Trivian Technologies provides Rosetta, an AI governance platform that converts static compliance documents into real-time guardrails for enterprise AI systems. The platform intercepts hallucinations, agent tool drift, and PII leaks in under 12 milliseconds, backed by an immutable PostgreSQL audit trail. Rosetta includes a human-in-the-loop review workflow and automated QA sandbox testing before deploying policies to production.
Funding
Funding not disclosed
Founders
Product
Problem
Enterprise AI systems operate without persistent memory or consistent governance across interactions, creating risks of hallucinations, unauthorized tool usage, and sensitive data exposure. Static compliance documents remain disconnected from live AI behavior, leaving organizations vulnerable to regulatory fines and reputational damage when models drift from established policies.
Solution
Rosetta automatically ingests raw compliance documents, extracts cited requirements, and transforms them into active algorithmic guardrails that operate in real time. The platform routes extracted rules through human-in-the-loop review workflows, generates approved policy revisions, and runs automated end-to-end testing in a QA sandbox before deployment. Once live, Rosetta intercepts every AI interaction, scoring actions for threat level, certainty, and compliance violations while generating smart rewrites for unsafe content. All activity is logged to an immutable PostgreSQL audit trail, providing complete accountability and traceability for enterprise governance teams.
Target Audience
Primary customers are enterprise organizations in fintech, healthcare, and autonomous agent deployments that require strict compliance oversight and real-time governance for their AI systems.
Features
- Document ingestion pipeline that automatically extracts compliance requirements from PDFs and raw policy documents
- Human-in-the-loop review workflows for manual sign-off on extracted rules before deployment
- Sub-12ms real-time inference engine that scores actions using an 8-field telemetry contract including threat score, certainty, and violation indices
- Automatic smart-rewrite functionality that generates legally safe text replacements while preserving original meaning
- QA sandbox environment for automated end-to-end testing of new guardrails prior to production release
- Immutable PostgreSQL audit trail capturing every interaction with timestamps and plain-language reasoning