• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia
The Cloud Series

How commercial insurer FM Global uses data science to reduce client risk

By
Heather Clancy
Heather Clancy
Down Arrow Button Icon
By
Heather Clancy
Heather Clancy
Down Arrow Button Icon
December 9, 2014, 4:00 PM ET
Technology
contract Armin Harris. Kyle Bean for FortuneKyle Bean for Fortune

It should come as no surprise that the commercial property insurer FM Global, which claims one-third of all Fortune 500 companies as customers, collects plenty of data to guide how it rates policies and sets prices.

What’s more surprising is the way that the almost 180-year-old insurance company uses information gathered for more than 60,000-plus sites to help clients understand risk and, if they’re inclined, make improvements to prevent losses.

FM Global relies on close to 1,800 engineers to collect up to 500 digital photos, notes, and data points for every building or property. Those metrics include construction parameters, occupancy patterns, geographic information and other factors that affect overall risk assignments. That data is processed on an ongoing basis and presented as part of an analytics service called RiskMark. Risk managers log in to see how properties rate across their portfolio. FM Global even offers recommendations for improvements, such as construction to reduce flood risk or fire prevention technologies that might also benefit security and safety.

Sure, other insurance companies probably offer similar insights. What’s different is that FM Global’s calculations are made quickly, based on actual data, not on averaged actuarial estimates made in a back office somewhere.

“We take the data and look at what drives the severity of loss at a location,” said Ronnie Gibson, chief engineer for FM Global. “Clients can compare relative risk from one location to another. They can see a ranking of their locations.”

Equally as intriguing: organizations can compare their standings against aggregated industry trends. “This is where this information really comes to roost,” Gibson said.

FM Global originally invested in this service to inform internal decisions. Its reason for sharing that information is self-interested: when insured properties improved to mitigate losses, that’s good for FM Global.

But it can also be good for its customers because it helps them prioritize risk management strategy and could get them better rates. “There is a financial incentive to go there,” Gibson said, adding: “It’s the right and proper way to make sure they do not spend a penny they do not need to spend.”

This item first appeared in the Dec. 9 edition of Data Sheet, Fortune’s daily newsletter on the business of technology. Sign up here.

About the Author
By Heather Clancy
See full bioRight Arrow Button Icon

Latest in

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • Future 50
  • World’s Most Admired Companies
  • See All Rankings
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map
  • About Us
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in

elon
CommentarySpaceX
The SpaceX IPO is great — but it won’t deliver 100x returns 
By Jeffrey StewartApril 1, 2026
4 hours ago
Macquarie bets impact investing can fill an Asian financial access gap for the ‘missing middle’
AsiaAustralia
Macquarie bets impact investing can fill an Asian financial access gap for the ‘missing middle’
By Nicholas GordonApril 1, 2026
6 hours ago
Trump at a podium
PoliticsIran
Trump will address the nation about the Iran war on Wednesday. Here’s what to expect
By Eva RoytburgApril 1, 2026
6 hours ago
A SpaceX Falcon 9 rocket is displayed outside a Space Exploration Technologies Corp. facility in Hawthorne, California.
Startups & VentureElon Musk
SpaceX has filed confidentially for IPO ahead of AI rivals
By Bailey Lipschultz, Edward Ludlow and BloombergApril 1, 2026
6 hours ago
cancer
HealthCancer
Cancer’s grim calculus for the young: their insurance status can determine how long they survive
By Rhonda Winegar, Tara Martin, Zhaoli Liu and The ConversationApril 1, 2026
6 hours ago
AI ‘slop’ is flooding YouTube Kids—and more than 200 groups and experts are calling for a ban
CybersecurityYouTube
AI ‘slop’ is flooding YouTube Kids—and more than 200 groups and experts are calling for a ban
By Catherina GioinoApril 1, 2026
6 hours ago

Most Popular

Jerome Powell says the $39 trillion national debt is ‘not unsustainable,’ but warns the trajectory ‘will not end well’
Economy
Jerome Powell says the $39 trillion national debt is ‘not unsustainable,’ but warns the trajectory ‘will not end well’
By Fortune EditorsMarch 30, 2026
2 days ago
Two-thirds of parents say their adult Gen Z kids still rely on them financially  for support—even though it's putting them under strain
Success
Two-thirds of parents say their adult Gen Z kids still rely on them financially  for support—even though it's putting them under strain
By Fortune EditorsMarch 31, 2026
1 day ago
A man used AI to call 3,000 Irish bartenders to track the cost of Guinness. Now pubs are lowering their prices to compete
AI
A man used AI to call 3,000 Irish bartenders to track the cost of Guinness. Now pubs are lowering their prices to compete
By Fortune EditorsMarch 30, 2026
2 days ago
Kevin O'Leary says if you earn $68,000 a year and follow this rule, you'll retire a millionaire
Personal Finance
Kevin O'Leary says if you earn $68,000 a year and follow this rule, you'll retire a millionaire
By Fortune EditorsMarch 31, 2026
1 day ago
Hiring just hit a level not seen since the economy was ‘closed down literally’ during COVID, top economist says
Economy
Hiring just hit a level not seen since the economy was ‘closed down literally’ during COVID, top economist says
By Fortune EditorsMarch 31, 2026
1 day ago
Mark Carney lays down the gauntlet: 'It is essential that the next CEO of Air Canada is bilingual'
C-Suite
Mark Carney lays down the gauntlet: 'It is essential that the next CEO of Air Canada is bilingual'
By Fortune EditorsMarch 30, 2026
2 days ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.