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
Root, Inc.	ROOT	$57.17	+4.21%
Goosehead Insurance, Inc.	GSHD	$37.45	+3.88%
Hagerty, Inc.	HGTY	$11.09	+3.74%
Heritage Insurance Holdings, Inc.	HRTG	$23.07	+3.45%
American Integrity Insurance Group, Inc.	AII	$17.15	+2.88%

Company	Symbol	Close	1 Day Chg
Presurance Holdings, Inc.	PRHI	$4.83	-1.43%
Kingstone Companies, Inc.	KINS	$16.04	-0.93%
Safety Insurance Group, Inc.	SAFT	$70.87	-0.83%
Reliance Global Group, Inc.	EZRA	$3.53	-0.56%
ProAssurance Corporation	PRA	$24.59	-0.28%

* As of June 16, 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?