Applied AI for SaaS : From Signals to Systems

Most AI products fail not because the model is wrong, but because the product is. This book is the corrective.

Every SaaS team is shipping AI. Few are shipping AI that works. Built from real world experience leading AI at a platform serving 10,000+ teams, this book replaces hype with hard-won lessons - including the failures nobody talks about.

From choosing the right problems, to building trust through design, to proving ROI to customers - this is the practitioners guide to AI that delivers outcomes, not demos.

INSIDE

Problem Selection

Signals Over Data

Trust & UX

Prompt Engineering

AI Workflows

Shipping Safety

Cost & Scale

Monetization

Measuring ROI