News
Travelers Advances AI Strategy with Award-Winning Insurance-Specific Large Language Model
The Travelers Companies, Inc. (NYSE: TRV) today announced that it has developed TravelersLLM, a proprietary large language model tailored to its property casualty business.
Built by Travelers engineers and data scientists, TravelersLLM was trained on millions of company documents and amplifies Travelers' leading domain expertise by, among other things, enhancing underwriting analysis, accelerating research and model development, facilitating access to decades of institutional knowledge and improving workflows. In testing against tens of thousands of insurance-related questions, it consistently outperformed commercially available AI models, delivering higher-quality results at lower cost and with greater speed.
"TravelersLLM combines our vast amounts of well-curated data and our industry expertise with leading AI capabilities, all delivered to the point of need, improving decision quality and productivity at scale," said Mojgan Lefebvre, Executive Vice President and Chief Technology & Operations Officer at Travelers. "It works alongside leading frontier models and brings a level of precision and context that is unique to Travelers."
The development of TravelersLLM reflects the company's long-standing strategy of deploying advanced technology with proprietary data. As a core component within the company's broader AI ecosystem, TravelersLLM serves as a foundational capability for agentic applications across the enterprise.
Lefebvre added, "By making our institutional data, experience and expertise instantly accessible across the enterprise, our colleagues can act more quickly and effectively, delivering even greater value to our customers and distribution partners."
Tariffs, total losses and technology: The road ahead for auto claims
The share of vehicles requiring calibrations after a repair is approaching 40%.
Three forces that shaped auto claims in 2025 are already impacting 2026: tariff-related parts inflation, rising total loss frequency across the U.S. and Canada, and shifting collision economics driven by new vehicle technology. Together, these trends are transforming how claims are settled and what it takes to complete a proper, safe and affordable repair.
Parts inflation: Tariffs are starting to sting
Last year, many industry insiders expected tariffs to generate an immediate spike in the average cost of automobile parts. Those expectations were not realized in the first half of 2025, which saw parts inflation tracking at 3.5%. By December, however, it increased to 4.25%, according to Mitchell data. As the inflation rate accelerated, the impact varied significantly by part type and manufacturer. Bumper covers, for example, saw inflation jump from 3.2% in 2024 to 6.7% in 2025. Door shells, on the other hand, held steady at approximately 7% year over year. This is important because tariffs are driving up the cost of raw materials used to create parts, particularly polyolefin plastics sourced from China.
Manufacturers face less pricing pressure on whole vehicles, where competition constrains what the market will bear. On parts where a customer needs a specific component for a specific vehicle, OEMs have more latitude to pass along expenses as their input costs grow.
AI is cutting insurance jobs. The industry is just starting to say so
On May 20, 2026, Acrisure - the world's eighth-largest insurance brokerage by revenue, valued at approximately $32 billion and headquartered in Grand Rapids, Michigan - announced it was cutting 2,250 jobs, approximately 11% of its global workforce, citing advances in artificial intelligence and automation.
In a letter to employees, Acrisure co-founder and CEO Greg Williams was direct about the driver: "Advances in technology, AI, and digital platforms are fundamentally changing how businesses operate, how clients expect to be served, and how value is created." The cuts will roll out in phases through 2027, with the impact concentrated on US operations. It was Acrisure's second AI-attributed workforce reduction in seven months - in October 2025, the company had already cut 400 accounting and back-office roles, citing automation of accounting functions.
Jerry Theodorou, policy director for insurance, finance and trade at the R Street Institute, frames what Acrisure has made public in terms of the financial logic driving it across the industry. "Insurers are looking for areas of the underwriting process to make savings," he said. "To the extent that they do, margins are increased. And for publicly owned companies, the stock goes up. So that's where they're focusing now."
AI in Insurance
Agentic AI for Insurance Portfolio Management
As property and casualty (P&C) insurers continue to invest in generative AI in areas such as underwriting and claims, an even bigger, unexplored opportunity sits at the top of the organization, in portfolio management. A new, agentic AI approach can unlock sustained competitive advantage for those who invest the time to build it.
P&C executives are under pressure to improve risk-adjusted return on equity while managing complex, multiline businesses in an increasingly uncertain global environment. They face a confluence of growing volatility, correlated risks, and data fragmentation. In this context, the gap between challenges and capabilities is widening as catastrophe exposure, claims severity, and competitive dynamics shift faster than teams can respond.
Many P&C commercial carriers face these challenges with outdated and fragmented systems, siloed data, and inconsistent definitions. While today’s external environment necessitates agile, analytical steering of in-force portfolios, insurers struggle to unify data, assess potential steering actions, and make decisions in a timely manner. Where new demands must be met with rapid decision making, organizations are bound by inertia.
This capability gap offers a clear opportunity for early movers to gain a strong competitive advantage by embracing agentic AI for policy portfolio management. BCG estimates that those who do stand to improve gross premium written (GPW) growth by 1%-3%, combined ratios by 1%-2.5%, and return on equity by 1%-2%, based on a survey of more than 50 P&C commercial insurance executives. While companies are exploring these capabilities, the full potential has not yet been realized.
Announcements
Acrisure Introduces Asero Insurance Services, Combining Specialty MGAs under a Unified Brand
Acrisure, a global fintech leader, today launches Asero Insurance Services (“Asero”), a specialty managing general agency (“MGA”) that unifies several Acrisure-owned program administrators under a common brand in the United States.
Each program administrator within Asero brings specialized underwriting expertise backed by the Asero platform’s data and analytics, actuarial, and technology capabilities, with the ability to write difficult-to-place risks. The platform is further supported by Acrisure’s centralized legal, regulatory, finance, accounting, HR, and other enterprise functions. Acrisure owns 13 US-based MGAs that collectively underwrite over $1 billion of premium, of which six will be initially branded as Asero with more to follow.
Asero's experienced underwriters operate under delegated authority agreements with unaffiliated insurance carriers, whereby Asero underwrites and issues policies on carriers’ behalf. Products are distributed by independent retail agents, independent wholesalers, and alternative distribution.
Autonomous Driving/Insurance
Tesla Settles Lawsuit Over Deadly Crash Involving Full Self-Driving
Tesla Inc. has quietly resolved a lawsuit stemming from a fatal 2023 crash that precipitated a defect investigation into the carmaker’s automated-driving technology.
The collision involved 71-year-old Johna Story, who had stepped out of her vehicle on an Arizona highway to help direct traffic around cars that had already crashed due to blinding sun glare. Moments later, she was struck at high speed by a Tesla Model Y SUV using the company’s so-called Full Self-Driving system. CONTINUES
Commentary/Opinion
The 24-Hour Window: The Race to Keep Claims Out of Litigation
In insurance, the first 24 hours after a claim is filed are often the most important. It is the carrier’s best opportunity to make a strong first impression, establish trust and help policyholders understand what comes next during a period of uncertainty. It is also a critical window to reach claimants before confusion, frustration or attorney influence changes the direction of the claim.
When carriers engage quickly, the benefits extend far beyond that initial conversation. Early contact can shorten claim cycles and reduce the likelihood that issues escalate into costly disputes or litigation.
Yet while most claims organizations recognize the importance of speed, few consistently deliver fast enough to reach claimants before attorneys do.
You never get a second chance to make a first impression.
To understand the importance of that first interaction, let’s start by considering the claimant’s perspective.
InsurTech/M&A/Finance💰/Collaboration
Incline P&C Group Announces Enhanced Partnership with Accelerant
Incline P&C Group, the premier insurance program market services firm, has announced an enhanced partnership with Accelerant (NYSE: ARX), a data-driven risk exchange platform for the specialty insurance market. Effective July 1, 2026, Incline will serve as a fronting carrier for more than $500 million in annual gross written premiums across Accelerant's U.S. commercial specialty insurance portfolio.
"Accelerant has been a valuable partner to Incline, demonstrating durable growth and a strong underwriting track record," said Chris McClellan, President and CEO, Incline P&C Group. "We are excited to expand upon our existing partnership with Accelerant, further supporting MGAs and their clients across the specialty insurance marketplace."
Building on the existing relationship between the two companies, the enhanced partnership announced today increases Incline's participation across Accelerant's high-quality specialty insurance portfolio and provides direct reinsurance access to Accelerant's Risk Capital Partners.
"We are excited about our ongoing and growing partnership with Incline. Incline brings significant program expertise and a customer first mindset that will continue to strengthen the Accelerant Risk Exchange. Together, our expanding MGA Member base is well positioned for continued, profitable growth as we reshape the specialty insurance ecosystem," said Jeff Radke, Chairman and CEO of Accelerant."
Hippo Holdings Announces Enhanced Partnership with Accelerant to Expand Access to the Specialty Insurance Market
Hippo Holdings Inc. (NYSE: HIPO) today announced an enhanced partnership with Accelerant (NYSE: ARX), a data-driven risk exchange platform for the specialty insurance market. Effective July 1, 2026, with the full program commencing October 1, 2026, Hippo will serve as a fronting carrier for more than $500 million in annual gross written premiums across Accelerant's U.S. portfolio in 2027.
"We are built to move decisively when the right opportunity presents itself, and this is one of those moments," said Rick McCathron, President and CEO of Hippo Holdings. "Accelerant operates a data and technology platform that makes specialty insurance work better for the entire insurance value chain, and that same philosophy drives how we are growing Hippo. With this agreement in place, we expect to achieve our $2 billion gross written premium target in 2027, a full year ahead of plan."
Legal System Abuse/Social Inflation
Legal System Abuse Costs Billions
If you've ever wondered who pays for those highway billboards promising life-changing payouts for your injury lawsuit, the answer is: We all do.
Those billboards are largely funded by plaintiff firms manipulating the legal system to prioritize profit over justice. And based on the return on investment, there's no reason to believe we won't continue to pay for those garish signs through increasing costs for everyday products and services.
Businesses are deemed by the plaintiffs' bar to have deep pockets of wealth and are able to afford to settle multimillion-dollar and multibillion-dollar lawsuits. However, those costs are passed on to consumers in the form of rising prices for goods and services. The American Tort Reform Association found that lawsuit abuse costs every American $1,424 annually—nearly $6,000 per year for a family of four.
Legal system abuse is not new. Terms like "social inflation" and "nuclear verdict" have been around for years, and both continue to play a role in the broader realm of legal system abuse.
Donna Nadeau is head of large commercial, AXA XL, Americas Jim DiVirgilio is chief claims officer, AXA XL, Americas
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