Analytics Alert Triage & Decision Tree
N.B. Exclude fixed conversion costs from throughput; if unavoidable variable labor exists, treat it explicitly. If multi-constraint, note that the solution approximates to the primary constraint and recommend linear programming for exact optimization.
📄 Prompt Template
Design a triage workflow for video analytics alerts at [SiteName] operated by [OperatorTeamName]. Incorporate [AlertTypes] and set quantitative thresholds (e.g., loitering [Threshold_Loitering_Sec] seconds, tailgating per [Tailgating_Rule]). Align triage with staffed windows [WorkforceHours] and define automated vs. human review steps.
Output format: (1) Decision Tree (Mermaid) covering verify→classify→escalate→close. (2) Triage Playbook table: Alert Type, Validation Steps, Evidence to Capture, SLA, Escalation Path. (3) Data Schema list for case record (timestamp, camera ID, confidence score, reviewer). (4) RACI and exception handling (e.g., repeated nuisance alerts). (5) KPIs with daily/weekly targets and a drift-detection plan for model performance.