Merchant Mapping API

A transaction merchant mapping API built to map thousands of transactions quickly and accurately to their respective merchants. We ran a pilot with a pretty big fintech company in India for this. The manual method of mapping merchants was not ideal, but AI models at the time were not reliable enough for accurate mapping either. So we built our own custom dashboard for auditing and adding new merchants and mappings to the API, along with an automation that automatically fetched logos for these merchants and added them to our catalog.