Employees dislike assessments that feel disconnected from the work they actually do. Better knowledge checks are short, scenario-based, and respectful of time.

Start with decisions, not definitions

Training quizzes become more credible when they ask what someone should do in a realistic situation instead of asking them to recite language from a slide deck.

Use AI as a drafting tool

AI can help generate first-pass items from policy text, but human reviewers still need to make the questions sound like real workplace decisions.