AI-Powered Video Generation: a Scoring Rubric for L&D

AI video tools promise to transform L&D by making content creation faster and cheaper. But most are optimised for production, not learning outcomes.

A platform with photorealistic avatars and 10-minute render times can still produce videos where learners watch passively, forget content within days, and leave no measurable trace of what they learned.

The research is clear -- learning sticks when videos include:

• Segmentation (breaking content into digestible chunks)
• Retrieval practice (quizzes that force active recall)
• Spaced review (revisiting key ideas days and weeks later)
• Measurement (tracking what learners actually remember)
• Learner control (letting people pause, rewind, choose pace)

Most platforms score poorly on these. This rubric shows you exactly where—and how to compensate.

Invest 15 minutes evaluating your platform & optimise 100% of your video content for impact.

Phil 👋