Prompts expire. Businesses change
Your business today isn't the same as it was 14 months ago. Your prompts, on the other hand, are.
Prompts have an expiration date. Most companies don't realize it.
They're written at a specific moment in the business: with the strategy, the product, and the market of that instant. Then they become invisible infrastructure. They work, and no one touches them.
But the business evolves. The product changes. The market shifts. And the prompt stays frozen, optimizing for a version of the company that no longer exists.
The real risk isn't the system breaking down. It's the system continuing to work, with precision, in the wrong direction.
A few cases I've seen with clients:
- A qualification prompt written before an ICP change: the team kept pushing opportunities that no longer closed.
- A customer service prompt written before a repositioning: the AI was answering questions about a product that no longer existed.
- A content prompt written before a positioning pivot: communicating a brand the company had already left behind.
None of this shows up on the dashboard. It shows up in the results.
Most companies treat prompts like legacy code: if it works, no one touches it. The problem is that "working" isn't the same as "working in the right direction."
When was the last time you audited the prompts running your operation?
Tell me in the comments. I want to understand how teams are dealing with this, or whether they're dealing with it at all.
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