GF Blue logo
MenuMENU
SearchSEARCH

CST Fleet Services Announces “What if……?” Modeling for Fleet Management

WEAVERVILLE, NC - CST Fleet Services of North Carolina announced a unique service package for fleet management called "What if......?" Modeling, a unique way of forecasting scenarios that may lead to cost savings.

by Staff
August 11, 2011
3 min to read


WEAVERVILLE, NC - CST Fleet Services of North Carolina announced a unique service package for fleet management called "What if......?" Modeling. It represents the culmination of 35 years of cost savings initiatives and programs for the fleet community.

"What if......?" Modeling is a unique way of forecasting scenarios that fleet managers themselves envision--scenarios which may lead to cost savings. It is "suppositional" forecasting.

Ad Loading...

Jon White, co-founder of CST put it like this: "The concept is actually quite simple. We, as an industry, have all this fleet historical data, which tells us about the past. We have reports and metrics, and graphs and trends.......on and on. All of this tells us about history.....what has happened. The real question is: What does it tell us about the future? What hidden messages can be inferred about changes in the fleet operation which might save the fleet manager precious money? "What if......?" Modeling answers these types of questions". For example:

  • What if I consolidate these shops, expand shifts, and move these mechanics? What impact will it have on my costs and downtime?

  • What if I break down the silos of my organization and infrastructure and combine all my fleets together? What will it look like? Can I save money on the bottom line?

  • What if I contract all my body shop work and move these mechanics to repair lanes?

  • What if I do a full service lease on half of my light-duty non-emergency vehicles? What impact will that have on my budget over the next five years?

  • What if I move close 25 percent of my fuel sites and use commercially available "point of sale" cards? Where will my fuel budget be next year?

  • What if I converted 50 percent of my refuse vehicles to CNG? What impact would that have on my carbon footprint? What would be the impact on the fuel budget?

In essence, the "What if......?" Modeling by CST Fleet Services takes fleet data and makes a very specific forecast to very specific "What if......?" questions.

In this vein of work, CST takes specific or hypothetical scenarios and suppositions made by fleet managers and forecasts the financial impact on the fleet operations and budgets. It is the result of a career built upon cost-savings programs and forecasting.

CST has conducted fleet consolidation studies and modeling for fleets in Detroit, Chicago, Houston, New York, Tulsa, Richmond, as well as many private fleets.

Ad Loading...

"We have built a wide array of models and forecasting algorithms," White said. "We are simply putting all of this together and offering the fleet community a service package. The industry is finally ready for this. It's a new way to be of service to the fleet community. We are taking traditional approaches on cost savings to the next chapter in its evolution."

For more information, visit www.cstfleetservices.com.

More Operations

A graphic of a fire department logo.
Operationsby News/Media ReleaseMay 28, 2026

Minneapolis Fire Department Prepares to Add Three New Pierce Enforcer Pumpers to Front-Line Fleet

The order, secured through Pierce dealer MacQueen, marks the department’s move from commercial chassis pumpers to Pierce custom fire apparatus designed to meet the operational demands of Minnesota’s largest city.

Read More →
Larry Campbell at GFX 2025
Operationsby Jeanny RoaMay 28, 2026

The Human Side of Fleet Leadership: Lessons from Larry Campbell

As public fleets navigate rapid change through AI, telematics, and increasing operational pressures, Larry Campbell believes the fundamentals of leadership matter more than ever. The longtime fleet leader reflects on accountability, integrity, and why earning trust remains the foundation of a successful fleet operation.

Read More →
Promotional graphic for a fleet management whitepaper titled “From Data Overload to Decisive Action: 5 Steps to Drive Smarter Fleet Decisions.” The design features a row of white commercial fleet vans, blue and lime-green branding, and supporting text about using telematics data to improve fleet performance, driver behavior, safety, and operational decision-making. A highlighted quote reads, “The challenge is no longer collecting data. The challenge is using it effectively.” The Utilimarc logo appears at the bottom alongside the website URL.
SponsoredMay 28, 2026

Turn Fleet Data Into Smarter Decisions

Fleet leaders have access to more operational data than ever, but disconnected systems and unclear metrics often slow decision-making instead of improving it. This article outlines five practical steps fleets can take to transform fragmented data into actionable insights that improve planning, safety, utilization, and long-term performance.

Read More →
Ad Loading...
a graphic of a tablet with city vehicles.
Operationsby News/Media ReleaseMay 26, 2026

RoadFlex Brings Fleet Spend Management to the Field with Mobile App for Drivers, Fleet Managers

Through the RoadFlex mobile app, drivers can access their assigned cards, view recent transaction activity, and upload receipts directly from their mobile devices.

Read More →
MD patrol boat on water
Policeby Staff WriterMay 20, 2026

Maryland Natural Resources Police Adds 31-Foot Patrol Boat to Enforcement Fleet

A new addition to Maryland’s marine enforcement fleet is bringing expanded capabilities to Chesapeake Bay operations while honoring a legacy within the agency. The high-performance patrol vessel reflects how law enforcement fleets are adapting to growing demands on the water.

Read More →
a john deere 904x unit.
OperationsMay 20, 2026

John Deere Expands X-Tier Lineup with New 844 and 904 X-Tier Wheel Loaders

The new X-Tier machines bring together advanced electrified drivetrain technology, intelligent machine controls, and optional operator awareness features.

Read More →
Ad Loading...
A blueprint with tool graphics and text about technicians.
Operationsby Nichole OsinskiMay 14, 2026

The Technician Pipeline: Finding, Keeping, and Promoting Techs Within the Operation.

At look at where to find good talent, what fleets are doing to incentivize those techs to stay within the fleet, and what promotion looks like for a technician within the public sector.

Read More →
Samsara logo graphic promoting the company’s new AI-powered Public Sector Suite for infrastructure, waste management, and student transportation operations.
Operationsby News/Media ReleaseMay 13, 2026

Public Sector Leaders Partner with Samsara to Advance Real-World AI Innovation

Samsara introduced three AI-powered public sector solutions focused on road condition monitoring, waste service verification, and student ridership management for government agencies and school districts.

Read More →
Cover of a whitepaper titled “The Hidden Costs of Departmentally Assigned Vehicles on Your Fleet” featuring a black fleet vehicle driving on a road at sunset. Subheadline reads: “Discover how your fleet can reduce costs and minimize risk by implementing vehicle sharing.” The document focuses on fleet optimization, vehicle sharing, cost reduction, utilization tracking, and risk management for fleet operations.
SponsoredMay 13, 2026

The Fleet Efficiency Gap: Where Budgets, Utilization & Risk Collide

Departmentally assigned vehicles often create hidden costs through underutilization, poor visibility, and increased administrative burden. This whitepaper explores how shared motor pool strategies help fleets reduce costs, improve accountability, and optimize vehicle utilization.

Read More →
Ad Loading...
Cover image for the “5th Annual Market Pulse Report” by Element titled “Navigating fleet management in 2026: Data and insights shaping the future of fleet and mobility.” The design features an aerial view of a cable-stayed bridge with vehicles traveling on a highway beside a dense green forest. A teal graphic panel overlays the lower portion of the image, with the Element logo and tagline “Intelligence in motion” at the bottom.
SponsoredMay 6, 2026

Fleet Costs Are Rising: Here’s How Leaders Are Responding

Fleet leaders are under pressure to reduce costs, adapt to economic uncertainty, and make smarter decisions. See how peers across North America are responding with real data, proven strategies, and forward-looking insights. Download the 2026 Market Pulse Report to benchmark your strategy and uncover where you can gain an edge.

Read More →