Mobile AI Enhancement
Site images captured by field technicians often lack consistency and clarity. Without clear and standardised guidance, photo quality varies greatly even with a guidebook.
What we were asked to solve
Site images captured by field technicians often lack consistency and clarity. Without clear and standardised guidance, photo quality varies greatly even with a guidebook.
The need
Strict, practical, in-app guidance delivered in real time — rather than static guidebooks — ensuring technicians follow standardised instructions in the moment.
What we built and how we delivered
Enhanced the existing mobile application with embedded built-in guidance — on-screen capture instructions, framing overlays, and automated quality checks such as blur or angle detection. By enforcing consistency at the point of capture, the solution guarantees all images meet AI standards.
OutcomesWhat changed for National Telco Infrastructure Operator
- Real-time capture guidance reduces image rejection rate
- Automated blur / angle detection at point of capture
- Downstream AI accuracy improved by upstream image quality
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