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Strategy and Analysis

Keep your help center automatically up to date

AirOps MCP monitors your product changelog, GitHub release notes, and Jira tickets to surface knowledge base articles that are stale or missing. For each gap, it drafts an updated article in your documentation style — complete with step-by-step instructions, screenshots prompts, and a suggested URL. Teams report eliminating the ‘knowledge base debt’ backlog that used to take a dedicated writer weeks to clear after every product release.

Process

#1

Connect your changelog sources

Link your GitHub releases, Jira project, or product changelog page. AirOps monitors these continuously for changes that affect customer-facing behavior.

#2

Connect your knowledge base

Link Zendesk Guide, Notion, or your documentation platform. AirOps uses your existing article style as the template for new drafts.

#3

Review stale article flags

AirOps surfaces articles where the product behavior described no longer matches the latest release and explains specifically what changed.

#4

Review new article drafts

For each gap, AirOps drafts a complete article in your doc style — with step-by-step instructions, a suggested title, and a placeholder for screenshots.

#5

Publish to your help center

Approve and publish directly from the AirOps review interface. Changes go live in your help center without leaving the workflow.

Zero knowledge base debt after product releases; Articles drafted automatically in your doc style; Proactive gap detection before customers hit a dead end; 30% reduction in repeat support tickets within 60 days

Key benefits

Publish 10,000+ pages from a single workflow run

Zero knowledge base debt after product releases; Articles drafted automatically in your doc style; Proactive gap detection before customers hit a dead end; 30% reduction in repeat support tickets within 60 days

Connected tools

Ahrefs
Notion; Zendesk Guide; GitHub; Jira
Ready to build?

Start this workflow in AirOps — no code required.

Try this use case
support-ticket-routing; engineering-code-review; content-repurposing

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