AI makes every analyst faster. How do you become the one your PM cannot replace?

In the age of AI and automation, polished work is becoming cheap. Anyone can summarize filings, build a presentable model, and produce a memo that sounds intelligent.

Your PM does not need another analyst who can generate more output.

They need someone who brings back an idea worth discussing, makes a clear call when the facts conflict, and sees a competitive advantage before it becomes obvious to everyone else.

We are building practical frameworks around the three areas that matter most when making you the person who improves the quality of the decisions around you.

Which capability would make you more valuable right now in the age of AI?

Idea Generation Build a repeatable idea pipeline: generate new leads, run 4-Hour Kill Tests before research time compounds, and identify the “why now?” before the crowd sees it.

Investment Judgment Build a view your PM can use: pressure-test assumptions, expose blind spots, and decide what matters when the facts do not give an obvious answer.

Competitive Edge Find the source of real power: go beyond filings to test customers, competitors, suppliers, and whether a company’s advantage is expanding, eroding, or already priced in.

What best describes your current role?

Where should we send your beta curriculum preview?

No commitment or payment today. Vote for the capability you need most, help shape the first beta curriculum, and receive the preview when it is ready.

AI makes every analyst faster. How do you become the one your PM cannot replace?

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