Montgomery County recorded more than 375,000 tickets and $92 million in issued fines, yet a county audit found no evidence of reduced collisions, improved public safety, or fewer violations. That gap, between enforcement volume and demonstrated child protection, sits at the center of a rapidly expanding national conversation about AI-assisted school bus camera programs. A Type Investigations report found that Montgomery County’s own audit uncovered no evidence of fewer collisions, improved public safety, or a reduction in total violations.
How the Systems Work
Cameras flag suspected illegal passings; law enforcement or a trained reviewer examines the footage before a citation is issued.
BusPatrol, which the Type Investigations report identifies as a leading operator in this space, has equipped approximately 35,000 buses across 24 states, though the company’s own more recent materials cite a higher figure. Footage is packaged with location, time, and related data, then reviewed by law enforcement or a trained reviewer before a citation goes out. Verra Mobility operates a comparable program in Osceola County, Florida, and AngelTrax is working with Teton Stage Lines in southeast Idaho, where the organizations are seeking legislative approval for statewide expansion.
Where the Money Goes
Under many BusPatrol contracts, according to Type Investigations, the company receives 60% of citation revenue while the municipality keeps 40%.
Technology fees can reduce the public share further. In Montgomery County, fiscal years 2019 through 2024 directed approximately $40 million to BusPatrol and $18.5 million to the county, according to the Type Investigations report. BusPatrol says the revenue structure covers installation and operating costs, and that the company absorbs shortfalls when citation revenue falls short of camera expenses.
The Enforcement Plateau
Montgomery County recorded 36 citations per active camera in fiscal year 2020 and 34 in fiscal year 2025, a pattern that offers limited support for vendor deterrence arguments.
That two-citation difference over five years suggests enforcement output remained largely stable across the program’s operation. The county’s own report notes that pandemic-era school closures affected earlier figures, a factor that makes direct year-to-year comparisons less straightforward than the flat trend implies.
What Vendors Claim
Both Verra Mobility and AngelTrax report that 98% of cited drivers do not commit another recorded violation; neither figure has been independently substantiated in the cited reports.
Verra says citations fall roughly 70% during a school year in its programs. AngelTrax reports year-over-year declines of up to 33% in some jurisdictions. Those statistics track whether a cited driver receives a second recorded violation. That is a different question from whether bus stops became safer for children.
Due Process Gaps
Polk County, Florida, suspended its school bus camera program after drivers argued they lacked a legally required way to appeal $225 tickets.
That case illustrates what automated enforcement can get wrong when dispute procedures are unclear or inaccessible. By contrast, Osceola County approved a Verra Mobility program that requires law enforcement review before any citation is issued, with revenue split evenly between the school district and the vendor.
The Missing Measurements
Collision rates, injury data, and violation frequency per bus movement are the figures a credible safety evaluation would require.
The vendor statistics cited in available reporting emphasize repeat-offense rates and citation-volume trends, not those outcomes. An independent, before-and-after evaluation examining collision frequency, injury records, and violation rates per bus movement would give policymakers the evidence they need. Until that evidence exists, citation totals are a measure of enforcement activity and, by themselves, do not demonstrate improved child safety.
