An operational intelligence layer for the machines you already run.
Vertex-edge does not replace your control system. It sits beside it, watches it, reasons about it, and — within limits you set — corrects it. It runs on standard hardware, ships in weeks, and signs everything it does.
One system.Four working parts.
Physics Trained AI
Hybrid machine-learning models constrained by the physics of the process and the machine. Predict behaviour you have never measured — drift, wear, formation outcomes — beyond what historical data alone could yield.
Digital Twin Infrastructure
A live virtual copy of the asset, fed by telemetry, vision and operational documents. Used to validate every proposed change before it touches the line — and to keep an interrogable record of what actually happened.
AI Reasoning Engine
Reasons across telemetry streams, machine state and operational documents (SOPs, batch records, drawings) at once. Names the cause, cites its evidence, and ranks the options.
Automated Optimisation Framework
A controlled workflow that proposes corrections, validates them in the twin, applies them within human-approved limits, and rolls them back on a signal. Full governance, full rollback, signed audit chain.
We run in shadow first. A person approves every change. Every decision is signed.
Connect. See. Reason.Simulate. Act. Sign.
Connect
Integrate with PLCs over OPC UA and Siemens S7Comm, with industrial telemetry, and with targeted computer vision on the line.
See
A live digital twin of the asset. Process, machine, environment — kept in lock-step with the floor.
Reason
The AI reasoning engine names the cause and cites the evidence — across telemetry, vision and documents.
Simulate
The proposed correction is validated in the twin before it touches the line. If it doesn't pass, it doesn't ship.
Act
Applied within limits a human has approved. Setpoint nudges, recipe changes, maintenance work orders.
Sign
Every decision — by AI or by operator — is cryptographically signed. The record is the audit.
Built for AS9100, DO 178C and GxP from the first commit.
Every setpoint change, recipe edit and work order requires an approving signature. No exceptions, no overrides.
Vertex-edge acts only within limits a process engineer has set. Outside them, it advises and waits.
Every decision, model version, twin state and operator action is cryptographically signed and kept.
Any applied change can be reverted on a signal — manual, scheduled, or triggered by drift.
Runs at the edge.On hardware you canbuy today.
Inference runs on NVIDIA Jetson at the machine. Connectivity is OPC UA and Siemens S7Comm — the protocols your plant already speaks. There is no cloud round-trip in the decision loop; the 50 ms path stays on the floor.
