Pulls transaction, device, and velocity data into a single readable brief for each alert.

Proposes approve, decline, or escalate with a confidence score and supporting rationale.

Surfaces prior similar alerts and their outcomes to guide consistent decisions.

Analyst can accept the recommendation directly from the summary, no separate lookup required.

Every analyst override is logged with a reason, feeding override-rate reporting.

Recommendation, evidence, and final disposition are all saved to the alert record.

Admins set confidence thresholds and escalation rules per queue.