Huscarl has raised $5.6 million in a seed round led by FRST, with participation from Y Combinator and Silicon Valley investors. The startup said it will use the funding to build the first autonomous AI actuary for corporations and their insurance captives and to expand those capabilities in the US market.
Self-insurance has grown significantly in recent years as US companies increasingly retain risk and set up dedicated insurance subsidiaries called captives. The approach can deliver cost savings of up to 30% and lets firms address risks that traditional insurers may refuse to absorb — a shift Huscarl aims to enable.
Huscarl’s platform automates the ingestion of large volumes of unstructured data, generates bespoke risk models for emerging or unusual risks, and orchestrates end-to-end actuarial workflows, with every study reviewed and signed by a credentialed human actuary.
Huscarl’s AI actuary and services
The company provides the full range of actuarial work for self-insurance, including one-off studies, ongoing Appointed Actuary services for insurance captives, and AI-powered outsourced underwriting for group captives and Risk Retention Groups.
Huscarl said it is already trusted by a Risk Retention Group and by a single-parent captive for a company with more than $2 billion in revenue, and it plans to expand its network of partner captive managers and brokers.
The founding team combines actuarial expertise and a history of building new risk products. CEO Alexandre Musy and CTO Paulien Jeunesse previously created the world’s first cyber parametric insurance product for corporations at Descartes Underwriting. Musy scaled that product commercially across Europe, while Jeunesse, described as a seasoned actuary and AI scientist, built the underlying model with a fresh approach to cyber claims severity.
“Huscarl was born out of one strong belief: corporations should manage their own risks like insurance companies,” said Musy. “Our goal is clear: to enable ambitious corporate risk managers to become their own company’s Chief Underwriting Officer. We’re working towards a future where self-insurance becomes the default, and commercial insurance becomes the exception. Thanks to this funding round, we’re significantly closer to achieving that.”
“The growth of self-insurance has been a major trend of the last ten years, to a point where the world’s largest corporations now self-insure close to 100% of their risks. On the other side of the spectrum, companies as small as $10 million in revenue are starting to consider it as an alternative to traditional insurance. The team at Huscarl is building the critical infrastructure for this market,” commented Bruno Raillard, co-founder and partner at FRST.
To discover more about Huscarl and its AI actuary platform and services, contact the company at https://huscarl.io/contact.
