Milliman and Monitaur Launch Strategic AI Governance Solution for Regulated Enterprises

Milliman and Monitaur have established a strategic collaboration to provide an integrated AI governance solution, addressing a critical gap for insurance carriers struggling to validate their automated systems. As regulators increase scrutiny on algorithmic bias and model transparency, this partnership allows insurers to operationalize risk management strategies and secure independent expert validation within a unified software environment.

What was announced

The collaboration brings Monitaur into Milliman’s Strategic Alliance and Ecosystem Program, creating a dual-layered approach to AI governance. Milliman consultants will now utilize the Monitaur platform to help insurance clients build and deploy AI risk strategies. Simultaneously, existing Monitaur customers can access independent reviews and opinions from Milliman experts directly within the Monitaur software they already use for their daily operations.

The move addresses a significant disparity between perceived and actual AI readiness in the sector. Data from a Schellman survey of 525 organizations indicates that while 74% of firms believe they would pass an AI compliance audit, only 27% characterize their governance programs as mature. In the insurance industry specifically, Grant Thornton research found that just 24% of executives feel very confident about passing an independent AI governance review within a 90-day window. Furthermore, 61% of insurance firms have established AI policies but currently lack the technical infrastructure required to prove or test them.

Monitaur, which has been recognized as a Visionary in the 2026 Gartner Magic Quadrant for AI Governance Platforms and a Strong Performer in The Forrester Wave Q3 2025, provides the technical framework to govern hundreds of models at scale. The partnership aims to move AI governance from a theoretical policy exercise to an operational reality for complex financial services companies that must defend their AI applications to boards and regulators.

"Clients we work with are under real pressure to adopt AI, and that opportunity only holds up if the risk strategy underneath it is thoughtful and actually operational. AI risk is among the most complex challenges our clients face. Monitaur has proven its software drives measurable risk mitigations of models and AI at scale. It offers an ideal platform to both complement and extend our expertise."

Peggy Brinkmann, principal at Milliman.

The companies involved

Milliman is one of the world's largest independent risk, actuarial, and technology consulting firms. Founded in 1947, the firm has established a long-standing reputation for advising enterprises, boards, and regulators on complex emerging risks. Milliman operates globally, providing services that span healthcare, property and casualty insurance, life insurance, financial services, and employee benefits. Its Strategic Alliance and Ecosystem Program is designed to integrate specialized technology partners into its broader consulting framework to solve specific industrial challenges.

Monitaur is an AI assurance platform specifically designed for enterprises in highly regulated sectors that must demonstrate the reliability and fairness of their automated systems. The company focuses on the "assurance" side of artificial intelligence, providing the infrastructure for companies to audit, track, and govern AI models in production. Monitaur has established a significant presence within the insurance industry, working with some of the largest and most complex financial services organizations globally. The company’s platform is built to handle enterprise-wide governance, moving beyond the management of individual models to oversee hundreds of concurrent AI systems.

What FF News has reported before

FF News has tracked the growing intersection of AI governance and actuarial expertise, particularly regarding Monitaur’s expansion in the North American market. In late 2026, we reported on how Tokio Marine North America Taps Monitaur to Scale Responsible AI Governance, highlighting the carrier's move to operationalize its ethical AI framework. This followed a broader industry development where Monitaur Partners with Tokio Marine and Milliman to Operationalize Insurance AI Governance, signaling an early alignment between these three entities. Additionally, Milliman’s role in navigating regulatory shifts was highlighted in our coverage of how a Milliman Survey Reveals Life Insurers Racing to Meet New AG 55 Reinsurance Testing Standards, demonstrating the firm's central position in helping carriers meet evolving compliance requirements.

What this means from an insurtech perspective

This partnership signals a shift in the insurance value chain from "AI experimentation" to "AI accountability." For carriers and MGAs, the era of black-box underwriting and claims processing is ending as regulators demand proof of fairness and transparency. By embedding Milliman’s actuarial authority into Monitaur’s technical platform, the industry is moving toward a standardized "seal of approval" for AI models. This puts pressure on incumbent legacy vendors whose systems lack native auditability. Reinsurers, who ultimately carry the tail risk of algorithmic failure, will likely view such integrated governance as a prerequisite for capacity, making operational AI assurance a fundamental requirement for modern insurance distribution.