GGradus
Daily case practice · AI product management

Sharpen your AI PM judgement.

Gradus hands you one real AI-PM scenario each day, reviews your answer, provides your feedback, and adaptively increases your product skills and judgement.

The cycle

Five steps of adaptive capability building, through daily consistency.

Each case is a full iteration; your answer, feedback, a second try, and the expert version. Subjective, descriptive, real-life, not a quiz you skim.

01

Scenario

A realistic AI-PM decision, written the way you would experience at work.

02

Your take

Answer in your own words. Think through, and build your case.

03

Expert Review

Get the feedback about where you are strong and what you missed.

04

Revise

Sharpen the answer based on feedback, and build your mastery.

05

Model answer

See how an expert would have responded to the same problem.

Tomorrow, a new case — aimed at whatever you're still weak at.

Why it works when courses don't.

Judgment, not recall

Written answers, not multiple choice

You practise thinking through constraints and ambiguity, just like on the actual job, instead of choosing between options.

Adaptive

Aimed at your gaps

Gradus tracks where you're weak. Then adapatively helps you master the concept. Then it adds more complexity.

Revise & Compare

Continuous improvement

You get real feedback for your first attempt, then revise based on the feedback, and then compare exactly how you did against a model answer.

Grounded feedback

Personalized for you

Every feedback point traces back to something you actually wrote, no generic praise or no artificial critique.

Not a course to finish. A habit that compounds.

Start with today's case.

ONE CASE A DAY · FREE TO BEGIN

Start free