decides
- Human acts
Critical information arrives too late, partially, or not at all. Three red steps happen under pressure, with the alarm already ringing.
SITUATION #5112
Emerging overload risk on Generator 3
AI agent diagnostics
The loop Faceplate closes
Six stages, one platform, one human gate.
Select a stage to see the module behind it, the proof, and the question procurement teams ask about it.
Safety model
An agent that can act must be allowed to act only inside limits.
- Twin firstEvery proposed action is validated in the digital twin against operating limits before a person sees it.
- Human sign-offNo command executes without approval, recorded with role and time.
- Bounded action setActions are limited to what the SOPs and limits allow. Anything outside becomes a recommendation, never an action.
- Auditable and reversibleFull audit trail, reversible actions, and the model’s trust index shown beside every recommendation.
- Closed networkModels run on-premise. No telemetry leaves the operator’s perimeter.
Most physical AI is about robots in factories. Faceplate’s is about the infrastructure itself: grids, compressor stations, pipelines and data centres that already report to one platform, with the operator holding authority over every act.