The AssetStack intelligence loop

Detect → Diagnose → Decide → Execute → Verify.

Closed loop

Learns every cycle

  1. 1. Detect

    Sensors, ILI, inspections, fleet and process data — measured vs. estimated vs. stale.

  2. 2. Diagnose

    Physics-informed mechanism matched to the failure-mode library, with confidence and missing evidence.

  3. 3. Decide

    Intervention window, margin exposure and deferral consequence — routed to the governed queue.

  4. 4. Execute

    Work orders, stock reservations and turnaround slots created through governed flows.

  5. 5. Verify

    Acceptance criteria, named verifier and evidence — outcome recalibrates the models.

    1 / 7