Up Next: Moving Government Fleets Beyond the Vehicle Purchase: EV as a Service
Turning a Bottleneck Into a Blueprint: How Tallahassee Rethought Police Fleet Readiness
For Tallahassee, finally receiving 87 delayed police cruisers created a new problem: how to get them on the road without creating a massive backlog. The solution would change more than the upfit process.

Government Fleet
- Tallahassee faced a challenge when they received 87 delayed police cruisers and needed a strategy to integrate them into service efficiently.
- The city's approach to this logistical problem led to a transformation in their vehicle upfit process.
- The new strategy not only addressed the immediate backlog but also served as a model for future fleet management improvements.
*Summarized by AI
For the City of Tallahassee, a supply-chain problem became an operational challenge almost overnight.
“The problem was a supply-chain problem that quickly became an operational problem,” Shepard said. “Our hybrid police interceptor orders had been delayed, and we suddenly received three years of orders — 87 cruisers — in one year.”
After three years of supply chain delays, three years’ worth of hybrid police interceptor orders arrived in one year. Jeffery Shepard, director of Fleet Management for the City of Tallahassee, suddenly found himself with the 87 new cruisers he had been waiting for, and none of them were service-ready.
With each vehicle still needing upfitting before being assigned to an officer, their traditional approach to that process was not going to cut it. With that in mind, Tallahassee would shift focus and revamp the entire process.
Breaking the Bottleneck
Traditionally, preparing a vehicle for service was a “one-at-a-time” endeavor that, in this case, would have created a significant backlog.
They shifted their approach: instead of relying on a single vendor to take each cruiser through the process sequentially, they used four vendors and staged different portions of the upfit to occur simultaneously.
This did, however, introduce a new challenge: keeping the process moving in the right order.
“The biggest challenge wasn't necessarily the number of vehicles — it was coordinating everything around them,” Shepard said. “You have 87 vehicles arriving, multiple vendors, equipment deliveries, staging space, technicians, and installation schedules. If one part of that process gets out of sequence, everything behind it can stop.”
The team coordinated a production process that included establishing staging areas, scheduling vendors to work around one another, managing equipment deliveries, and delegating appropriate tasks to their technicians to maximize efficiency.
The result was a workflow that increased upfit capacity and productivity, leading to vehicles being serviceable faster and officers getting on patrol sooner.
Building Reserves
With the upfit challenge conquered, the next hurdle was vehicle availability.
“A police cruiser isn't just another municipal vehicle. It is a critical public-safety asset,” Shepard said. “With about 20 new officers being added each year, we couldn't afford to have new officers without vehicles.”
The Tallahassee Police Department adds about 20 officers a year, and they needed a way to maintain capacity. Rather than getting stuck waiting on incoming shipments, Shepard’s team looked at what was already available to them.
They refurbished retired cruisers, returned them to service, and created a reserve fleet to provide additional capacity while they waited for the purchased vehicles to arrive.
For Shepard, building that flexibility into the operation demonstrated how refurbishment and reserve vehicles could help bridge the gap when vehicle supply and the Police Department's operational needs did not line up.
New vehicles remain an important part of the replacement strategy, but they are no longer the city's only option for maintaining a sufficient number of cruisers.
Beyond 87
While the upfitting update delivered the result Tallahassee needed, Shepard knew that completing that project was only one measure.
Beyond the immediate backlog, Tallahassee considers vehicle availability, downtime, turnaround time, cost, technician productivity, and the speed at which vehicles can be returned to service. Those measures keep the focus on what an operational change accomplishes rather than whether it simply introduces a new process or technology.
“For us, the first measure was simple: Could we get those 87 police cruisers into service? We did that within the same year,” Shepard said. “Ultimately, I measure innovation by whether it improves the Police Department's ability to do its job.”
This experience has also changed how Shepard's team evaluates future improvements. Instead of beginning with a particular technology or product, the team first looks at the operational problem it needs to solve.
That means assessing what is slowing the operation down, what work can be handled internally, where vendors can provide greater value, and which steps can occur simultaneously rather than sequentially.
For Shepard, innovation doesn't have to mean purchasing another piece of equipment or adopting the latest technology. It can be as simple as reorganizing the resources already available to achieve better results.
“Sometimes innovation is taking the resources, people, and partnerships you already have and putting them together in a better way,” Shepard said.
Building Fleet Resilience
For Shepard, Tallahassee’s experience points to a broader challenge facing police fleets: maintaining readiness when vehicle supply and operational demand do not keep pace.
Facing an unprecedented influx of vehicles ultimately forced Shepard to reconsider processes that had worked under more predictable conditions. Rather than waiting for those conditions to return, the team adapted its operation to the reality in front of it, and the department is better for it.
Quick Answers
Tallahassee had to find a way to integrate 87 delayed police cruisers into their fleet without causing a massive backlog in the process.
*Summarized by AI
More Operations

NCDOT Adds Dash Cam Imagery to Statewide Traffic Monitoring
North Carolina transportation officials are adding another set of eyes to roads that aren't covered by fixed traffic cameras. A statewide deployment gives NCDOT access to on-vehicle imagery to verify conditions during work zones, severe weather, emergencies, and other traffic events.
Read More →
AI, Police Fleet Readiness and Fire Apparatus News
See how AI, a reworked police-vehicle upfitting process, and a fire apparatus acquisition could affect public fleet operations.
Read More →
Stay ready, set and safer with verified fleet inspections.
When fleet inspections aren’t verifiable, missed defects can quickly become downtime, safety risks, and service delays. This white paper shows government and municipal fleet leaders how digital inspections can improve accountability, catch issues earlier, and keep vehicles ready when they’re needed most.
Read More →
How AI and Automation Work Together to Reduce Government Fleet Downtime
As their assets age and their budgets’ purchasing power shrinks, government fleet managers are facing growing pressure to do more with less.
Read More →
Police Fleet Innovation, EV Strategy and AI
See how public fleets are rethinking police vehicle readiness, electrification, workplace culture, and driver workflows.
Read More →
From What He Inherited to What He’ll Leave Behind: David Renschler’s Lessons in Leadership
David Renschler walked into Fairfield with plenty to learn and no idea what awaited him. Twenty years later, the lessons from what came next are still shaping his approach to fleet.
Read More →
Have Fleets Changed Enough to Solve the Technician Shortage?
Are government fleets finally closing the gap on the technician shortage, or are critical challenges still holding them back?
Read More →
How Public Fleets Are Rethinking Vehicles, EVs, and Culture
From mission-specific vehicles to EV planning and culture change, this week’s stories show how public fleets are rethinking the way they operate.
Read More →
How Salem, Oregon, Turned Culture Change Into a No. 1 Fleet Ranking
Fleet availability reached 98.95% after Salem empowered employees and used performance data to guide years of steady improvement.
Read More →
EV Shifts, Salem’s Rise and GFX 2027
From hybrids and extended-range electric vehicles, to the changes that helped Salem, Oregon, become the No. 1 Leading Fleet.
Read More →

