
UCC Filing Search System
Reduced query latency by ~60% and automated ingestion workflows to cut manual effort by ~40%.
Challenge
UCC filing workflows were slow, error-prone, and difficult to search at scale across large document sets.
Tech Stack
Key Decisions
- Indexed read models for search-heavy UX instead of overloading the transactional store.
- Explicit observability for ingestion and search quality (latency, error rate, freshness).
Results
- →~60% faster search responses via indexing and query optimization
- →~40% less manual filing work via automated ingestion

