Why trust it

How a Pfundzo course is built and checked.

AI helps us write faster. It does not get to decide what is true. This is the process every course goes through.

  1. 1
    Start from the official syllabus

    The qualifying criteria the exam sets are listed first. Each one is later linked to the lessons and missions that teach it, and a coverage report shows any that are missing.

  2. 2
    Gather and rank the sources

    Official guides, the newest study material and regulator publications come first. Older or unofficial material is used only to learn how questions are asked, never as the final word on a fact.

  3. 3
    Write a fact ledger

    Every number and rule is recorded with its source and a confidence rating. Where sources disagree, we write down the conflict and the decision.

  4. 4
    Design the course

    Lessons, missions and boss cases are written from the ledger in our own words, with original scenarios.

  5. 5
    Check automatically

    Software checks that every game, diagram and link exists, every question has exactly one correct answer, and every syllabus item is covered.

  6. 6
    Review and release

    Our release rule is that a subject expert reviews a course before it leaves beta. Those expert reviews are still to come, and every course is labelled beta until they are done. Each release carries a version number, and a regulatory change becomes a new version.

What we publish

Fact ledgers and curriculum documents.

For each course we are preparing a curriculum document (what is taught and why), a subject guide, and the fact ledger for every chapter. They are versioned, dated and open to your scrutiny. They are rolling out course by course, starting with RE5.