HoldFieldPhysical AI · Stage 01
Edge AI inspection
Capture, detect, measure, and prove defects at the station.
- Camera
- Part
- Defect marker
- Measurement line
- Evidence receipt
Inputs
- Station camera frames
- Part under inspection
- Inspection recipe
Proof generated
- Frame reference
- Overlay reference
- Defect measurement
- Inspection receipt
- Evidence bundle
Where it appears in the app
- Inspect
- Continuous
- Review
- Evidence
AI Sense support
- Finds missing evidence
- Explains low confidence
- Detects repeated defect patterns
- Flags review bottlenecks
Safety boundary
- Cannot force PASS, clear recovery, or bypass station gates.
AI Sense
AI Sense reads across this stage
Observes evidence, finds missing proof, explains uncertainty, ranks human checks, and prepares handoffs — it never commands hardware.
Reads
- Evidence bundles
- Review events
- QA decisions
- Vision Twin drift
- Commissioning blockers
- Governance decisions
- Station registry
- Ops metrics
Produces
- Findings
- Evidence-gap warnings
- Work-package hints
- Commissioning questions
- Support summaries
Never
- No PLC writes
- No force PASS
- No recovery clear
- No robot commands
- No camera/light commands
- No production approval
- No evidence mutation
- No QA decision mutation
AI Sense observes evidence and guides humans — it records nothing and changes nothing. It does not command a station, write a PLC, clear recovery, reset safety, force a pass, approve production, sign off, or mutate any review, QA decision, commissioning, governance, evidence, or runtime state. Every recommendation is a suggestion for a human to carry out; the PLC and safety circuit remain authoritative.