Industry Trends
Computer vision for job-site QA without slowing technicians down
Photo proof should reinforce quality and compliance—not become another nightly backlog.
6 min read
Design from the truck roll
Technicians already capture photos out of habit when installs go smoothly—or when something looks wrong. Vision models add structure: consistent angles, missing-step detection, and packaging into customer-ready summaries.
The win is not replacing judgment—it is scaling review. Dispatchers see flagged frames first; everything else auto-archives for audit trails.
Operational checklist
- Define minimum viable shots per job type (before / after / serial plate).
- Train on your geography and fixtures—generic models miss edge cases.
- Pair vision outputs with voice notes so context survives handoffs.