• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia

Trendingnow

1

Egg companies made $1.22 billion in profit off a $6 carton — now they’re buying their way out of a price-fixing case with 53 million donated eggs

2

Meet the Zillennials: The luckiest micro-generation in the workforce, born between 1993 and 1998

3

Economists have found an answer to slowing cognitive decline: Avoid retiring early, study finds

1

Egg companies made $1.22 billion in profit off a $6 carton — now they’re buying their way out of a price-fixing case with 53 million donated eggs

2

Meet the Zillennials: The luckiest micro-generation in the workforce, born between 1993 and 1998

3

Economists have found an answer to slowing cognitive decline: Avoid retiring early, study finds
Fortune 500

Ford’s $100 million data machine

By
Chanelle Bessette
Chanelle Bessette
Down Arrow Button Icon
By
Chanelle Bessette
Chanelle Bessette
Down Arrow Button Icon
June 2, 2014, 9:04 AM ET
Data gatefold ford
Michele Taylor pick upGetty Images
Add Fortune on Google for similar content.

Eight years ago Alan Mulally arrived at Ford Motor with a plan to get the automaker back on track. Two of his initiatives were focused on tightening the automaker’s extensive supply chain for its dealership network. The first set out to optimize what Ford (No. 8 on the Fortune 500) offered its customers, meaning that it needed to avoid building cars configured in ways that customers didn’t want. The second initiative sought to radically simplify Ford’s product portfolio and sell the same vehicle platforms worldwide.

The initiatives intended to bring cost savings to both Ford (F) and its dealerships, but the reality wasn’t that simple. Centralizing vehicle assembly meant that delivery times would increase, adversely impacting the amount and newness of inventory on a dealer’s lot. “It really matters what’s on the lot at that moment,” says Bryan Goodman, a research scientist at Ford. “Having the wrong colors or options could have a big effect on our sales.” And rashly upping the number of vehicles in stock would just multiply inventory holding costs — about $10 per vehicle per day, Goodman says.

Which meant Ford needed to get smarter about its inventory. In 2007, Ford began in-house development of its Smart Inventory Management System, or SIMS, which sought to equip dealers with data they could use to better predict which vehicles people would want to buy well before they set foot on the lot, allowing assembly plants enough time to make and ship them. “We present a lot of the analytics to the dealers in case they want to make their own inventory decisions,” says Michael Cavaretta, data scientist and manager at Ford. “We were concerned about improving sales but also improving the supply chain.”

It’s a formidable task: For a complex vehicle like Ford’s Transit Connect van, there are about 60 choices that a customer can make, from exterior color to roof height to wheelbase length to door style — in all, more than 27 quadrillion combinations for a single vehicle. “As the downturn started and sales slowed down, it was critical to operate with lower inventory levels, which makes it harder to keep vehicles in stock with options that customers are looking for,” Goodman says. “If they come in looking for a vehicle that’s red and with a moon roof, we better have one that’s red with a moon roof.”

After a U.S.-only pilot, Ford implemented SIMS in 2009, running it alongside crash tests and fluid dynamics on a 40,000-processor supercomputer. (Consider: Ford’s dealers in North America alone make about 50,000 vehicle orders per week.) The new system’s impact was significant: Its recommendations saved dealers $90 per vehicle and reduced vehicle trades between dealers from 40% to 30%. “We’ve seen reduced time on lots and quicker inventory turnover,” Goodman says. And dealers are embracing the system. “In the U.S., when we look at the match rate between the recommended orders and the overall orders that were entered,” Cavaretta says, “we’re at about a 98% match.”

It’s led to some quirky discoveries too. A truck with gold and green features selling unusually well in South Bend, Ind., turned out to be the result of University of Notre Dame school spirit. And options that were a sales deterrent in isolation — such as a trailer-towing package or a load-leveling suspension — sold quite well together.

“SIMS has been worth well over $100 million a year to Ford,” Goodman says, “if not higher to our dealers.”

This story is from the June 16, 2014 issue of Fortune.

About the Author
By Chanelle Bessette
See full bioRight Arrow Button Icon
Add Fortune on Google for similar content.

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
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
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
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in

‘It’s just his AI and my AI going back and forth’: The workplace phenomenon that’s undermining human relationships
Future of WorkWorkforce
‘It’s just his AI and my AI going back and forth’: The workplace phenomenon that’s undermining human relationships
By Jacqueline MunisJuly 3, 2026
5 hours ago
Chad Hurley and Steven Chen wearing suits
SuccessWealth
YouTube’s founders split over $650 million when they sold to Google in 2006—had they held out, they could have taken a slice of $550 billion
By Preston ForeJuly 3, 2026
5 hours ago
Photo: Paris, france
Environmentclimate change
Brutal heatwave in France is killing 2,000 people per week, undertakers are overwhelmed, and health agency says there’s worse to come
By John Leicester and The Associated PressJuly 3, 2026
5 hours ago
ds
CommentarySoftware
I argued with the father of open source for 2 years. Now the AI fight is the same — only bigger
By David SiegelJuly 3, 2026
7 hours ago
ashok
Commentary250 Years of Innovation
The greatest startup in history: What we can learn from America’s founders at today’s AI frontier
By Ashok N. SrivastavaJuly 3, 2026
7 hours ago
Photo: World Cup fans drinking.
EconomyEconomics
On Wall Street, analysts increasingly don’t believe the U.S. government’s ‘misleading’ job numbers
By Jim EdwardsJuly 3, 2026
8 hours ago

Most Popular

Egg companies made $1.22 billion in profit off a $6 carton — now they’re buying their way out of a price-fixing case with 53 million donated eggs
Law
Egg companies made $1.22 billion in profit off a $6 carton — now they’re buying their way out of a price-fixing case with 53 million donated eggs
By Wyatte Grantham-Philips and The Associated PressJuly 2, 2026
1 day ago
Meet the Zillennials: The luckiest micro-generation in the workforce, born between 1993 and 1998
AI
Meet the Zillennials: The luckiest micro-generation in the workforce, born between 1993 and 1998
By Nick LichtenbergJuly 3, 2026
13 hours ago
Economists have found an answer to slowing cognitive decline: Avoid retiring early, study finds
Economy
Economists have found an answer to slowing cognitive decline: Avoid retiring early, study finds
By Sasha RogelbergJuly 2, 2026
1 day ago
On Wall Street, analysts increasingly don’t believe the U.S. government’s 'misleading' job numbers
Economy
On Wall Street, analysts increasingly don’t believe the U.S. government’s 'misleading' job numbers
By Jim EdwardsJuly 3, 2026
8 hours ago
Mark Zuckerberg feeds his cows macadamia nuts and beer to create the 'highest-quality beef in the world' on his $300 million estate in Hawaii
Success
Mark Zuckerberg feeds his cows macadamia nuts and beer to create the 'highest-quality beef in the world' on his $300 million estate in Hawaii
By Sasha RogelbergJuly 2, 2026
1 day ago
Current price of oil as of July 2, 2026
Personal Finance
Current price of oil as of July 2, 2026
By Joseph HostetlerJuly 2, 2026
1 day 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.