What we built, and what changed.
Each case names the client, the figure, and the person who can vouch for it.
Unblocking a catalog migration with 94% automatic image matching
Automated reconciliation of approximately 20,000 artwork images unblocked the catalog migration onto ArtLifting’s new ERP, turning a weeks-long manual audit into days.
94%Matched automatically
~20KArchival images reconciled
Before you can trust the AI, find out if your humans agree
Evaluating existing wildlife tools and correcting the reference labels led to a platform the sanctuary adopted to clear its image backlog.
63%Agreement between two volunteer-labeled datasets
90K+Images the recommended platform went on to classify
Who’s holding it together on your team?
Tell us what they keep it in. On the call we’ll tell you whether a build would help. If it wouldn’t, we’ll say so.