When presented with a previously unseen product, methodology or migration specification, the RiskAgility FM AI Assistant can interpret requirements, plan the work, build or adapt the model, execute runs to test results, investigate issues and document the outcome for expert review. It works towards the intended result while RiskAgility FM’s governance features ensure actuarial judgement and approval remain firmly with the human team.
As a semi-autonomous member of a modeling team, the AI Assistant is transforming actuarial model migration; implementing product, regulatory and methodology changes consistently; running regression and sensitivity tests; diagnosing failed checks; and preparing evidence for review. The AI Assistant coordinates these as connected assignments rather than isolated prompts.
Mark Brown continued: “The RiskAgility FM AI Assistant changes the economics of model delivery. By accelerating work that has traditionally depended on scarce specialist expertise and lengthy build-and-test cycles, it enables complex modeling activities to be completed within the platform, supported by the controls and evidence required for financial reporting. This helps to address one of the biggest barriers to modernization: the cost, capacity and time needed to recreate and validate complex models on a new system.
“For insurers, this can compress the path from requirement to tested implementation. Teams can assess product changes sooner, respond faster to reporting needs, and evaluate or migrate portfolios in significantly less time than before.”
About Insurance Consulting and Technology
WTW’s Insurance Consulting and Technology business is a global leader in P&C, Life, and Health insurance software and advisory services. With over 1,700 colleagues in 35 markets, we combine deep insurance expertise with leading-edge technology to help insurers navigate complexity and unlock value across pricing, underwriting, reserving, financial and capital modeling, claims, portfolio management, and regulatory reporting.
We’re redefining insurance through innovation and technology. By harnessing Generative and Agentic AI, we’re creating next-generation processes that reduce friction, enhance decision-making, and unlock faster, smarter outcomes for our clients. These capabilities accelerate innovation and enable us to deliver with unmatched precision and scale.
More than 1,000 insurers across six continents - including many of the world’s leading insurance groups - trust our unique combination of advisory insight and advanced software to power their businesses and drive sustainable growth.
