Insights & strategy

Blog

Practical insights on AI strategy, implementation, and governance. From experience, not theory.

Ai ImplementationFebruary 25, 2026

From AI Pilot to Production: The Organizational Playbook

Most AI pilots never reach production. The gap is not technical -- it is organizational. A playbook for moving AI projects from proof-of-concept to deployed systems that deliver measurable value.

Ai ImplementationNovember 4, 2025

Building a Production RAG: Architecture, Chunking, and the Subtle Science of Context

A comprehensive guide covering RAG pipeline development, from chunking strategies and metadata management to context windows and retrieval operations for production-grade AI systems.