Synthetic Inspections
Generate realistic synthetic inspection records for all facilities in the dataset. Each inspection is populated with findings drawn from the Finding Library and assigned inspection metadata including dates, inspectors, and outcomes.
Synthetic Inspection Generator
This module will generate synthetic inspection records for each facility in the dataset. Inspections will be populated with findings from the Finding Library, assigned realistic inspection dates and frequencies, and categorized by inspection type (routine, complaint-based, follow-up). Output feeds directly into the Risk Assessment engine.
Planned Capabilities
- Configure inspections per facility (count and frequency)
- Assign inspection types: routine, complaint, follow-up
- Populate findings from the Finding Library
- Set finding severity distribution per facility type
- Generate inspector assignments and timestamps
- Simulate repeat-offender patterns for realism
- Export inspection manifest as JSON or CSV
- Preview finding distribution before generation
Stage Dependencies
Stage 3 requires both synthetic facilities (Stage 1) and a populated Finding Library before inspection generation can proceed.
Synthetic Facilities
Blocked0 facilities generated — run Stage 1 first
Finding Library
Pending0 findings defined — build Finding Library first
Inspection Records
Blocked0 inspections ready to generate