ICONIK AI
Tagging the asset library, automatically.
An auto-tagger for the QL asset library. Claude Vision identifies which Quad Lock products appear in each image — mounts, head accessories, devices, case types — and writes structured metadata back into Iconik. What previously required manual tagging of thousands of assets runs in the background.
How it was built
A Cloudflare Worker against the Iconik API. Claude Vision for the recognition step. Trained against a known product catalogue.
Status
~15K-asset Vision sweep complete. Write-to-DAM disabled pending validation; handoff to operator workflow shipped.