Autocomplete Employer Categorization Engine
Problem // What Was Difficult?
Lenders classify corporate employers into Category A, B, C, and D tiers to determine personal loan interest rates. Underwriters and loan officers struggled to match company names accurately due to typographical differences, corporate abbreviations, and fragmented multi-bank policy spreadsheets.
What NVIT Engineered // Architecture
NVIT architected a specialized high-speed categorization engine utilizing PostgreSQL trigram indexing (pg_trgm), normalized company alias tables, and an asynchronous Fastify API layer. Queries are debounced on the client side to minimize server strain.
Result // Operational Impact
Fast autocomplete search across registered corporate employer entities, with a unified view displaying institutional bank policy tiers.