Meet Zoe: The Conversational AI Assistant Built Into a Unified System

Unlike standalone AI tools layered onto existing products, Zoe is built into Zum CMX, giving it access to the entire student mobility operation through one connected system.

Artificial intelligence is transforming industries, but  its capabilities and applications vary significantly. Its value depends on the data behind it, how well that data is connected and the safeguards in place to protect it.

That's what makes Zoe, Zum's new conversational AI assistant, fundamentally different.

Zoe is not an AI feature layered onto an existing product. It's built directly into Zum CMX, a unified system connecting student mobility end-to-end. This enables Zoe to provide a complete, real-time view of the entire operation, enabling deeper insights, faster decisions and actionable recommendations while protecting sensitive student information.

Conversational AI Across One Connected System

For decades, student transportation has relied on manual or disconnected legacy point systems for routing, dispatch, driver assignments, vehicle tracking, payroll and student information. Even when AI is added to these individual products, its insights are limited by the data available within each system.

Zum CMX changes that.

Zum CMX connects the entire student mobility operation in one system. Zoe is integrated into this system from the ground up and is designed to seamlessly analyze relationships across routes, driver assignments, telematics, ridership and payroll.

For example, when a bus is late, Zoe can look beyond the delay itself to determine whether the issue stems from route design, driver coverage, unscheduled stops or recurring operational patterns. Instead of piecing together reports from different systems, transportation teams can receive a clear answer and recommend next steps in seconds.

This is the power of AI built within an integrated system, not bolted onto a product.

And because Zoe operates on a shared AI foundation across Zum CMX, every new capability

builds on the same connected data, making the entire platform more intelligent over time.

Built on a shared AI foundation across Zum CMX, Zoe connects data from routing, dispatch, driver activity and payroll to deliver insights across the entire operation. For example, identifying a recurring route delay can help teams adjust schedules, understand additional paid hours and provide more accurate arrival information to schools and families. As new capabilities are introduced, Zoe builds on this connected data to deliver increasingly relevant insights for operators, drivers, districts and parents.

Protecting Student Data and Privacy

With access to comprehensive operational data comes an equally important responsibility: protecting student information.

Zoe was designed with privacy, security and human oversight at its core.

• Student Data Protection: District and student information is encrypted and is not used to train third-party large language models.
• Role-Based Access: Zoe is designed to follow Zum CMX's existing permissions, ensuring users can access only information they are authorized to see.
• Trusted Insights: Answers and recommendations are grounded in each district's own operational data, offering information users can review to maximize efficiency.
• Human Oversight: Zoe provides insights and recommendations, while transportation professionals remain responsible for decisions and actions.

Because these protections are built into the same unified platform, they extend across Zoe's capabilities rather than being managed separately across disconnected tools.

Transforming the Most Important Commute in America

The real promise of AI isn't just answering questions faster. It's enabling school districts to make better decisions, anticipate challenges and deliver more reliable service for students and families.

“Managing hundreds of routes means constantly adapting to changing schedules, driver assignments and daily operational challenges,” said Greg Massa, Transportation Systems Specialist, Virginia Beach City Public Schools. “With Zoe, we can quickly see what's changed on a route, understand how those changes impact performance and identify adjustments to improve reliability. Instead of spending hours digging through reports and piecing together information, we're getting the insights we need in real time to make smarter decisions, optimize operations and keep students moving safely and on time.”

As Zoe evolves, new capabilities will build on the same unified system, connected data and commitment to data privacy, enabling increasingly predictive and proactive operations.

The future of student mobility is AI built into an intelligent, integrated system that connects the entire journey, helping more students arrive at school safely, on time and ready to learn.