Dei Primus Holdings Launches LUCY, a Fully Autonomous Insurance Carrier

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 core 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 the operating system is the insurer. The technology isn’t assisting the company — the technology is the company.”

LUCY, short for Logistic Underwriting Claim sYstem, was developed using a structured archive of historical claims and underwriting files acquired when Dei Primus 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.

“We’re talking milliseconds,” Foale said. “Once the physical data is confirmed, the decision pipeline is already built.”

Because the company operates without traditional employee infrastructure, executives said LUCY can offer rates significantly below conventional carriers.

“There’s no internal friction,” Rawlings said. “The overhead structure is fundamentally different.”

Human involvement is limited to contracted field investigators responsible for physical inspections directed by the system. Internal documents describe the function as “ground verification,” with LUCY assigning inspection scope and evidence requirements.

Policyholder interaction occurs through a mobile interface called LUCY Link, which provides coverage explanations, policy servicing and first notice of loss reporting.

Executives acknowledged that not all policyholders are comfortable interacting exclusively with software. To address that, the carrier created multiple named virtual agents and adjusters designed to simulate a traditional service environment. Insureds may also interact with assigned virtual agents by phone or chat. While each persona is powered by the same underlying system, policyholders are assigned a consistent representative with voice modeling and conversational style.

“The research shows people trust individuals, not platforms,” Foale said. “We didn’t want customers to feel like they were calling a system. They’re calling their agent.”

Virtual supervisors are available upon request for escalated conversations.

“Emotional escalation is part of insurance,” Foale said. “Ignoring it would have been unrealistic.”

Engineers worked with doctoral psychology candidates at UCLA to model conversational pacing and calibrated response delays intended to mirror human listening behavior.

“The system doesn’t interrupt,” Foale said. “That alone changes how people experience the conversation.”

Because agents and adjusters are virtual, policyholders can reach their assigned representative at any time.

“The system doesn’t sleep,” Foale said. “Insurance events don’t occur during office hours.”

Executives said litigation was one area where full automation was intentionally avoided. If a lawsuit is filed, the claim is transferred to live counsel. However, the attorney reports to the LUCY claims system rather than managing the claim independently.

“The attorney represents the policyholder in court,” Rawlings said. “But the claim remains governed by LUCY’s decision structure.”

Because of the reporting arrangement, executives acknowledged resistance within the legal community. To ensure continuity, Dei Primus acquired an insurance defense firm that will serve as LUCY’s primary litigation partner: Dellé, D’Enie & Dífenn. The firm’s senior partner, William “Bill” A. Bull, said the relationship required attorneys to rethink traditional authority structures.

“The client is human,” Bull said. “The adjuster just happens to be virtual. Our job is to translate that into a format the courts understand — and to do it efficiently.”

Legal observers raised questions about how the system would function when an adjuster is required to testify in litigation, a routine occurrence in disputed claims.

Bull said the firm has already developed protocols for situations where courts require sworn testimony from the decision-maker.

“In a deposition, you’re not questioning a personality,” Bull said. “You’re questioning a decision record. The system produces a complete audit trail of how a claim reached its outcome. Our role is to present that logic in a format the court can examine.”

Asked whether a virtual adjuster could ever be compelled to appear in court, Bull said the firm anticipates future procedural standards may evolve.

“Courts adapt to technology,” he said. “We’ve seen that with electronic evidence, digital signatures and remote testimony. The question isn’t whether the system can appear. The question is how the legal system chooses to interpret machine decision-making.”

Rawlings added that the company views litigation as a stress test for transparency rather than a barrier.

“If the system can’t explain a decision,” he said, “it shouldn’t have made it.”

Industry analysts say the experiment reflects a broader push by venture capital into legacy insurance infrastructure. Several insurtech firms have automated segments of underwriting or claims handling, but none have attempted to consolidate the entire carrier workflow into a single autonomous platform.

Dei Primus maintains a human governing board tasked with oversight, audit review and ethical safeguards. Rawlings characterized the structure as necessary but ultimately supervisory.

“The board exists to make sure the system behaves within the rules we’ve defined,” he said. “But the operational decisions belong to LUCY.”

Kansas was selected for the carrier’s pilot launch due to its comparatively stable claims environment and regulatory structure. Rawlings described the state as a controlled maturity market where the system could scale gradually before entering catastrophe-heavy regions.

Rawlings dismissed concerns that a fully autonomous carrier eliminates the human role in insurance.

“There will always have to be a human in the loop,” he said. “If nothing else, someone has to reboot the system.”

LUCY is scheduled to begin policy issuance on April 1. ;)

Topics New Markets