April 2026 ITL FOCUS: Underwriting

ITL FOCUS is a monthly initiative featuring topics related to innovation in risk management and insurance.

itl focus underwriting
 

FROM THE EDITOR

Generative AI keeps speeding up the metabolic rate of the insurance industry, and underwriting shows how the gains are accelerating.

When GenAI made its debut in late 2022, it quickly introduced efficiencies into the process. The AI could go off and gather information that underwriters would previously have had to assemble themselves. The AI could also triage submissions to help underwriters focus on the most important ones first and could do some analysis, such as seeing what had changed when a policy came up for renewal. The efficiencies have continued to pile up now that AI agents can be used to take certain actions on behalf of underwriters.

A whole other stream of GenAI work, related to “continuous underwriting,” has stepped up the pace of improvement by letting underwriters learn in near real time about changes in circumstances even before a policy comes up for removal. If a restaurant changes its hours, adds a deep fryer or starts selling alcohol, an AI can spot the change online and notify the underwriter. If a homeowner adds an outdoor trampoline or a pool, AI can likewise alert an underwriter by monitoring aerial imagery. (Bobby Touran and Tom Bobrowski have written about continuous underwriting at length, and the three of us discussed the topic on a webinar that, in my humble opinion, was exceptional.)

In this month’s ITL Focus interview, Katie Klutts Wysor, a partner at PwC, takes us to a whole new level.

While efficiencies and real-time notifications on individual policies already promise exceptional gains, Klutts Wysor describes how carriers can use AI to better manage their whole portfolios, quickly pivoting toward categories of risk that have become desirable and away from those that are looking problematic.

She says: “AI can help inform research on the front end, and [you can] then use something like a GenAI-enabled underwriting platform to begin systematically embedding strategic capital decisions into appetite, process and guidelines at scale, so underwriters evaluating risks are working from more relevant information. Then you can use AI to respond to new business decisions more quickly, respond to renewal decisions more effectively, and potentially take certain actions during a policy’s term to support risk mitigation conversations. If you can start mastering that link—how you’re deploying capital and setting appetite, all the way down to those micro process decisions—that represents a new level of maturity.”

She adds: “The fundamental approach is to look at your underwriting returns against the capital you’re deploying to the business, map that out, compare outcomes, and decide where you want to grow and where you may need to pull back. Improvements in technology may allow carriers to do that analysis more frequently. Instead of doing it once a year as part of strategic planning,… many carriers may be able to move… toward monthly or weekly review cycles, depending on how they make decisions. They may also be able to do the analysis in a more automated way and make decisions more intentionally on micro-segments of the business (by geography, class, line, etc.) that would have been too time-consuming to identify and react to previously.”

A whole lot of business processes will need to be changed to take advantage of the new insights—getting the word out that the carrier’s risk appetite has changed, providing incentives to encourage brokers to submit the newly desirable risks, removing internal obstacles so the new business can be underwritten quickly, and so on.

So the change will be a journey, not a one-off effort—and I suspect the pace will keep accelerating.

 

Cheers,

Paul

 

 
An Interview

GenAI Takes Underwriting Into a New Phase

Paul Carroll

With AI transforming underwriting, some say the function is entering a new phase. Do you agree? 

Katie Klutts Wysor

When you look at what property and casualty carriers are saying and what brokers are starting to say, there’s broad recognition that generative AI could reshape risk assessment and underwriting in meaningful ways. It’s becoming an enabler. It can help underwriters make better decisions and work more effectively. 

Carriers are focusing on underwriting as a function and investing heavily in it. They’re talking about that focus in investor days and earnings calls, and they’re doing significant work internally to organize data and update processes—improving speed, increasing automation, accelerating turnaround times and supporting more informed decisions with better data. 

What’s even more significant than the process improvements is what AI could do more broadly. Think of the underwriter as managing capital and trying to direct it to the ideal place. How can AI help define the parameters around what the carrier wants to write so it can deploy capital where it is targeting stronger returns? From there, you can align appetite and business mix with the underwriting process. 

read the full interview >

 

 

MORE ON UNDERWRITING

Continuous Underwriting Wants to Scale

by Tom Bobrowski

Insurance premiums could fluctuate daily like stock prices, but regulation and reinsurance prevent the scaling of continuous underwriting.
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AI-Driven Fraud Detection in Insurance

by Gaurav Mittal

As insurers deploy AI to combat fraud, reinsurers must adapt underwriting approaches to account for the differences in insurers' capabilities.
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Will Automation End the Binder?

by Manjunath Krishna

As real-time policy issuance becomes possible, the traditional insurance binder may quietly fade into obsolescence.
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hands in a meeting

The Next Wave of Underwriting

by Bijal Patel

Mounting pressure for speed and efficiency is driving underwriters toward portfolio-level intelligence and algorithmic automation solutions.
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Improving Understanding of Risk Appetite

by Jay Bourland

AI-driven appetite scoring can filter submissions, delivering efficiency gains in underwriting that exceed 30% across P&C lines.
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Why Prevention Is the New Protection

by Daniel Grimwood-Bird

Rather than inferring exposure solely from historical outcomes, commercial auto underwriters can now access leading indicators of attentiveness, distraction, and behavioral discipline.
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MORE FROM OUR SPONSOR

Agentic AI at the crux of Underwriting Reimagination

Sponsored by PwC

Reframing underwriting with agentic AI—orchestrated workflows, explainable decisions, and scalable growth without added risk.
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Insurance Thought Leadership

Insurance Thought Leadership (ITL) delivers engaging, informative articles from our global network of thought leaders and decision makers. Their insights are transforming the insurance and risk management marketplace through knowledge sharing, big ideas on a wide variety of topics, and lessons learned through real-life applications of innovative technology.

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