Roadside Inspection & Citation Reduction Strategy
N.B. If available, upload historicals as [FinancialsCSV] with monthly granularity and a mapping file [COAMap] to align to chart of accounts. Document all distributions used (e.g., Triangular, PERT) in the JSON block for auditability.
📄 Prompt Template
Evaluate roadside inspection and citation data for [CompanyName] across [Region] over [Timeframe] to reduce OOS rates and fines. Segment by driver, vehicle, depot, and route class. Map violations to preventable driver behaviors and pre-trip/post-trip inspection quality.
Output format:
Incident Atlas (table): Date, Location, Violation Code, Driver ID, Vehicle, Severity, Root Cause Category, Preventability, Cost.
Hotspot List (top 10 locations/routes) with hypothesized causal factors.
Driver-facing Playbook: 10 high-impact behaviors with checklists and job aids.
Enforcement Liaison Plan (who, what, cadence) owned by [RoleSafety].
ROI Model (JSON): initiative → cost, expected violation reduction %, payback months.
Tie actions to specific clauses in [RegulatoryFramework].