Workflow Automation ยท Accountancy and IT-governance certification candidates
Exam practice where the numbers change every time
Memorising an answer is not the same as knowing the method. These study engines redraw the figures in every numerical question, so a candidate practises the method, not the answer.
What we built.
A question is generated
Numerical questions redraw their figures on every attempt, from 718 generators in the accountancy alpha.
Review is spaced
Cards come back when they are about to be forgotten.
Mock exams are timed
Full mocks under exam conditions.
Coverage is checked
Every examinable outcome must meet a minimum coverage before a release.
Progress stays private
Each course sits behind its own login, with progress kept per learner.
Built to hold up.
Coverage is enforced
Automated checks fail a release that leaves an outcome under-covered.
Readiness is not a promise
The readiness display is explicitly not a pass prediction.
Checked like software
Accessibility, keyboard and responsive tests run before each release.
Isolated per course
Separate access and progress stores for each course and each certification.
Where it stands.
- 3,458 cards and 718 generators in the accountancy alpha, covering 843 examinable outcomes.
- 399 tagged cards covering all 77 outcomes of the IT-governance certification.
What we measure next.
- Active learners and how often they return
- Assessed progress over time
- Exam results, where candidates share them
Runs on
- Cloudflare Workers
- Workers KV
- Cloudflare Access
- GitHub Actions
- Playwright
Tell us what needs to happen.
Thirty minutes, your agenda. You leave with a first step whether or not we work together.
omari@monosolution.xyz+1 213 556 4010