LoreGraph product docs

AI Generation and Human Review

Summary

LoreGraph uses AI to create training drafts from source materials, but admins control what learners see.

Who this is for

Workspace admins
Course creators
Security reviewers

Before you start

You need a processed source document or course draft.
Identify the human reviewer for accuracy and policy alignment.
Use extra care for legal, safety, HR, medical, financial, or compliance material.

Concepts

AI can suggest outlines, lesson summaries, quiz questions, answer explanations, and learning checks.

AI does not replace human review.

AI-generated training should be checked before publishing.

Admins control what learners see.

AI output may need edits for legal, safety, HR, or compliance content.

If the source document does not say it, do not publish it as official company training without review.

Steps

Review the generated outline.
Review generated lessons for accuracy and completeness.
Review quiz questions, correct answers, and explanations.
Preview as a learner.
Edit or regenerate weak sections.
Publish only after a responsible human approves the course.

Settings reference

Setting	What it does	Recommended default
Regenerate outline	Creates a new structure when the first outline is too broad or missing sections.	Use before lesson generation when structure is wrong.
Regenerate quiz	Creates alternate questions when questions are too easy, duplicated, or off tone.	Use after reviewing the source alignment.
Human approval	Confirms the course is ready for learners.	Required before publishing official training.

Example

An HR policy course is generated from the employee handbook. HR reviews every lesson and question, removes a sentence not found in the source, then publishes the approved course.

Common mistakes

Assuming AI output is policy-approved by default.
Publishing unsupported claims because they sound reasonable.
Skipping quiz answer review.
Using regeneration when targeted editing would be faster.