The AI Cost Nobody Approved
You approved the cost of AI working. Nobody approved the cost of it working well.
Ideas, guides and behind-the-scenes on how companies are using artificial intelligence across sales, marketing, support and management — without the hype.
Reviewing what AI produces is not a minor task: it is the core competency of anyone who wants to scale with the technology. Editorial judgment is what separates output from actual results.
You approved the cost of AI working. Nobody approved the cost of it working well.
AI brought operational errors to zero. The dashboard turned green. The team grew fragile.
The AI identified three roles operating below capacity. We reallocated them. Five months later, the operation began to stall. And the data couldn't explain why.
Your business's scope has been redefined over the past 18 months. Except no one ever called a meeting to do it.
AI cut 40% of structural costs. What got cut along with it has no line on the P&L.
Your AI vendor's business model wasn't designed to solve your dependency. It was designed to deepen it.
Before they ever call you, the prospect has already asked the AI who you are - and the description they got didn't come from you.
We designed the human review protocol for the cases AI can't handle. What we didn't account for is that those would be exactly the cases the team had lost the ability to handle.
The metric that sold your AI project to the board is probably the same one keeping the AI from going further.
Your team audits the AI's mistakes. Nobody questions its wins. And that's exactly where the drift begins.
You changed your strategy. The AI training your employees doesn't know that.
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