CAMPAIGN VISION INTELLIGENCE
A controlled image intelligence workflow that turns distributed visual evidence into reviewable campaign data.
02 / The challenge
A real operation, not a blank canvas.
A distributed campaign needed a faster, more consistent way to interpret field images without hiding uncertainty or overwhelming the review team.
03 / System designed
FROM INPUT TO CONTROLLED ACTION.
Kooya connected guided capture, image classification, confidence signals, exception queues, and an operational view of campaign status.
04 / Implementation logic
Capture quality first
The field experience guides the evidence before a model is asked to interpret it.
Confidence made visible
Classification is paired with confidence and rule context so low-certainty cases are easy to find.
Exceptions become work
Review queues convert uncertainty into an explicit operational task rather than a hidden failure.
05 / Outcome
BUILT TO KEEP LEARNING AFTER LAUNCH.
A campaign intelligence layer designed to make distributed visual evidence easier to inspect and act on. Client identity and results are not publicly disclosed.
Disclosure: anonymized. No unapproved metric or client detail is shown.