Andrew Bush | AI Adoption Strategy & Data Leadership

This blog is where I share hard-won lessons on AI adoption strategy, building tech teams that actually ship, and retaining engineers when AI tools are changing every assumption about productivity and compensation.

I write for CTOs, founders, and data leaders who are past the hype cycle and need practical frameworks for making AI work in production — not just in demos.

Where to start:

• The AILS Framework — My approach to building AI literacy across technical teams
• The Startup Tech Team Playbook — A complete hiring-to-retention guide for the AI era
• Three Principles for Hiring Senior Data Engineers — What 190+ projects taught me about spotting real talent
• The $2M Mistake — Why team building beats architecture every time