Monitaur
AI assurance platform that proves high-impact AI works.
About
Monitaur is an AI governance software company founded in 2019 in Boston. Its Machine Learning Assurance Platform gives enterprises a system of record for model governance, spanning policy definition through audit evidence, aimed at regulated sectors like insurance and financial services.
The platform includes GovernML for policy management, RecordML for decision logging, MonitorML for drift and bias monitoring, and FlightSim, an independent pre-deployment evaluation tool that stress-tests AI systems with synthetic scenarios and black-box testing.
Monitaur emphasizes evidence automation, mapping logged behavior to controls for frameworks like the NIST AI RMF, ISO 42001, and the EU AI Act. Customers include Tokio Marine's US insurance units, and in 2026 it announced a collaboration with Milliman for independent AI system reviews.
What it can do
- GovernML policy and system-of-record management
- RecordML continuous decision logging
- MonitorML drift and bias monitoring
- FlightSim pre-deployment AI evaluation
- Automated evidence mapping to governance controls
Setup
Contact Monitaur for an enterprise deployment and onboarding.
Prerequisites
AI systems in production or pre-deployment; risk or compliance stakeholders.
Use cases
Works with
Trust score — 7/10
Scored 7/10 (metrics tier, metrics-v1). Evidence: Verified via vendor site/docs/GitHub and reputable coverage, wave 117; Trending score 74/100 from researcher assessment.
Sources
Every fact above was checked against these sources. Where a claim comes from the provider and couldn't be independently verified, the text says so.