AI governance and assurance
Quantify your AI risk.
Put evidence behind your decisions.
ORSA. ASOP. NAIC. NYDFS. Market Conduct. Insurance governance isn’t generic. Your governance partner should understand the risks you actually manage. Monitaur combines deep insurance expertise with AI governance, independent validation, and risk quantification—helping you govern the AI you build and buy and put defensible evidence behind your decisions.
Talk to our team
With AI taking on more consequential roles in underwriting, claims, and customer service, insurers need to know which systems are in use, what they can do, and how they perform. That requires clear responsibilities, controls tied to risk, and evidence that stays connected to the systems it describes.
Monitaur brings governance, objective testing, and production monitoring together so your teams can identify what needs attention and act on it.
Get more informationFrom underwriting models to claims automation, AI oversight requires coordination across actuarial, technology, risk, and compliance teams. Tell us where you need greater clarity. Let’s discuss how to quantify your AI risk, validate systems for their intended use, and produce evidence for internal review and regulatory examinations.
We'll follow up to understand the use case and confirm fit. No obligation.
Use these questions to focus the conversation about AI oversight across your business.
1
What AI systems are operating across
the company?
2
Which ones can make or influence
consequential decisions?
3
Which AI systems and agents can take actions without human approval?
4
What data, systems, and tools can
those agents access?
5
How are AI systems validated before deployment and monitored afterward?
6
Who can stop an AI system when it
behaves unexpectedly?
7
Can you demonstrate all of this to regulators, auditors, and the board?
Monitaur helps insurers organize the inventory, responsibilities, controls, and evidence that support these answers.
Utilize Monitaur’s proprietary control library mapped to insurance specific requirements like the NAIC AI Bulletin, CO SB 21-169, and NY DFS Circular Letter No. 7 as well as leading global frameworks and standards including NIST AI RMF, ISO 42001, and the EU AI Act. Evidence templates ensure user and system inputs meet the requirements.
Manage predictive models, generative AI, agents, and third-party AI in a single inventory with clear ownership and consistent controls across underwriting, claims, and other business functions.
Vendor AI is embedded in underwriting platforms, claims automation, and customer-facing tools. Apply the same governance rigor to the AI you buy as to the systems you build.
Consolidate and track AI risk exposure across the organization so teams can identify which risks need attention and where to prioritize mitigation.
Define governance controls, test AI’s operating boundaries, and monitor for changes that need attention. Give teams evidence of where systems perform reliably and where additional safeguards are needed.
Monitaur combines its proprietary control library, preconfigured evidence templates, and separate submission and approval responsibilities to help teams maintain evidence as they work, reducing the scramble when examiners ask.
“
They have become a strategic enabler of our overall AI strategy and one of our most valued partners.
Chief Risk Officer,
Global Insurance Provider
“
Partnering with Monitaur was invaluable. Monitaur’s expertise in AI governance and validation not only helped us enhance our modelling project’s documentation and overall governance but also is helping us build towards instilling greater trust and transparency in our product.
Director, Global Risk Management Provider for Insurance
“
Using Monitaur Govern has created broader transparency within our larger Data Science community. Through the implementation process, we have developed a broad understanding of model performance, including value and business impact company-wide.
AI Capabilities Leader for Claims IT, Fortune 100 Insurer
Build an enterprise program, evaluate a critical AI system and strengthen oversight of systems already in use with Monitaur’s AI governance platform solutions:
Serves as a system of record for AI governance. Inventory AI systems, quantify and track risk exposure, coordinate control reviews, and collect evidence. Give teams a consistent way to govern AI across the business as requirements evolve.
Delivers automated, objective validation of AI systems and agents, like an “AI pen test”. Statistical and adversarial tests evaluate how a system performs against its intended use, including unexpected conditions. Get a scorecard, defined operating boundaries, and recommended actions so you know where guardrails hold and where risks need attention.
Monitors model behavior in production for drift, bias, and performance issues, with alerts when defined thresholds are breached. Capture decision-level evidence of which AI system made each decision and why, so teams can trace outcomes and focus on changes that need review.
Milliman and Monitaur team up to offer
comprehensive AI governance solution
Build your AI governance program with Milliman’s risk and actuarial expertise and Monitaur’s platform. Access independent reviews of critical AI systems by qualified Milliman experts through the software you use to manage governance.
Learn moreBuild your AI governance program with Milliman’s risk and actuarial expertise and Monitaur’s platform. Access independent reviews of critical AI systems by qualified Milliman experts through the software you use to manage governance.
Learn moreThe NAIC AI Evaluation Tool pilot (now formally referred to as the AI Risk Evaluation Supplement, or simply the supplement) launched in March 2026 across 12 participating states: California, Colorado, Connecticut, Florida, Iowa, Louisiana, Maryland, Pennsylvania, Rhode Island, Vermont, Virginia, and Wisconsin.
Learn moreWe’re proud to share that Monitaur has been recognized as a Visionary in the inaugural 2026 Gartner® Magic Quadrant™ for AI Governance Platforms. This recognition is an awesome complement to our recent recognition as the ONLY “Customer Favorite” in the Forrester Wave report and being the overall category leader in Chartis Research’s RiskTech Quadrant for AI Governance Solutions.
Learn more
