False Alarm Reduction Program
N.B. Include last-mile surcharges and reverse logistics where relevant. If you track rebates, net them explicitly before CTS calculation. Provide caveats for seasonal demand patterns in the selected [Timeframe].
📄 Prompt Template
Analyze alert history for [Timeframe] across sites [TopSites] using [AnalyticsEngine] to design a false-alarm reduction program. Target [Target_FAR_Reduction_pct]% FAR improvement while protecting true-positive recall during [QuietHours]. Prioritize zones [ZoneNames] for tuning (sensitivity, exclusion polygons, schedules).
Output format: (1) Pareto table of alert sources/types. (2) Root-cause analysis summary (environmental, configuration, process). (3) Tuning Plan table: Rule, Current Setting, Proposed Setting, Expected FAR delta, Owner, Date. (4) A/B Validation protocol with holdout cameras and acceptance criteria. (5) Governance cadence (weekly) with KPI pack and rollback triggers.