Rosey by InSummary

Rosey is an AI-powered document quality assurance platform developed by InSummary. It is designed to provide an independent verification layer between document creation and final distribution, particularly for documents where factual accuracy, numerical consistency, source attribution, and audience readiness are important.

The platform reviews documents at the claim level, checking statements, numbers, calculations, and other factual assertions against source material. Findings can be classified as verified, contradicted, or unsubstantiated, allowing users to distinguish supported information from claims that require further investigation.

Rosey also provides audience simulation. Users can select domain-specific reviewers or projects that pressure-test a document from the perspective of its intended audience. This is designed to surface objections, weaknesses, unclear reasoning, and other issues before the document reaches an investment committee, client, board, regulator, or other audience.

The product can automatically fix certain issues and creates prioritized To-Do and For Review items for issues that require human attention. Its Microsoft Word integration uses tracked changes, comments, and citations so reviewers can work within an existing document workflow rather than moving content into a separate editor.

Rosey is also available through MCP, allowing it to be used from compatible AI assistants and agent workflows. Its current pricing page provides MCP/Agent integration alongside Microsoft Word integration and claim verification capabilities.

The platform targets high-stakes professional documents including investment memos, client deliverables, board materials, regulatory filings, earnings-related documents, due-diligence reports, proposals, SOPs, and other business-critical content.