Zum Introduces Zum CMX™, A System Designed to Address Root Causes of Transportation Anxiety

Every weekday, America’s school transportation system moves an estimated 26 million students — nearly nine times more passengers than all U.S. airlines combined. Yet new national research reveals a widespread but under-recognized problem affecting students across the country: what Zūm calls the Transportation Anxiety Crisis.

For many students, getting to and from school is not routine. Delays, uncertainty and disruption create anxiety around the daily commute, with impacts that extend across families, schools and the broader community.

The Transportation Anxiety Crisis

According to a survey conducted by National Opinion Research Center (NORC) at the University of Chicago, 54% of parents report that their child has expressed worry or concern about using school transportation. That anxiety can show up in the classroom and make learning harder. It ripples through families and school communities every day.

When this plays out across millions of students, the anxiety and disruption add up to an enormous amount of lost learning. Based on missed school days and late arrivals alone, that impact totals approximately 55 billion instructional minutes a year, or roughly $15 billion in wasted educational spending.

This figure understates the true cost, because of the additional cascading impacts on families, caregivers, drivers and schools.

A Daily Source of Anxiety for Students and Families

Transportation-related disruption and the anxiety it creates have become a routine part of the school experience. The NORC survey found:

• 39% of parents report their child has arrived late to school due to school transportation issues
• 18% have missed entire school days
• 27% of parents report that children feel anxious or stressed when school transportation is delayed or canceled
• Teens report difficulty focusing, missed homework and fatigue resulting from school transportation challenges

Parents also feel significant anxiety and disruption:

• 66% of parents worry when they don’t know where their child is
• 79% step in to drive their child when transportation fails
• 41% report that school-provided transportation delays or cancellations are a problem for their work or daily responsibilities

“The morning commute to school is not just logistics — it is the on-ramp to learning,” said Ritu Narayan, Founder and CEO of Zum. “A child who arrives late and anxious is not ready to learn. What this research shows is that the challenge is not only operational — it is emotional, and it is affecting millions of students every day.”

“When students miss some or all of the school day because the bus didn’t show up or was late, it doesn’t just affect that day — it compounds,” said LaTonya Franklin, Chief Academic Officer for Kansas City Public Schools. “Students can’t learn if they’re not in the building, and they can’t focus if they arrive feeling unprepared or stressed.”

A Proven Approach, Now Clearly Defined

Adopted in 17 states, Zum now operates a unified system across more than 4,500 schools states, including Omaha Public Schools, Boston Public Schools, Kansas City Public Schools, Los Angeles Unified and San Francisco Unified, delivering measurable improvements in reliability, visibility and student experience. Zum now defines this approach as Connected Mobility Experience (CMX) — a fully integrated system designed to eliminate the uncertainty, lack of visibility and disruption that drive the Transportation Anxiety Crisis.

Today, Zum also announced a $100 million strategic investment from TPG to accelerate the national deployment of CMX across school districts throughout the United States, bringing total funding raised to $430 million. 

How Zum CMX™ Addresses the Transportation Anxiety Crisis

Zum CMX addresses the root causes of transportation anxiety by replacing fragmented, disconnected workflows with a unified system that coordinates people, vehicles and operations in real time. By orchestrating routing, dispatch, workforce management, safety systems and stakeholder communications within a single operating model, Zum CMX enables transportation systems to move from uncertainty and disruption to coordinated, predictable execution.

Students, families, drivers, and transportation teams operate from the same, continuously updated system of record.  Zum CMX provides real-time, map-based ride tracking, AI-powered arrival time estimates, and rider verification for every trip. The system continuously updates routes, identifies emerging issues — such as traffic and road closures — and resolves disruptions before they cascade. It also reduces unnecessary vehicle usage, shortens ride times, and improves overall system efficiency.

Proven Impact Across Districts

Districts using Zum CMX are already seeing measurable results:

• Kansas City Public Schools: Transportation-related absences reduced from 25% to 5.6%
• Oakland Unified School District: Rides longer than one hour reduced from over 70% to under 10%
• San Francisco Unified School District: Transportation costs reduced by up to 10%
• Across Zum’s network: On average 98% on-time performance and 4.9/5 parent ratings out of 1.7 million ratings 

“Before Zum, we had no real-time visibility,” said Kim Raney, Transportation Director for Oakland Unified School District. “Parents would call asking where the bus was, and by the time we got an answer, the child was already home. Now everyone sees the same information and the anxiety just disappears.”