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

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

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
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
  • Leadership
  • Success
  • Tech
  • Asia
  • Europe
  • Environment
  • Fortune Crypto
  • Health
  • Retail
  • Lifestyle
  • Politics
  • Newsletters
  • Magazine
  • Features
  • Commentary
  • Mpw
  • CEO Initiative
  • Conferences
  • Personal Finance
  • 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
About Us
  • 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

© 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.


Most Popular

placeholder alt text
Economy
Trump may have shot himself in the foot at the Fed, as Powell could stay on while Miran resigns from White House post
By Eleanor PringleFebruary 4, 2026
1 day ago
placeholder alt text
Investing
Tech stocks go into free fall as it dawns on traders that AI has the ability to cut revenues across the board
By Jim EdwardsFebruary 4, 2026
1 day ago
placeholder alt text
Politics
Peter Thiel warns the Antichrist and apocalypse are linked to the ‘end of modernity’ currently happening—and cites Greta Thunberg as a driving example
By Nick LichtenbergFebruary 4, 2026
21 hours ago
placeholder alt text
Success
After decades in the music industry, Pharrell Williams admits he never stops working: ‘If you do what you love everyday, you’ll get paid for free'
By Emma BurleighFebruary 3, 2026
2 days ago
placeholder alt text
Success
In 2026, many employers are ditching merit-based pay bumps in favor of ‘peanut butter raises’
By Emma BurleighFebruary 2, 2026
3 days ago
placeholder alt text
Commentary
I've studied nonviolent resistance in war zones for 20 years and Minnesota reminds me of Colombia, the Philippines and Syria
By Oliver Kaplan and The ConversationFebruary 3, 2026
2 days ago

Latest in

Vice President JD Vance looking at a crowd during a speech.
North AmericaU.S. economy
Metals are the new oil, JD Vance pitches to America: ‘There’s no realer thing than critical minerals’
By Tristan BoveFebruary 5, 2026
16 minutes ago
Palmer Luckey,
SuccessCareers
Forget a degree—$30 billion defense startup Anduril will fast-track your job application if you can win its AI drone flying contest
By Preston ForeFebruary 5, 2026
32 minutes ago
desantis
CommentaryLeadership
Understanding corporate leaders’ muted Minnesota response: the example of Disney, Florida and conservative retaliation
By Alessandro Piazza and The ConversationFebruary 5, 2026
32 minutes ago
Nestlé CEO Philipp Navratil
Successchief executive officer (CEO)
Nestlé’s CEO drinks 8 coffees a day, but says Gen Z staffers keep him sharp: ‘When you stop learning, then it is the moment to move on to another job’
By Emma BurleighFebruary 5, 2026
39 minutes ago
Pam Bondi speaks at a podium.
LawCrime
Cartels turn to crypto in game of finance whack-a-mole with DOJ
By Alanna Durkin Richer and The Associated PressFebruary 5, 2026
41 minutes ago
Altman throws a peace sign as he drives a golf cart.
C-SuiteSam Altman
OpenAI’s Sam Altman says his highly disciplined daily routine has ‘fallen to crap’—and now unwinds on weekends at a farm with no cell phone service
By Jacqueline MunisFebruary 5, 2026
1 hour ago