First Student uses its 'HALO' connected transportation platform across North America to give drivers and transportation teams earlier warnings about school bus risks. The system aggregates live vehicle data, safety records, and operating metrics into a single view, so teams serving students can spot trouble sooner and coach drivers more precisely.
HALO runs on more than 48,000 vehicles in First Student's fleet and links those risk signals to maintenance and coaching work. In a four-week pilot, forward-collision risk fell 63%. Across six locations, rolling stops dropped 54%, showing how the platform turns data review into day-to-day driving changes.
HALO's use in the U.S. and Canada turns connected safety into an operating layer instead of a standalone report. Integrating live risk detection into coaching and maintenance gives large student transportation fleets a clearer way to manage driver support at scale.
Image Credit: First Student
What Makes This Trend Stand Out
- Connected Fleet Safety
- Live vehicle telemetry and risk signals are creating new platforms that turn transportation safety from periodic reporting into continuous operational intelligence.
- Predictive Driver Coaching
- Data-led coaching systems are reshaping workforce development by identifying risky driving behaviors early and linking feedback to measurable safety improvements.
- Integrated Risk Operations
- Unified dashboards that combine maintenance, safety, and performance data are opening space for scalable prevention models across complex mobility networks.
Sectors Adopting This
- Student Transportation
- School bus operators are gaining opportunities to differentiate through connected safety infrastructure that improves reliability, accountability, and student protection.
- Fleet Management
- Commercial fleet providers can use real-time analytics ecosystems to expand beyond asset tracking into proactive safety, coaching, and maintenance services.
- Transportation Technology
- Mobility software companies are positioned to build interoperable platforms that merge telematics, compliance records, and operational workflows for large-scale fleets.
