KSB Evidence Mapper
Maps apprenticeship evidence against relevant knowledge, skills and behaviours.
Reviews submitted learner evidence for clarity, sufficiency and authenticity prompts.
Comments on whether evidence appears to meet the requirement provided.
Identifies vague or unsupported statements to query with the learner.
Suggests questions that help confirm the learner's own work.
Produces feedback wording you can edit before sending.
Every workflow includes a professional review step. The skill prepares structured output; the decisions remain yours.
Demonstration output using fictional data.
Evidence review — Reflective account, Unit 4
Demo dataGeneral-purpose AI produces inconsistent results when given vague instructions. Business AI Skills provides structured specialist capabilities designed around a particular business task, with defined inputs, a predictable output structure and documented limitations — so the results are consistent across a whole team.
Maps apprenticeship evidence against relevant knowledge, skills and behaviours.
Drafts a risk-based internal quality assurance sampling plan for a cohort or team.
Prepare structured apprenticeship progress reviews using learner information, evidence and previous actions.
Learner Evidence Reviewer
Coming soon