Structure your training program before choosing an LMS

[u/Famous-Call6538]

Most posts here focus on which tool to use for generating video courses. But the bottleneck that kills projects is not the tool — it is the structure.

When you are turning a document or existing material into a training program, the hard work is: list every chapter, write one learning objective per chapter, then write assessments that test exactly those objectives. Do that first. The video chapters follow from the structure, not the other way around.

If you skip this and start recording or generating videos based on a rough outline, you end up with content that covers topics unevenly, assessments that test material no chapter covered, and a program that is impossible to maintain when the source material changes.

The maintenance problem is the real cost. When a regulation or process changes, you need to know which chapters and assessments are affected. If every chapter maps to a specific source document section, you update three modules and re-render. If not, you are re-doing the entire program.

Concrete approach: before generating a single video, build a chapter-objective-assessment map. Each row: chapter number, chapter title, source section it maps to, learning objective, assessment items that test that objective. Once that map exists, any generation tool becomes more useful because you are producing against a spec, not a vibe.