AI Executive Office — CXO Assistant Platform  ·  View 19 of 30  ·  5 · Runtime

The Closed Loop

See, understand, predict, decide, act, monitor — and the record that all six stages write to.

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See detector raises a situation Understand evidence and root cause Predict impact if nothing changes Decide human picks an option Act governed execution Monitor did the KPI move? Decision record situation id evidence bound impact quantified approval recorded external reference verdict, or reopen The Closed Loop — See, Understand, Predict, Decide, Act, Monitor Application we own Decision point Interface / broker Security / platform The loop closes on the same record it opened. An intervention that did not work reopens the decision rather than starting a new one. v 1.0 · owner Data & AI Global Practice · date 2026-09

Why this is the product

  • The requirement asks for a decision intelligence platform rather than a chatbot. This loop is the difference, and the decision record in the centre is what makes it a loop rather than six features
  • Monitor closes onto the same record it opened. An intervention that did not work reopens the decision, with what changed, rather than starting an unrelated conversation
  • Every arc writes to the record: situation id, evidence, quantified impact, approval, external reference, verdict

What is deliberately not automated

  • Decide is a human step, always, for any action above a tenant-configured threshold. Low-risk classes may be automated later, but the loop is drawn with the human in it because that is the default the architecture enforces
  • The platform recommends; it does not decide. Where the recommendation is rejected, the rejection is evidence too

Risks

  • Closing the loop requires the KPI to actually move within a measurable window. For slow-moving public-sector outcomes the verdict may be inconclusive, and "inconclusive" must be a permitted verdict rather than a failure
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Solution Architecture v1.0 · Azure-native, multi-tenant, sovereign-capable · Data & AI Global Practice · 2026-0919-decision-loop