Inspection QA from photos

Computer-vision quality checks for field inspections: guided photos in; a verdict with a confidence, a summary and a report out.

Status: Delivered · Sep 2026
Stack: Gemini 2.5 Flash
Disclosure: Client withheld by agreement
Metrics: Shipped; metrics confidential.

What it is

A photo-based QA system for inspections that have to be done on site. The app guides the inspector through multi-view photo capture at each installation stage, and checks that the photos were taken inside a geofence.

Process: what we built

A multimodal model, Gemini 2.5 Flash, judges the photos and returns a verdict with a confidence and a summary. The system writes a branded PDF report. Access is role-based, and the platform is multi-tenant.

Capture
- Guided multi-view photos
- One set per installation stage
Verify
- Geofence check
Judge
- Gemini 2.5 Flash: multimodal verdict
- Confidence and summary
Report
- Branded PDF
Run
- Role-based
- Multi-tenant

Fig. 1 System schematic, drawn from the certificate’s facts; client details removed. The outlined step in blue is where the system decides.

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