Available Now · 2026 Edition

Building AI That Actually Gets Used

How to move from flashy demos to real business value. A pragmatic guide for leaders who are tired of the hype.

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Building AI That Actually Gets Used Book Cover

About the Book

This book is a distillation of pattern recognition from 50+ customers across 15 industries. It's about prioritization, scope discipline, and clear execution pathways. From startups to large enterprises.

Why most AI projects fail

Why 60-day kickoff phases often kill momentum before a single line of code is written.

The Demo Trap

Cool demos die in 30 days. Why flashy prototypes rarely survive the transition to production.

What actually works

Build the end-to-end pipeline before adding complexity. Prove the path works.

Author Headshot

About the Author

Zach Linder

Co-Founder & Former COO, Stellar

From the trenches, not the sidelines

"I've seen the same failure patterns over and over - pilots that look great but never ship, strategy work that never ties back to business outcomes, and organizational resistance that kills momentum before value can be realized."

With 15 years in operational leadership at high-growth tech companies with multiple successful exits, I've learned what actually works and scales versus what just looks good in a pitch deck.

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