Reverse-engineer. Find drop-in substitutes.
Drop in a close-up photo of a populated board — development kit, PLC, I/O card, HMI. The vision model reads each chip + connector, joins them against the seeded catalog, and opens a Part page with verified drop-in substitutes for every match.
What you get back
01Vision reads silkscreen
A multi-frame vision pass returns each visible chip + connector — manufacturer, MPN, package (DIP/SOIC/QFP/BGA), pin counts.
02Catalog joins per line
Each chip is fuzzy-matched against the seeded Parts catalog. ICs land by manufacturer + MPN; connectors land by family + pin count.
03Substitutes link
A catalog hit opens the Part page with verified drop-in substitutes. Mismatches render the row without a link so you can pin a different photo.
04Stored for re-run
The board photo lands on the Polsia CDN. A later re-classify or a wider catalog seed re-resolves unmatched rows automatically.