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The Tool Was Never the Problem

16 Jul 2026 2 min read

"You don't need Storyline anymore — AI can generate SCORM courses directly."

I keep seeing this take, and it's half right in the most dangerous way.

Yes, AI has genuinely changed the production layer. SCORM packaging, interactions, storyboards-to-screens — things that took weeks in an authoring tool now take hours. The expensive license is no longer the gatekeeper it was. That part is real, and it's good news.

Here's the half that's wrong:

Storyline never made courses good. And AI won't either.

Swap an authoring tool for a language model without changing anything else, and you get the same bad courses — just faster and cheaper. Information dumps with prettier packaging. Quizzes that test whether you watched, not whether you can do.

The tool was never the problem. The absence of a pipeline was.

What actually determines quality:

→ Outcomes defined before content exists
→ Every unit mapped to one thing the learner will DO
→ Practice designed before explanations are written
→ AI generating inside those constraints — not inventing the structure
→ Human review exactly where AI reliably fails

Give that pipeline a $1,400 authoring tool, it produces good learning.
Give it a free AI model, it produces good learning.

Give neither one a pipeline, and the tool choice is just choosing how your budget disappears.

The debate worth having isn't "which tool wins."
It's "what does your production process protect?"


→ The full breakdown: The Course Production Pipeline — 5 stages, with the exact boundary between human and AI work

Originally posted on LinkedIn ↗