Lessons for people who put their name on the numbers.

I teach short Lightning Lessons on Maven, live and then available as recordings. The subject is judgment: the questions to ask of AI-generated data analysis before you stake your credibility on it. More than 500 operators have enrolled.

Maven Lightning Lesson

Fix 4 Errors in AI Data Analysis Before the CEO Sees It

A live audit of AI-generated analysis: four errors to catch in the finished output before the results reach leadership. Recorded lesson, 29 minutes.

Watch on Maven

Maven Lightning Lesson

Catch Three AI Analysis Errors — Before You Run the Numbers

Improper metrics, selection bias, and correlation–causation confusion — how to vet the inputs before you run the numbers. No code or math required. Recorded lesson, 20 minutes.

Watch on Maven

I announce new lessons on LinkedIn. If you’d like a lesson taught inside your company, book a call.