Related: Fleet & Reimbursement: Improving Efficiency in Mixed Vehicle Programs
Cardata Launches New Analytics Platform, Cardata Intelligence
Cardata unveils a new platform to simplify vehicle reimbursement with AI-driven insights, alerts, and reporting.

As fleet operations grow more complex, organizations are turning to data-driven tools to improve fuel program oversight, reduce costs, and respond to challenges in real time.
Photo: Cardata
Cardata, a provider of vehicle reimbursement solutions, has launched Cardata Intelligence, an analytics platform designed to help organizations manage and assess vehicle reimbursement programs.
Cardata Intelligence replaces spreadsheets and older tools with a reporting system that reduces manual tasks and improves time-to-insight by an estimated 70%. Users can edit custom reports, run natural language queries and set alerts based on key performance indicators and policy thresholds without relying on analysts or support staff.
“We’ve added a large language model to our database, allowing users to run natural language queries and access automated insights into their vehicle programs—how they operate, where they are effective, and how to improve them,” said Haywood Marsh, CEO of Cardata.
Instead of identifying issues at the end of the month, administrators receive alerts and AI-identified anomalies in real time, allowing them to address compliance issues, budget concerns or operational inefficiencies immediately.
Key features include:
Smart alerts for cost spikes or unusual mileage patterns
Customizable dashboards organized by region, department or driver group
Scheduled reports sent directly to HR, finance, fleet and other teams
Otto, a natural-language assistant for filtering reports using plain language
Initial users report quicker decision-making and improved oversight. HR teams automate compliance reviews, finance staff monitor regional reimbursement trends without manual data entry and administrators detect mileage outliers more efficiently.
More Operations
What Fleet Managers Really Want From Vendors
From customer service frustrations and technology breakdowns to RFQs, change management, and the growing impact of turnover across the industry, this conversation pulls back the curtain on the real operational challenges fleet managers are navigating every day.
Read More →Fleet Safety Masterclass: Industry Leaders on Storytelling, Strategy & Innovation
In this special masterclass episode, industry leaders break down what it really takes to build safer fleets in today’s increasingly distracted and data-driven world.
Read More →Integrating Legacy Fleet Systems and Historical Data
In this episode, we bring together fleet and technology leaders to unpack the realities of data integration, system migrations, and the evolving role of AI in fleet management.
Read More →From Resistance to Results: Change Management Strategies for Fleets
From new technologies and safety programs to evolving regulations, fleets are under constant pressure to adapt. But as Dr. Betz explains, success isn’t about the system you implement—it’s about whether your people actually use it.
Read More →Where We're Headed: A Practical Look at AI in Fleet
Discover how AI is actually being deployed in fleets, not just marketed, including practical use cases and emerging risks.
Read More →
How Coca-Cola United Protects Its Fleet from Growing Legal Risk
Growing legal exposure can put fleets at risk. Here's one company's approach.
Read More →
Fleet Managers Think They Understand Their Costs. The Data Says Otherwise.
Most fleet managers say they have a strong handle on their costs, but new research from Bobit Business Media tells a different story. A 2026 survey of 190 fleet professionals reveals a widespread "confidence gap" where fragmented systems, disconnected data, and delayed reporting are leaving major blind spots hidden beneath the surface. Find out what the data actually shows.
Read More →
Cameras, Safety and Insurance: From Reactive Claims to Real-Time Prevention (Part 2 of 2)
Part Two: Commercial auto remains one of the most challenging and costly lines of coverage for fleet operators and insurers alike. Continue learning more about how to effectively address these issues from Onur Aksan, Enterprise Business Development Executive, Geotab
Read More →
New Trucks, AI & Summer Downtime | AF News Recap
From new truck updates to AI-powered driver coaching and summer maintenance tips, this week's fleet headlines are all about keeping things moving.
Read More →
Beyond Utilization Rates: Smarter Fleet Replacement Decisions
Vehicle replacement decisions affect every aspect of fleet performance, from operating costs to asset availability. This guide explores how fleet leaders use integrated data, benchmarking, and lifecycle analytics to determine the right fleet size and optimize replacement timing with greater confidence.
Read More →

