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P&C Specialist - Progressive Braces for AI-Driven Insurance Shopping

Progressive Braces for AI-Driven Insurance Shopping

Progressive expects agentic AI to become a more significant insurance shopping channel, intensifying competition for customers and rewarding insurers that can adjust prices faster.

Executives of the Mayfield Village, Ohio-based insurer said it has begun receiving inbound quote requests from agentic AI tools, though the volume remains a small fraction of overall quote activity in the direct channel.

"Activity we see today suggests much of this usage reflects experimentation rather than true shopping intent," CEO Tricia Griffith said during the company's third-quarter earnings call Tuesday. ARTICLE (may require subscription)

Varada Bhat

Your Policyholder Has an AI Agent, Too | Insurance Thought Leadership

Imagine the customer of a 20-year-old life insurance policy trying to figure out if it makes sense to surrender the policy. Do they call the insurance company first, hoping to talk to a knowledgeable agent? Probably not. They will upload the policy contract, riders and most recent statement to the AI assistant with a list of questions: What benefits would be lost by surrendering the policy? What happens to the outstanding loans? Are there other alternatives to surrendering the policy? Which policy provisions are the most important to consider before deciding?

This AI might be right, or might be partly right, or might be very wrong. But what is becoming abundantly clear is that this customer arrives at their insurer with a level of analysis and a body of knowledge that once cost time, or cost money, or both.

This leads me back to the question insurers have been asking for years about how AI will change what we do: underwriting, servicing, operations, all inside the enterprise. So what happens when the policyholder is AI-enabled as well?

Bhargavi Vepuri is a director in the insurtech and fintech field and an independent researcher

The token time-bomb: why your internal AI build could cost much more than you think Sprout.ai

The backlash against ‘tokenmaxxing’, which equates more AI usage with greater productivity, is growing as token bills escalate. For Claims leaders, a successful AI pilot is only the start. In this blog we explain why costs can spiral in production, where internal builds leave insurers exposed, and how to secure beneficial outcomes with more predictable AI spend.

We’ve all seen the stories of mystery companies blowing $500 million on Claude AI in a single month, of Uber capping employee AI usage after spending their entire AI budget in four months, and of a major healthcare insurer seeing its monthly AI token consumption go from three million to over one hundred fifty million in under a year.

The days of unrestricted AI adoption are passing, and the cost vs. value of deploying AI into your business is creeping up the agenda as exponential token spend hits P&Ls at every enterprise. Finance and Claims leaders are becoming increasingly discerning about where their AI budgets are spent, and experienced CIOs are expecting delivery outcomes supported by predictable AI spend.

“Insurers routinely face technology buy vs build scenarios to strike the right balance. Although there are several advantages to building AI in-house, insurers must also weigh timelines, expertise, and all related costs. Partnering with purpose-built AI solution providers allows insurers to buy and build, essential for a successful AI strategy. - Alan Demers"

Kalepa raises $75m to expand AI underwriting platform

Insurance AI firm Kalepa has raised $75 million in Series B funding at a $470 million valuation, as it looks to expand its AI platform across the insurance value chain and into new markets.

The funding, led by Updata Partners with participation from IA Ventures and Inspired Capital, is expected to support product expansion and a doubling of headcount in 2027.

Kalepa reported that revenue and customer numbers have tripled over the past year and it has remained cash flow positive for more than two years. Founded in 2018, Kalepa's customers include WR Berkley, Bowhead Specialty and AmRisc and previously raised $14 million in Series A funding in 2021, bringing total funding to $91 million.

Insurity Challenges the P&C Insurance Industry to Rethink Who Owns AI as Core Platforms Race to Acquire It

As the market consolidates around acquired AI, Insurity argues the defining question of the next decade isn’t whether carriers have AI, but whether they control the intelligence that runs their business

Insurity, a leading provider of cloud-based software for insurance carriers, brokers, and MGAs, today called on the insurance industry to rethink who controls the intelligence powering its core operations. As core platform providers race to acquire AI capabilities and integrate them into existing systems, Insurity is reaffirming its AI-native strategy that gives carriers greater control over their models, data, and decisions, with governance and auditability that operate independently of any individual AI model.

The wave of AI acquisitions confirms what the industry already knows. AI is no longer a differentiator in core insurance technology, it is the baseline. As AI becomes embedded in underwriting, pricing, and claims, the ability to maintain control over the intelligence making those decisions, and the cost of changing it, will increasingly determine how insurers compete and innovate.