AI Strategy & Engineering Insights

The Blog

Practical insights on building AI systems that drive business results — from a fractional AI officer with 13+ years of experience.

Why Most AI Projects Fail (And How to Fix It)

80% of enterprise AI pilots never reach production. Here's the framework I use with every client to avoid the same mistakes.

A practical decision guide for CTOs and PMs choosing between retrieval-augmented generation and model fine-tuning.

The exact playbook I used at Mindvalley to shift a 30-person team from skeptics to AI practitioners — without replacing anyone.

Book a free 30-minute strategy session and we'll identify your biggest AI opportunity.