LoreGraph product docs

Known Limitations

Summary

Known limitations describe current MVP constraints and review requirements so teams can plan rollouts honestly.

Who this is for

Workspace admins
Security reviewers
Training managers
Course creators

Before you start

Review limitations before uploading critical source material.
Use pilot rollouts for new document types or high-risk training.
Have a human reviewer for AI-generated content.

Concepts

Some scanned PDFs may not extract well.

Complex tables may need review.

AI-generated content should be checked before publishing.

Advanced team permissions may be limited in early beta.

DOCX and PPTX quality depends on source structure.

Planned integrations should not be treated as available until enabled.

Steps

Check whether the source document is readable and well-structured.
Run a small test upload before a large rollout.
Review extracted outline and lessons carefully.
Use learner preview to catch experience issues.
Document any limitation that affects your rollout.
Escalate blockers through support.

Settings reference

Setting	What it does	Recommended default
Scanned PDFs	May have lower extraction quality.	Use text-based PDFs or source documents when possible.
Complex tables	May need human review after extraction.	Check table-heavy sections before publishing.
AI review	Required for official training.	Do not publish without review.
Advanced permissions	May vary by plan and product stage.	Confirm before enterprise rollout.

Example

A safety manual with scanned pages and dense tables is uploaded as a pilot first. The admin reviews extracted sections, fixes missing table context, and only then generates the final lessons.

Common mistakes

Assuming all scans extract like digital text.
Using a table-heavy document without checking lesson accuracy.
Depending on roadmap integrations for a current launch.
Skipping pilot review for a high-risk course.