DocDrift

DocDrift is a web app (with optional Slack/Teams integration) that turns your existing intranet/wiki into a measurable, self-correcting knowledge system. It connects to Confluence, SharePoint, Notion, and Google Drive, then tracks which pages are actually viewed, searched, copied, and linked in real workflows. It flags “drift” when a page is old, contradicted by newer docs, or frequently searched but rarely clicked (a sign it’s hard to find or unhelpful). An AI layer generates concise change summaries, suggests merge candidates, and drafts updates based on recent tickets, PRs, and incident notes—but requires human approval before publishing. The goal isn’t another wiki; it’s reducing wrong-info decisions, onboarding confusion, and repeated questions by making documentation freshness and usefulness visible and actionable.