Field notes on building systems that last.

Practical writing on AI systems engineering, security as a design choice, and the difference between a demo and a system you can trust in production.

July 13, 2026

AI Document Analysis for Regulated Industries: A Production Architecture Guide

What it takes to analyze contracts, clinical records, and regulatory documents with AI when the output has to survive audit — extraction vs. understanding, RAG architecture, hallucination control, and the decisions most teams discover too late.