Zum introduces Zoe AI assistant for student transportation teams
Zum has introduced Zoe, a conversational AI assistant built into its Zum CMX platform for transportation teams, operators and administrators. The company says Zoe uses each district’s real-time operational data to provide answers, identify problems and recommend next steps.
- Zoe is built into Zum CMX for transportation teams, operators and administrators.
- It uses district operational data to provide insights and recommended actions.
- The assistant addresses on-time performance, route coverage and avoidable pay costs.
- Zum says more than 7,500 schools across 19 states rely on Zum CMX.
AI built into the mobility platform
Zoe is designed to work across the unified Zum CMX system, which connects different parts of student mobility in one platform. Zum says this gives the assistant access to a single source of real-time data rather than requiring teams to add a separate AI tool to fragmented systems.
The assistant is intended to help teams make decisions when information is spread across screens or when routes and schedules need closer analysis. It can work with routes, runs and timesheets, while giving users answers and step-by-step guidance tailored to their needs and the latest Zum CMX capabilities.
“AI is only as powerful as the system and data behind it,” said Ritu Narayan, Founder and CEO of Zum. She said the company built Zum CMX to provide the operating system for this approach, with Zoe turning real-time data into “actionable intelligence.”
Tracking reliability, coverage and costs
Zum says Zoe can assess overall on-time performance and distinguish isolated incidents from recurring patterns. Transportation leaders can review trends and receive recommendations related to repeated route and timing issues.
The assistant can also identify routes that regularly need cover drivers or are frequently split. It can compare a current route or run with an earlier version and summarize the changes.
For cost control, Zoe can identify unusual paid-hour patterns and examine repeated extra stops or unexplained dwell time using historical telematics. The company says this can surface specific instances for review and support operational efficiency.
Zum says Zoe’s data is covered by its existing privacy and security commitments. The company also says the assistant was designed with privacy, security and human oversight at its core.
Why Zum says faster decisions matter
Zum’s announcement points to the pressure facing student transportation operations. It says more than 1 in 5 students were chronically absent in the 2024-25 school year, while 7 in 10 surveyed school districts faced driver shortages. The company argues that these conditions increase the need for faster decisions based on better operational visibility.
Tomas Beccar Varela, Interim Executive Director of Transportation at San Francisco Unified School District, said the value of real-time visibility comes from quickly understanding the data and acting on it. “We see promise in tools like Zoe that can make complex transportation data easier to access, interpret, and analyze,” he said.
More than 7,500 schools across 19 states have relied on Zum CMX, according to Zum. The company says Zoe will eventually help districts anticipate issues, understand their impact and act before service is disrupted as additional capabilities are introduced.
PR Newswire: Zum Introduces Zoe, A Conversational AI Assistant Built for Student Mobility
