Jennifer Linton, Author at Carrier Management

Machine Learning for Mutuals: What’s Working, What’s Not, and What’s Next

Recently, I spoke with a chief product officer at a large excess and surplus (E&S) company, and he shared his vision for streamlining intake in this way: "Straight-through processing a third, ...

Are Your Risk Prediction Models at Risk of Falling Asleep at the Wheel?

Risk models aren't just actuarial artifacts anymore; they're strategic assets. Or at least, they should be, and the use of AI is accelerating the opportunities. According to PwC's 2024 Global Risk ...

Company	Symbol	Close	1 Day Chg
Presurance Holdings, Inc.	PRHI	$5.73	+13.47%
Erie Indemnity Company	ERIE	$242.04	+3.58%
Cincinnati Financial Corporation	CINF	$177.68	+1.69%
The Hanover Insurance Group, Inc.	THG	$232.63	+1.10%
Ategrity Specialty Insurance Company Holdings	ASIC	$24.02	+0.71%

Company	Symbol	Close	1 Day Chg
Root, Inc.	ROOT	$54.05	-6.87%
HCI Group, Inc.	HCI	$175.01	-3.85%
Goosehead Insurance, Inc.	GSHD	$62.00	-2.91%
Arthur J. Gallagher & Co.	AJG	$249.42	-2.75%
Employers Holdings, Inc.	EIG	$50.55	-2.02%

* As of July 31, 2026; Source: S&P Global Market Intelligence

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Content from Jennifer Linton

Machine Learning for Mutuals: What’s Working, What’s Not, and What’s Next

Are Your Risk Prediction Models at Risk of Falling Asleep at the Wheel?