A venture-backed technology firm says it has built what it describes as the first U.S. insurance carrier designed to operate without human decision-making in its c
ore functions, replacing traditional underwriting, agent interaction and claims adjudication with a unified artificial intelligence platform.
Dei Primus Holdings announced this week the formation of LUCY Insurance, a property/casualty carrier executives say is not an automation layer supporting human employees, but a fully autonomous operating
system that performs the insurer’s primary business decisions. Human involvement is limited to governance oversight, contracted field verification and litigation support.
“We didn’t want to build tools for humans,” said Marcus Rawlings, CEO of Dei Primus and chair of the carrier’s governing board. “We wanted to design an insurer where t
he operating system is the insurer. The technology isn’t assisting the company — the technology is the company.”
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LUCY, short for Logistic Underwriting Claim sYstem, was developed using a structured archive of historical claims and underwriting files acquired when Dei Prim
us purchased a distressed insurer heavily exposed to the 2024 Los Angeles wildfire losses. Executives say the dataset, representing millions of claims and underwriting decisions across multiple catastrophe cycles, provided a rare opportunity to train a unified model on real-world insurance behavior at scale.
Rather than liquidating the carrier’s assets, Rawlings said the firm viewed the claims and underwriting history as infrastructure.
“Insurance runs on precedent,” he said. “That archive wasn’t just paperwork. It was a decision engine waiting to be rebuilt.”
LUCY’s president, Avril Foale, who previously worked at the intersection of insurance analytics and enterprise technology, said the platform was designed
to treat underwriting and claims as the same analytical discipline rather than separate departments, prioritizing consistency over individual judgment.
“Every underwriting and claims action follows explainable logic,” she said. “The system doesn’t get tired, it doesn’t rush, and it doesn’t improvise. It executes policy language the same way every time.”
For underwriting, LUCY integrates publicly available aerial and satellite imaging with structural modeling tools to evaluate exterior property characteristics. Executives said the system can generate quotes in seconds by analyzing roof condition, footprint changes and environmental exposure without requiring a human site visit.
Once a loss occurs, the process accelerates further. After a contracted field investigator uploads a ground verification report, coverage determination and payment authorization occur automatically.
