Course

Discovering & Scoping AI Opportunities

For product managers and founders drowning in AI ideas and hype. This is the discipline underneath: how to discover opportunities worth building, score them on value and feasibility, match the right solution shape to the problem, and scope tight enough to reach production. You'll learn to spot innovation theater, ground every decision in real usage data, and narrow a feature to one clear job. Six short, practical lessons — a method, not a pep talk.

6 lessonsIntermediate38 min

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Course lessons

Finding AI opportunities

Not every idea is worth building. Score each on value and feasibility — and start where they meet.

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Mapping the solution space

One problem, several solution shapes — rules, predictive, generative, agentic. The fanciest isn't always the fit.

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The prototyping trap

A demo that dazzles is easy. Shipping to production is where AI projects die — and where the value is.

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Grounded in real usage

The top reason AI projects fail is data. Scope against how people actually use the product — not how you imagine they do.

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Narrow the intent

A blank "ask me anything" box quietly fails. Narrow the task and reliability climbs — scope for a job, not a genie.

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Putting it together

Five moves that turn a pile of AI ideas into one scoped project worth building.

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Learn it properly — tracked & personalized

Follow the whole course as a guided journey — sequential lessons, progress, streaks and a personalized path, all in the app.

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