Insights from Caldr

How to stay close to reality while your business is still moving — and use AI to review drift before it gets expensive.

Part 3 of Erin’s case: after building a better plan, she learns that even a good strategy has to be reviewed often enough to catch drift before it gets expensive.

Once you know what is hurting the business, use AI to sort the facts, surface the tradeoffs, and build a plan honest enough to test.

Part 2 of Erin’s case: after learning that revenue was hiding the real problem, she spends one long Friday using AI to build a recovery plan she can actually run.

A metric can be accurate and still mislead you. How to use AI to identify what really matters before you decide what to grow.

Part 1 of Erin’s case: how a record month exposed the wrong question, the wrong metric, and the wrong kind of growth.

Most AI mistakes aren’t tool mistakes. They’re sorting mistakes. How to figure out which workflows belong with you, which get your review, and which can safely run on their own.

A local insurance agent automates her client reminder emails — and one lands on a longtime client in the middle of a health crisis. Why putting AI in the wrong place costs more than time.

A smart-sounding AI plan hits a real team meeting—and collapses. Why “AI Strategy Theater” happens, and how to stay in charge of the plan.

A founder brings a polished AI marketing plan to his team—and realizes he can’t explain it. Why “AI Strategy Theater” kills execution, and how to get ownership back.