Site Safety Audit Pipeline
An automated workflow that turns a folder of site audit evidence — photos and notes — into three deliverables at once: a branded audit report, an enriched data set, and a dashboard-ready upload.
The problem
Producing an audit report from raw site evidence is repetitive, manual work — matching photos to findings, writing them up, enriching them with reference data, and formatting a consistent report every time.
The approach
One evidence folder in, three deliverables out. The pipeline enriches each observation, renders a branded report under a strict format contract, and produces a clean upload for the audit dashboard — with the human reviewer kept in the loop for edits before issue.
- Single evidence folder drives the whole run
- Observation enrichment against reference data
- Branded audit report rendered to a fixed format contract
- Structured dashboard upload generated alongside the report
- Review workflow for edits and tracked changes before issue
Stack
Python pipeline, Supabase backing data, and a docx/PDF rendering layer under a locked format contract.