Shutterstock.com_2284581609/Deemerwha studio
4 September 2026news

Huscarl raises $5.6m to build the first autonomous AI actuary for self-insurance

Huscarl has announced it has raised $5.6 million in seed funding led by FRST, with participation from Y Combinator and Silicon Valley investors. Huscarl will use the capital raised to build what it says is the first autonomous AI actuary for corporations and their insurance captives and expand these capabilities in the US market. 

Its 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.

The startup has already been trusted by a risk retention group and a single-parent captive for a company with more than $2 billion in revenue and is looking to expand its network of partner captive managers and brokers.

“Huscarl was born out of one strong belief: corporations should manage their own risks like insurance companies,” said chief executive Alexandre 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.

According to Huscarl self-insurance has seen a major surge in recent years, with US companies retaining risk instead of transferring it and setting up dedicated insurance subsidiaries called “captives.” It added that the appeal is clear: cost savings of up to 30% and the possibility to manage risks traditional insurers refuse to absorb. Huscarl is built to power this shift, positioning itself as the enabler for self-insurance.

Huscarl’s services span all actuarial work for self-insurance, including one-off studies. It also provides ongoing appointed actuary services for insurance captives, as well as AI-powered outsourced underwriting for group captives and risk retention groups.

Did you get value from this story?  Sign up to our free newsletters and get stories like this sent straight to your inbox.