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Agent Lab / Course Draft Agent

AI drafts. The expert decides.

Start with the Medicare library or bring your own document. The agent drafts a course outline, a first lesson and a short quiz, with citations you can check. A subject expert reviews each section and asks for changes before it’s marked ready to publish.

The library: 122 numbered passages from Medicare.gov and CMS, a messaging and compliance guide, and 50 known gaps.

Try it

Choose one of three recorded examples. You can follow the draft and review without running the AI.

Under the hood

What the AI writes and the software checks

Written by Claude

  • The course outline, the module 1 lesson and the knowledge check
  • Questions for the expert when the sources don’t provide an answer
  • Revisions based on the expert’s feedback

Checked by the software

  • Every citation points to a passage the agent was given
  • Every dollar figure appears in the passages
  • Banned sales words are caught outside quotation marks
  • Each section has its required parts, like exactly 3 questions
  • Nothing is ready to publish until all three sections are approved and no gap is open

These checks are tested automatically whenever the Lab is updated.

Built from public Medicare.gov and CMS sources. For demonstration only, not official Medicare guidance.