#121 The Three Lessons AI Implementations Taught Me the Hard Way
AI projects don't fail because of the technology. They fail because of what we assumed before the project started.
Dear Business Owner,
If someone has pitched you an AI project recently — or you’re thinking about starting one — this is the most important thing you’ll read before you sign anything.
These aren’t hypothetical risks. These are the three patterns that show up in nearly every implementation I’ve been part of. All preventable. All expensive when ignored.



