Compliance management
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With AI, generating content has scaled far faster than our capacity to verify it. For the work that really matters, we've unwittingly shifted from authors to fact-checkers, searching for an unknown number of hard-to-find errors. Unfortunately, we can’t trust AI to QA AI – see my recent posts about why (worth a look if you missed them). Rosey is different. It indexes your trusted sources of truth into a relational fact database, then verifies your draft with our own independent Math & Logic Engine that deterministically reconstructs every number, date, and calculation. Because this isn’t a black box, Rosey shows its work and gives you direct access to the specific passages and numbers from your source material used to verify each claim. It works where you work — directly in your chat, tightly integrated into MS Word, or embedded in your agentic workflows. * Full MS Word integration available in the MS AppSource Add-in marketplace. * MCP integration for chats and agentic workflows * Accurate file viewer that takes you right to your citations * Fact-checking and expert persona review to pressure test your document from the angles that matter
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Trust scores, cryptographic proof, and risk assessment for AI agents.Open
Alex Garden🛠️ 1 toolFeb 24, 2026@MnemomWe built Mnemom because we were shipping AI agents into production and couldn't answer a basic question: how do you prove this thing is doing what you told it to? Not monitor. Prove. So we built the proof layer. Cryptographic attestations, trust scores, risk assessment, containment — everything you need to deploy agents you can actually stand behind. It's free to start and open source. We'd love to hear what you think - new features shipping daily.
MongoDB - Build AI That Scales
