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AI artifacts grow receipts — reviews, versions, and your own PM bar

AI-drafted PRDs and reviews are now versioned immutably with diff and one-click revert, and every review is scored against your organization's own rubric.

aipm

AI that drafts product documents is only useful if you can hold it to a standard. Three pieces shipped together to make that real:

Immutable versions, diff, revert

Every AI artifact (PRDs, reviews) now writes immutable versions. Compare any two side by side, and revert to a previous version in one click — the revert itself becomes a new version, so history is never rewritten.

Reviews against a rubric — yours

review_artifact scores a draft against a real rubric: findings, severities, and a score. And the rubric is your organization's own PM bar, editable in Settings — we seed a sensible default, you make it yours. An AI review that can't cite which bar it's applying is an opinion; this one shows its rubric.

Callable from your assistant

list_artifact_versions, revert_to_version, and review_artifact are all MCP tools — your AI client can draft, review, and manage document history without leaving the conversation.