We study the real risks of AI adoption, build practical tools to reduce them, and publish what we learn.
Workshops and resources for teams making decisions about AI.
Software to mitigate specific, concrete AI safety problems.
Honest writing on the risks, tradeoffs, and blind spots of real-world AI use.
An 8-module course for teams that need to make AI decisions without getting burned. Live AI sandbox, half-day in-office session, admin dashboard, and completion certificates.
Learn more →Local-first document sanitization. Strip PII from files before they reach AI tools — contracts, reports, HR records, legal briefs. Your documents never leave your machine.
paperghost.app →We're working on the next generation of tools to mitigate AI risks. If you're dealing with a specific AI risk in your organization, we'd love to hear about it.
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