Explain: convert the finding into an evidence-backed operational answer
Explain is where technical or cross-system findings become understandable to the operations team without losing the evidence behind them.
Stage responsibility
State what happened, what evidence supports it and what uncertainty remains.
Inputs
Investigation finding
Supporting source facts
Explicit missing evidence
Output
A plain-language explanation that distinguishes confirmed facts from inference.
Does not
Explain does not invent certainty when payment, shipment or other causal evidence is absent.
Where this stage is demonstrated
Real cases that exercise Explain
Verified caseEVD-003
Failed order investigation
A real failed purchase was investigated through the connected assistant. The case demonstrates observation, cross-system investigation, explanation and recommendation in one continuous workflow.
Verified findingThe only tracked copy was still IN_CIRCULATION, so current stock could not fulfil the BUY order.
This case demonstrates why an operational agent is valuable even when no order is involved: it can surface contradictory system states that a team needs to reconcile.
Verified mismatchCatalog: OUT_OF_STOCK / Copy registry: AVAILABLE
