February 2026
First matcher
A descriptor-parsing prototype to resolve noisy transaction strings.
Resources
Build Milestones
From the first matcher to a public sandbox. Milestones recorded in the pitch deck; not a list of certified production deployments.
April 2026
Local merchant directory
An initial directory of approximately 830 merchant profiles and 7,500+ aliases across 14 cities, as recorded in the pitch deck.
June 2026
API pipeline
The matching engine became a FastAPI service with an Aho–Corasick core.
August 2026
Retail transaction testing
Testing on real transaction descriptions from major retailers, as reported in the pitch deck. This is not a bank deployment or an independently measured accuracy benchmark.
September 2026
Public sandbox
A browser-based sandbox made transaction enrichment available for hands-on evaluation.