RAG-grounded LLM workflows that answer enterprise questions from real company knowledge — not a demo corpus.

100% grounded · every answer traced to a retrieved source — never generated from memory

The REST APIs and workflows behind Peoplebox's core HR modules — one service layer powering six product areas.

6 product areas · Goals, Reviews, Surveys, HRIS, IDPs, and reporting on one service layer

EXPLAIN-first schema and query work that kept enterprise dashboards and workflows fast as data grew.

p95 response time · flattened on million-row tables by index-backed, EXPLAIN-first query plans

The reliability layer that keeps employee and identity data in sync across customers' HRIS and identity systems.

24/7 in sync · employee and identity data flowing reliably across customer systems

A patented AI system that predicts food expiry and quality loss from shelf metadata — cutting waste before it happens.

1 patent filed · food-tech system for freshness prediction from shelf metadata

A horizontally scalable WebSocket sync engine — presence, live updates, and offline replay for collaborative apps.

10k+ concurrent clients · on a single node — fan-out over Redis pub/sub, replay on reconnect