Blog
Learned in Production. Written Down.
Practical articles on production AI, AWS architecture, and lessons from shipping.
Case Studies
Production systems we built. Each with deep dives into specific problems.
Anatomy of a Production RAG System: AI-Powered Title Validation for Indian Real Estate
We built a document intelligence system that validates property title cleanliness across over a thousand properties in Indian metros, processing sale deed chains, encumbrance certificates, and revenue records in six languages. The architecture, what broke, and what we shipped.
Read case study →LangChain Agent to Production: WhatsApp Hotel Booking
A production conversational AI handling hotel bookings over WhatsApp — room availability, pricing, confirmation, and post-booking queries. Where cost surprises, retrieval failures at scale, and PII handling problems first surfaced.
Read case study →All Articles
Have a Problem Like the Ones We Wrote About?
Tell us where you are with AI. Straight feedback on what makes sense — and what doesn’t.