The AI Implementation Gap: Why 80% of Engineering Teams Fail to Extract Value
Every company is "doing AI." Almost none of them are getting the results they expected.
Lessons learned from 20+ years of building and leading engineering teams. No fluff, just practical insights.
Everyone blames scope creep, technical debt, or "unrealistic timelines." The real problem runs deeper.
Every company is "doing AI." Almost none of them are getting the results they expected.
Reframing the technical debt conversation around organizational decision-making, architecture contention, and why most "tech debt" is actually accumulated indecision.
There are specific moments when what got you here will absolutely destroy you there. Here's how to see them coming.