Real implementation details from production AI deployments. No vendor fluff, no theoretical frameworks—just what actually works when code meets reality.
Lessons from deploying retrieval-augmented generation at scale in enterprise environments. What works, what doesn't, and what we learned the hard way.
Liam Ewen Stone, MD
Coming Soon
How we handle millions of unstructured documents efficiently using modern AI pipelines.
Building AI systems that meet HIPAA, SOC2, and enterprise security requirements.
Breaking down the actual time, resources, and trade-offs of production AI systems.
Common patterns we see in failed AI projects and how to avoid them.
Deep dive into building document intelligence systems that scale.
Our methodology for transforming organisational complexity into structured intelligence.