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Why your AI tools aren’t paying off
NOW ON VIEW · NO. 11 · AI

Why your AI tools aren’t paying off

You don't have an AI tool. You have three layers of them, and they landed on a stack that was already struggling.

PERSPECTIVESep 28, 20264 MIN READ
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What we've learned building and running an AI operating system inside a marketing company. Where this is going, and what's hype.
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How to get value from the AI you already own
The strategy is assignment. One layer per job, an owner for every AI, a number for every assignment, and a gate for…
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How to get value from the AI you already own
AI Doesn’t Know It’s Wrong. Do You? 
AI tools are confidently wrong, regularly. They don't flag their own errors, and in complex industries, acting on bad AI output has real costs.
Jul 2026 · AI · GUIDE
AI Doesn’t Know It’s Wrong. Do You? 
Everything You’re Reading About AI and Marketing Was Written for the Wrong Industry 
The AI marketing playbook has a price. Most companies in complex industries are still paying it.
Jul 2026 · AI · PERSPECTIVE
Everything You’re Reading About AI and Marketing Was Written for the Wrong Industry 
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