What to Review Before Publishing an AI-Generated Course

Quick answer

Before publishing, review the course structure, module order, lesson content, factual accuracy, vocabulary, audience fit, learning objectives, practice material, and assessments. Refine supported course components for clarity, tone, organization, and educational effectiveness. AI-generated material does not publish automatically; you decide when the course is ready for learners.

Check the learning path

Read the course from start to finish as a learner would. Check whether the structure and module order support the learning objectives, and whether each lesson has a clear place in the course. Refine supported components where the organization makes the material harder to follow.

Review every lesson for accuracy and fit

Check factual statements against your expertise. Look for vocabulary that may be unfamiliar or inappropriate for your intended audience, and revise explanations for clarity and tone. Your judgment matters even when the initial lesson content was generated by AI.

Test the practice and assessments

Review practice material and assessments alongside the learning objectives. Ask whether they give learners a meaningful way to work with what the lessons teach. Refine supported components that are confusing or do not serve the course’s educational purpose.

Make the final publication decision

Review the resulting course as a whole after your edits. OceSha AI’s course workflow leaves editorial control with you: AI generates material, you review and refine it, and then you choose whether it is ready to publish.

Frequently asked questions

Can I change an AI-generated course before publishing?

Yes. You can review the generated material and edit and refine supported course components before learners see it.

Does AI generation publish the course automatically?

No. Generation is followed by creator review and refinement before publication.

Who decides when the course is ready?

You do. The creator retains editorial control and responsibility for deciding when the course is ready for learners.

Open your existing course, work through the checklist, and refine supported components before you publish.

Continue reviewing your course