Docs that stay accurate, without quarterly audits.
Halo watches every product change, every support ticket, and every help article side by side. When something drifts, you find out. Use the Halo MCP to update the doc in the same window where you ship the code.
Try asking
Which help articles are outdated based on recent product changes?
Where do users still get stuck even after reading a doc?
Draft a doc update for the new webhook setup flow.
What it is
Docs and product, kept in sync
Halo cross-references help center articles against shipped product changes, recurring support tickets, and CSM resolutions. When an article goes stale, Halo flags it, suggests the fix, and lets your team update from Cursor or Claude Code via the MCP.
- Stale article detection from real product changes
- Confidence scores per article from ticket outcomes
- Auto-drafted updates from resolved tickets
- Halo MCP makes the fix one editor query away
Detect drift
Halo notices when a product change makes a doc wrong, and flags it the same day.
Draft the fix
Resolution context and existing docs feed into auto-drafted updates ready for review.
Confidence scoring
Articles get a confidence score based on how often they actually resolve tickets.
MCP in your editor
Update docs in Cursor or Claude Code with full Halo context next to the file.
What it unlocks
Docs that stay
quietly correct
- No more quarterly audit slogs
- Drift caught the day it happens
- Drafts ready for human review
- Your help center actually answers questions
Connected data
How it works
Live in days,
impact in weeks
Connect docs, product, and support
Halo ingests your help center, Linear, Intercom, and product usage.
Halo flags drift
Stale articles, missing topics, and confused-user moments surface automatically.
Fix from your editor
Halo MCP drafts updates in Cursor or Claude Code so docs ship with the code change.
Want a Halo-hosted help center?
See the AI-powered help center that improves itself.
Docs that quietly stay correct
Request a demo and we'll show Halo flagging drift in your real help center.