An AI documentation assistant automates the process of keeping docs accurate and discoverable. The Inkeep Docs Writer acts as your AI documentation tool — it syncs with every code change, analyzes support tickets for missing content, and drafts pull requests to keep your documentation up to date. It works alongside your existing docs workflow so your team reviews and approves updates rather than writing everything from scratch.
Help users find what they need and keep your docs up to date.
Inkeep Agents embed directly on your docs to help users. Plus, they review support tickets and product changes to update your docs.
Users find what they need
Give instant answers powered by all of your content.
Understand content gaps
Get actionable summaries on where there are knowledge gaps.
Automatic content updates
Turn your product changes and support tickets into draft PRs.
Use with any content platform
Inkeep works with any docs or CMS platform, including custom sites.
Agents that get work done
Answer questions with clear citations
Flag documentation and feature gaps
Turn closed support tickets into docs updates
Use product updates to draft new docs
... and so much more

Inkeep's AI could parse Fingerprint's comprehensive documentation and surface precise answers in seconds, solving the discoverability problem that was frustrating users.
Your team of AI Agents
'Ask AI' Assistant
Gives users instant, accurate answers powered by your content.
Docs writer
Turns tickets & product updates into documentation.
Slack, MCP, & more.
Share with users or your internal teams.
Customize yours
LEARN MOREHow it works
Ingest your content
Ingest your docs, knowledge base, and any content automatically.
Embed where users are
Add Inkeep Agents to your docs, app, Slack, or wherever users have questions.
Monitor for gaps
Get automated summaries of key content gaps and top questions.
AI Writer drafts updates
The Docs Writer creates draft changes for your approval.
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Frequently Asked Questions
Inkeep's AI documentation assistant continuously monitors multiple signals: product changelogs, closed support tickets, and real user questions from the embedded AI search. When users consistently ask questions that your docs don't answer — or when product changes make existing content inaccurate — the system flags those gaps and drafts updates automatically. This turns documentation maintenance from a reactive chore into a proactive, AI-driven process.
Key benefits include: 1) Effortlessly maintain accurate, up-to-date documentation across multiple repositories. 2) Leverage real-time user feedback to identify and address documentation gaps automatically. 3) Free up your docs team to focus on strategic content rather than chasing updates. 4) Give users an AI-powered search experience that understands developer intent and provides cited answers instantly — not just keyword matches.
Yes. Inkeep's AI documentation assistant integrates with any docs platform — Docusaurus, GitBook, ReadMe, Mintlify, Confluence, custom sites, and more. It can monitor GitHub repositories and other documentation sources to automatically detect when content needs updating. The AI search component embeds directly on your docs site regardless of framework.