Autonomous Revenue Recovery Ecosystem
GoPythonTypeScriptNext.js 14FastAPI
India processes 14 billion digital transactions every month — 1.4 billion of them fail. Every payment gateway reduces these to one lazy word: FAILED. This system disagrees. Built across 13 containerized microservices in Go, Python, and Next.js 14, it classifies every failure in under 15ms across 100+ raw bank clearing codes, then dispatches the mathematically correct recovery — a deterministic NACH mandate shield that lifted revenue +51.3% over blind retries, a causal uplift engine that suppresses discounts when margins don't justify intervention, Indian statutory tax law encoded as a live B2B collections engine, and a chargeback defense pipeline with VAMP ratio protection. Not a feature. A complete, production-grade autonomous financial immune system for Indian payments.