The $2,000 AI mistake I keep seeing founders make

Feb 26, 2026 3:31 pm

I had a client spend $2,000 on AI tools in a single month. She automated her lead follow-up, her content calendar, her email sequences, her customer inquiries. Chatbots. Workflows. The works.


She was working until midnight every night.


Here's what nobody in the "just add AI" crowd will tell you: AI is an accelerant. It speeds up whatever direction you're already heading. If your process is broken, AI produces broken output faster. If you're the bottleneck, AI helps you bottleneck more efficiently.


When I looked at her setup, it was obvious. Her lead follow-up was 12 steps long because the underlying sales process had never been simplified. Her content calendar was packed because she'd never defined what content actually converted. Her email sequences were bloated because she'd never figured out what customers needed to hear.


AI was doing exactly what she told it to do — the wrong things, at scale.

We spent three weeks doing nothing but cutting. Eliminating steps. Defining what actually mattered. No new tools. Just the OAO framework:


Optimize first — strip every task to its essential function. Does this need to exist?

Automate second — now bring in technology, on clean inputs.

Outsource last — remove yourself entirely.


Her workday is now 6 hours. Revenue is up 40%. The AI tools didn't change. The system underneath them did.


If you've been stacking AI tools and still feel busier than ever — the problem isn't the technology. It's the sequence.


If you want to work through this directly, start at talktoari.com — I do Carbon Voice conversations that are 15–30 minutes and surprisingly effective at untangling exactly this.


— Ari


P.S. If you want to see how other founders are applying OAO in real time, Less Doing Labs on Carbon Voice is where that happens. Just saying.



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