Most platforms hand you a video and a quiz. We hand you a situation, a decision to make, and a room that will ask you why. Here is the whole method, in the open.
Every course on the platform is built from these five, in this order. Nothing ships without all of them.
Scenarios pulled from real business and technical situations. You read the facts, take a position and defend it.
Every course ends in something you build and submit, reviewed against a published rubric. Not a multiple-choice quiz.
Structured exercises that train you to generate options and stress-test them, instead of memorising one right answer.
Frameworks for breaking a problem down, weighing trade-offs and making a decision you can defend to a room.
Small, moderated discussions where you practise arguing a position, listening well and building on other people's ideas.
With a worked example from a real course, so none of this stays abstract.
Every module opens with a situation someone actually faced: the constraints they had, the numbers they could see, and the deadline they were under. There is no hint track and no obviously correct option — the point is to make a call on incomplete information, which is the only way decisions ever get made.
The Migration Decision. Your team owns a service handling 40,000 requests a minute. The fast path ships in three weeks with a known failure mode. The safe path takes eleven and slips the quarter. You have the error budget in front of you and leadership in the room.
A quiz proves you recognised an answer. A submission proves you produced one. Courses close with a graded project — a design, an analysis, a plan, a working artefact — assessed against a rubric you can read before you start, so you always know what "good" is being measured against.
Analytics & Decision Science 101. Take a messy six-month sales export, decide which three metrics actually matter to the question being asked, and defend the two you deliberately left out.
Most people can evaluate an idea. Far fewer can produce ten worth evaluating. These exercises are timed and structured — divergent first, convergent second — so you build the habit of widening the option set before narrowing it, and of attacking your own favourite idea hardest.
Ideation Sprint. Eight minutes, fifteen ways to cut a checkout flow's drop-off. Then pick the two you would actually ship, and write the strongest argument against each of them.
Frameworks are only useful if you know when to drop them. You learn a small set of reliable ones — problem decomposition, trade-off matrices, assumption mapping, second-order consequences — and then practise choosing between them, because the skill is picking the right lens, not reciting all of them.
Assumption Mapping. A proposal claims a feature will lift retention 12%. List every assumption holding that number up, then rank them by how badly the plan breaks if each one is wrong.
Six to eight people, one moderator, one contested question, thirty minutes. You are scored on five dimensions and get written feedback afterwards — including on the part most people never get told about, which is how much room you left for everyone else.
Negotiation & Group Discussion Lab. "Should a company ship a feature it knows 20% of users will hate?" Thirty minutes, seven people, one scorecard each at the end.
Five stages, always in this order. You finish having produced something, not having watched something.
The concept, tightly written. Twenty minutes, not two hours of video.
A real situation with real constraints. You decide before you are told anything.
Checks that you can apply the concept, not that you can recall its name.
The frameworks, references and worked examples, kept for when you need them.
Something you build and hand in, marked against a rubric you read first.
What changes as you move up is the cases, the discussion topics and the stakes — never the method itself.
Start with cases that make you decide rather than memorise, and your first moderated discussions.
Add business, product and data thinking on top of whatever your degree already covers.
Negotiation, strategy and discussion practice, scored the way interview panels score it.
Short courses and verifiable certificates that keep your profile moving as your role changes.
Read the brief, make the call, then see what the team actually did.
Onboard a whole group with one join code. Cohort leaderboards, shared case sets and progress tracking for every learner are included.
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