YOUR NEXT MODULE / 0/4 parts complete
Risk management and data governance
Duplicate CVs cross the train-test boundary and one group is underrepresented. Decide what the headline score can actually establish.
For teams developing and supplying AI systems / level 4
Work through risk management, technical evidence, conformity and monitoring across the AI lifecycle.
Prior knowledge: AI risk and governance foundations, plus familiarity with product development or technical assurance. You can enter directly if you have this foundation.
01 / Practise this skill
Connect hazards, data, tests and release conditions; identify missing evidence and assign follow-up.
02 / Create these drafts
A draft risk register, technical evidence index and conformity-readiness record.
03 / Bring this to work
A structured basis for release discussions and specialist assurance, rather than a claim that a product is compliant.
Work through these in order, or revisit a topic you need. Each module takes around 35–50 minutes.
YOUR NEXT MODULE / 0/4 parts complete
Duplicate CVs cross the train-test boundary and one group is underrepresented. Decide what the headline score can actually establish.
L4-M2 / 0/4 parts complete
The team cannot reproduce the released configuration. Logs keep only scores, and retrieved documents can redirect the assistant. Rebuild the evidence chain.
L4-M3 / 0/4 parts complete
Sales presents an ISO certificate as the launch approval. The declaration is missing and a late model update changes rankings. Work through the release gate.
L4-M4 / 0/4 parts complete
Scores fall after an upstream format change and eligible applicants are rejected. Your dashboard is monthly. What cannot wait?
L4-M5 / 0/4 parts complete
The same AI product may serve a bank and an industrial device. Replace the single 'get certified' task with a map of applicable requirements.
Keep the learning useful
Each lesson has four steps: Learn the ideas, Follow an example, Try it yourself, Check understanding. Finish both lessons, record your workplace decision and complete the final check.
An excerpt from this programme’s fictional workplace tasks.
Worked example / fictional case / excerpt
This illustrates a learning draft, not completed documentation or approval for a real organisation.
Open this workplace task →Know what your record represents
Complete both lessons, self-review your workplace task and pass the module check. This programme requires 11 correct answers out of 15 per module. You can retry with feedback and no time limit.
Your downloadable learning record lists browser-recorded module completion. It does not verify your identity, independently assess the quality of your written work or certify professional competence or organisational compliance.
Self-reported browser progress. Not an official certificate or compliance record.
AI literacy
Complete — What AI actually does (4/4 parts)