Dark gradient background featuring a curved blue design element.

Meet Zoe: the conversational AI  assistant built into Zum CMX

Ask about late buses, on-time performance, payroll, or route coverage, and get a trusted answer backed by your own data.

Get started →
Zoe for Zum CMX

Get the answer you need in real time

Gain deep insights quickly and easily

Ask in plain language and get a synthesized answer, instead of digging through reports and spreadsheets.

Uncover inefficiencies and optimizations

Zoe spots patterns like repeated extra stops or recurring cover-driver use that are easy to miss by hand.

Get effective, actionable recommendations

Every answer comes with a suggested next step and the evidence behind it, so your team knows what to do and why.

Responsible AI

Use AI that respects your permissions, your data, and your judgment

Zoe runs on the same trust, permissions, and protections districts already rely on from Zum. Responsible AI isn’t a layer we added. It’s how we build.
A hand taps a Zum student ID card on a bus-mounted tablet to confirm student pickup, with the Zum driver app showing a passenger checklist.
Student data stays with Zum

Student information stays in Zum’s secure cloud, encrypted in transit and at rest. It is not used to train AI models, and Zum does not sell student data or share it for any purpose beyond operating your service.

Grounded in your data

Zoe answers from your district’s data in Zum CMX, not the open internet. Every recommendation shows the evidence behind it, such as repeated extra stops or recurring cover-driver patterns, so you can verify before you act.

Built on your existing permissions

Zoe uses the same role-based access that already protects student information across Zum. District staff, school staff, parents, and drivers each see only what their role allows.

People stay in charge

Zoe investigates and recommends. It doesn't change routes, reassign drivers, or contact families on its own. Your team reviews the answer and makes the call.

Transportation Directors, Dispatchers, and Yard Managers

Know what's happening, why, and what do about it

Zoe reads every route, run, and timesheet so you don’t have to. Ask what’s late, why, and whether it’s a pattern, and act on the answer while the morning is still underway.
Students Students disembarking from Zum bus at school
On-time performance at a glance

See overall OTP by daily shift and which routes are driving the misses, without pulling a single report.

Ride and route forensics

Open any ride and ask whether the driver stopped at every stop, or open a route and ask what changed since last week.

Payroll anomaly detection

Spot unusual paid-hour patterns, trace them to unscheduled stops or dwell time, and surface specific shifts for review.

School Administrators

Get answers you can trust and share with families and staff

Is the bus late? Why? When will students arrive? What’s being done? Ask Zoe and get an answer you can share in seconds, right from your dashboard.
A hand taps a Zum student ID card on a bus-mounted tablet to confirm student pickup, with the Zum driver app showing a passenger checklist.
Answers for families

When a parent calls the front office, ask Zoe and give them the answer while they’re still on the line.

Status for your school’s routes

See every route serving your campus in one place, without switching screens or waiting on a call back.

Product guidance on demand

New to Zum CMX? Ask Zoe how to do something and she walks you through it step by step.

Testimonials
A girl with long hair smiles as she steps off a yellow school bus, with a driver in the background.

I have closely worked with the Zum team over the last 7 years, and have observed first-hand the benefit of applying their technology to solve our complex day-to-day operations needs.

Kim Raney
Executive Director of Transportation, Procurement, & Warehouse - Business Operations
Oakland Unified School District

With Zūm CMX, we save about $3.5 million on a yearly basis, just by reducing the number of routes. We reduced routes by 10% immediately, right when we implemented it. All of our key metrics and KPIs improved right away.

Tomas Beccar-Varela
Executive Director
San Francisco Unified School District

Zūm CMX gives us so much visibility and insight into what's happening in our school transportation. We can see ahead of time that a bus is running late, track that route, and proactively adjust it to make sure it arrives on time. Parents are able to track their bus and get real time ETAs, so they know exactly where their child's bus is at. The software and the technology are great, but the real value is the peace of mind and communication that they provide.

Paul Rosencrans
Transportation Director
Fresno Unified School District

Zūm just brought the overall student mobility operation and the experience to a whole new level. Zūm really focuses on the entire experience not just for the students, but for the school districts as a whole. They completely full-circled the operation by improving communication with families and with us. They also offered us a full EV system that really put the cherry on top of the entire operation. It was a no-brainer to choose Zūm.

Kim Raney
Executive Director of Transportation, Procurement, & Warehouse - Business Operations
Oakland Unified School District

Zūm's proven track record, along with its enhanced communication and equity-focused decision making, has greatly benefited our students, families, and drivers in Kansas City. We appreciate their commitment to safety, efficiency, transparency, and student-centered approach, and have been excited to partner with them.

Dr. Jennifer Collier
Superintendent
Kansas City Public Schools
Built on Zum CMX

Get answers from the data that actually runs your district

Zoe is built on a system that connects routes, drivers, and student data and can answer questions no single dashboard can.
Rows of yellow school buses parked in a lot, showcasing a fleet ready for transportation.

CMX Operations

Create a calm, safe, dependable student mobility experience with a system that handles real-world operations across people, fleet, yards, and electrification.
Map interface showcasing route optimization, progress, and driver details for school transportation.

CMX Platform

An AI-driven, unified cloud platform keeps everyone operating from the same reality.
A person sitting on a couch uses the Zum. app on a smartphone, displaying transportation data.

CMX Apps & Dashboards

Students, parents and drivers stay informed through Zum’s app. Operators, districts and schools follow along via their apps and dashboard. Everyone is along for the ride with an experience tailored to their needs. 
FAQs

Frequently asked questions

Find a selection of answers for our most common questions about Zoe, the conversational AI assistant built for Zum CMX. If you can’t find the answer you need, contact us directly to assist.
See all FAQs

Zoe is a conversational AI assistant built into Zum CMX. Ask a question in plain language about routes, rides, or payroll and get the answer, the likely cause, and a suggested next step, with the data behind it.

Not today. Zoe investigates, analyzes, and recommends. Your team makes the decisions and takes the actions. We're building toward assisted actions with approvals and the same privacy protections.

No. Student information stays within Zum's secure cloud environment, encrypted in transit and at rest. It is never provided to AI model companies for training. Zum does not sell or share student data.

No. Zoe is built on Zum’s existing permissions and access system and operates within your user account’s permissions. Rather than changing who can access student data, Zoe only makes it easier for authorized users to reach what they already have access to.

No. Zoe gives you fast answers and insight whenever you need them, and Zum’s live support team is still here. If a question needs a person, or you have a safety concern, you can reach a Zum expert the same way you do today.

Zoe is available in Zum CMX today. Click the Zum Assistant button in the bottom right of the screen, or use the Analyze button on any page. Start with ‘What can you do?’ and use ‘New chat’ to clear the thread and start over.

Contact

Ready to transform the daily journey to and from school?

Discover how Zum CMX brings together the technology, operations, and people your district needs to deliver a predictable, safe, and delightful mobility experience every day.

​
Get started
Three smiling students with backpacks stepping off a yellow Zum Services, Inc. school bus.
Woman in a Zum. shirt charging an electric school bus outdoors.