AI Provenance Research Report Generator
Discovery Lens
B Price Collapse
A cost barrier just collapsed — and the market hasn't caught up yet
One-Liner
Dealer photographs a piece and inputs any known history → AI searches historical auction records, newspaper archives, museum databases, and theft registries → outputs a preliminary provenance report with ownership chain evidence and any red flags.
Kill Reason
The core promise — programmatically searching historical auction records, newspaper archives, and theft registries — requires licensing agreements with databases that are expensive, gatekept, and not available through public APIs. Without those data partnerships, the tool generates plausible-sounding provenance narratives rather than verified ownership evidence, which creates severe legal exposure in a market where a fraudulent provenance document can constitute a federal crime under the National Stolen Property Act.
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