Vision Inspection AI
SYS-340 · Fictional production
- HAIEC Assurance Result
- Review required
- Human Review Decision
- Approved — scoped
- Monitoring Coverage
- Established — simulated
- Approver role (fictional)
- Inspection Quality Manager
Read-and-route operation is reversible and bounded; every disposition lands on a human reviewer. Autonomous release stays prohibited until qualified release-authority evidence exists.
✓ Read image batches✓ Score surface-defect indicators✓ Route suspect parts to human quality review✗ Autonomous part release✗ Direct MES disposition write✗ Model self-update without revalidation
Next: Operate inside the approved scope; any scope change returns to review.
Demand Forecast AI
SYS-FC1 · Fictional production
- HAIEC Assurance Result
- Review required
- Human Review Decision
- Approved — scoped
- Monitoring Coverage
- Established — simulated
- Approver role (fictional)
- Supply Chain Planning Director
Forecast generation is advisory; plan commitment authority remains with the accountable planner. A proposal is not a released schedule.
✓ Create demand forecasts✓ Propose production-plan revisions for planner review✗ Commit changes to a frozen master schedule✗ Release a production schedule✗ Alter firm orders
Next: Operate inside the approved scope; any scope change returns to review.
Predictive Maintenance Pilot
SYS-MNT88 · Controlled pilot (fictional)
- HAIEC Assurance Result
- Review required
- Human Review Decision
- Approved — pilot scope
- Monitoring Coverage
- Partial — simulated
- Approver role (fictional)
- Maintenance Engineering Manager
Pilot scope limits the agent to advisory condition estimates on two monitored machines. A recommendation-to-stop requires its own work-authorization evidence.
✓ Read condition-monitoring data✓ Estimate remaining-useful-life indicators✓ Recommend maintenance windows to Maintenance Engineering✗ Stop or start equipment✗ Dispatch maintenance work orders without authority✗ Alter CMMS records
Next: Continue the pilot inside its approved boundary; expansion requires a new review.
Supplier Quality AI
SYS-SUP12 · Fictional production
- HAIEC Assurance Result
- Review required
- Human Review Decision
- Rejected
- Monitoring Coverage
- Stale — simulated
- Approver role (fictional)
- Supplier Quality Engineering Manager
Vendor qualification was expired in the scenario evidence; releasing it on an agent recommendation would bypass Supplier Quality authority. Rejection is scoped to the approval/change action — read-only review remains permitted.
✓ Read-only review of supplier qualification records✓ Flag expired PPAP status for human review✗ Approve or change a supplier on the approved master✗ Change a receiving-lot disposition✗ Override expired supplier qualification
Next: Requested expansion stays closed; advisory work continues under the existing scope.
Production Scheduler AI
SYS-SCH5 · Fictional production
- HAIEC Assurance Result
- Review required
- Human Review Decision
- Rejected
- Monitoring Coverage
- Partial — simulated
- Approver role (fictional)
- Production Planning Manager
The scheduling agent's release path could reach APS/MES without qualified mediation evidence — an unmediated write path is never authorized. Read-only optimization proposals remain a separate permitted workflow.
✓ Generate read-only optimization proposals✓ Annotate proposed sequence changes for planner review✗ Commit or release a production schedule✗ Write to APS/MES dispatch state✗ Bypass the planner release authority
Next: Requested expansion stays closed; advisory work continues under the existing scope.
Torque Quality — Station 217
SYS-217 · Fictional production
- HAIEC Assurance Result
- Review required
- Human Review Decision
- Pending human review
- Monitoring Coverage
- Partial — simulated
- Approver role (fictional)
- Quality Director
The canonical wrong-target finding shows a recorded effect on WO-217-4803 while WO-217-4802 was the approved target. Authority expansion cannot proceed until an accountable owner reviews the divergence and the required authority evidence exists.
✓ Existing scoped recommendations under the approved reaction plan✗ Autonomous MES work-order write✗ Release of quality holds
Quality station write expansion. Approved for advisory use only — autonomous production update still pending. Target mismatch observed: recorded effect on work order WO-217-4803 while the approved target was WO-217-4802. The consequential request requires an accountable human decision before any MES write expansion.
Next: Accountable reviewer decision required before any consequential change.
Procurement Agent
SYS-PO12 · Fictional production
- HAIEC Assurance Result
- Review required
- Human Review Decision
- Pending human review
- Monitoring Coverage
- Stale — simulated
- Approver role (fictional)
- Procurement Manager
PO commitment requires appropriate supplier/part/amount evidence and a qualified human authority. Proposals may proceed; commitment waits for buyer-authority evidence.
✓ Draft purchase-order proposals for buyer review✗ Commit a purchase order✗ Change supplier or quantity on a released PO
Next: Accountable reviewer decision required before any consequential change.
Dynamometer Agent
SYS-DYN412 · Controlled pilot (fictional)
- HAIEC Assurance Result
- Review required
- Human Review Decision
- Pending human review
- Monitoring Coverage
- No live connection
- Approver role (fictional)
- Test Engineering Manager
The agent can technically reach 19 settings while the approved scope covers three, and the physical controller/readback evidence is missing. Out-of-scope writes stay prohibited pending qualified evidence.
✓ Recommend parameter changes within the declared three-parameter envelope✗ Write to non-delegated controller parameters✗ Unmediated setpoint changes
Next: Accountable reviewer decision required before any consequential change.
Warehouse Copilot
SYS-WH15 · Fictional production
- HAIEC Assurance Result
- Review required
- Human Review Decision
- Pending human review
- Monitoring Coverage
- Partial — simulated
- Approver role (fictional)
- Warehouse Operations Lead
Held-stock release requires a qualified QMS disposition and a bound WMS actor identity; the scenario evidence could not establish which agent executed the held-lot pick request.
✓ Recommend inventory adjustments for warehouse lead review✗ Release or ship quality-held stock✗ Adjust inventory without a bound WMS actor identity
Next: Accountable reviewer decision required before any consequential change.
About this demonstration
Simulated workflow — fictional demonstration data. Not an authenticated human decision, not a HAIEC release authorization. The playback above is an illustrative operations view — no live dispatcher, connector, email or SMS is connected, and no production command is sent or held. Monitoring coverage is derived from scenario records at a fixed reference time, not live telemetry. HAIEC assurance results remain Review required for all nine systems. Authenticated organization decisions use the real workflow below — sign in and remove ?demo=manufacturing to see it.
