Free Lesson

Product Analytics 101: From Question to Decision with AI

Part of Build Your AI Product Analyst

60 min
Jul 22, 2026 1:00 PM
Virtual (Zoom)

What you'll learn

Turn a vague request into a real question

Take a fuzzy ask like "how are we doing" and shape it into a question that has an answer you can act on.

Pick the metric that answers it

Choose the one number that actually maps to the decision, and skip the dashboard full of metrics that do not.

Get to an insight and a recommendation, fast

Go from question to a clear finding and a 3-line recommendation in one sitting, with AI doing the heavy lifting.

Avoid the analysis that goes nowhere

Spot the dead ends early, keep the AI honest, and make sure every analysis ends in a decision.

Why this topic matters

Most analysis never leads to a decision. It stalls in a dashboard, a deck, or a "let me look into it." Getting the answer stopped being the hard part once AI could crunch the data. The hard part is asking the right question and knowing when the answer is good enough to act on. This session is the full workflow from a fuzzy ask to a decision, using AI.

You'll learn from

Shane Butler

Shane Butler

Co-founder, AI Analyst Lab

Sravya Madipalli

Sravya Madipalli

Senior DS Leader (Ex-Microsoft)

Hai Guan

Hai Guan

Head of Data at Ontra, Ex-LinkedIn

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