Blog
From the engineering team.
Architecture deep-dives, technical write-ups, and lessons from building production AI systems. No fluff — just what we actually built and what we learned.
Building Production-Grade AI: Why Engineering Depth Beats Prompt Cleverness
Every AI agency claims they can build anything. Most are stringing together API calls and calling it a system. Here's what production-grade AI actually requires — and why the engineering layer matters more than the model.
Contract Review at Scale: Building Legal Document Intelligence
A 120-page investment agreement reviewed in 18 minutes. Here's the full technical breakdown of how we built the clause extraction and risk-flagging pipeline — and what we learned about making AI reliable in a domain where errors have real consequences.
GST Automation in India: From OCR to Compliance in 5 Weeks
Indian GST compliance is a minefield of GSTIN validation, HSN codes, and multi-rate invoices. Here's exactly how we built an invoice processing pipeline that handles all of it — and what the edge cases taught us.
How We Handle 500+ Concurrent Users: A Deep Dive Into Our Base Infrastructure
Load testing results, architecture decisions, and the specific failure modes we engineered around. Everything we learned building the distributed foundation that all Keyved products run on.