Gradient risk map of downtown Orlando around the I-4 and SR 408 interchange. Every road is shaded from purple (lower risk) to yellow (highest risk).
Gradient risk map, 2024–2026 · downtown Orlando

Gradient · Coming soon

Forecasting crash risk on Florida's roads

Gradient V1 predicts risk on every public road in Florida. Now forecasting 2026–2028.

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Basemap © OpenStreetMap contributors.

The problem

Screening waits for crashes to pile up.

  • 90.2% of Florida's road miles get no statewide site screening.
  • 39.5% of fatal and serious-injury crashes happen on those roads.
  • 1 in 7 crashes happen where none happened in the past four years.

Crash history can't see these places until someone is hurt.

Sources: FDOT Certification of Public Road Mileage, as of Dec. 31, 2025 (State Highway System: 12,287.0 of 125,157.6 public road miles); FDOT STRIDES 2 Zero 2026 Network Screening Report, p. 3; Florida HSIP 2024 Annual Report (FHWA), p. 22. 39.5%: LABBRA analysis of Signal Four Analytics fatal and serious-injury crashes off the State Highway System, 2023–2025. 1 in 7: 2023–2025 crashes in LABBRA's test areas statewide.

How it works

A three-year risk forecast for every road.

Gradient is derived from traffic, crashes, and the road network. Street detail for cities, segments for the state.

  • Gradient risk map of Orlando at corridor scale, with I-4 and the arterials standing out in brighter color
    Corridors I-4, Orlando
  • Gradient risk map of downtown Orlando at street scale, with the brightest squares on the riskiest intersections
    Streets Downtown Orlando
  • Gradient risk map of a rural area, with a highway corridor and its intersections highlighted
    Rural roads Alachua/Levy area

Lower riskHigher risk

Gradient V1 risk maps, 2024–2026, made from 2020–2023 data. Basemap © OpenStreetMap contributors.

Statewide

Every public road in Florida.

Interstates, highways, county roads, and local streets. Same model, every city.

  • Gradient risk map of Tallahassee, every street shaded by risk
    Tallahassee
  • Gradient risk map of Gainesville, every street shaded by risk
    Gainesville
  • Gradient risk map of Jacksonville, every street shaded by risk
    Jacksonville
  • Gradient risk map of Tampa, every street shaded by risk
    Tampa
  • Gradient risk map of Orlando, every street shaded by risk
    Orlando
  • Gradient risk map of Fort Lauderdale, every street shaded by risk
    Fort Lauderdale
  • Gradient risk map of Key West, every street shaded by risk
    Key West
  • Gradient risk map of Miami, every street shaded by risk
    Miami

Gradient V1 risk maps, 2024–2026, made from 2020–2023 data. Roads: U.S. Census Bureau TIGER/Line. Basemap © OpenStreetMap contributors.

Where we are

Working today, building next.

Today

  • Risk maps for every public road in Florida
  • Tested on held-out areas statewide, 2023–2025
  • Forecasting 2026–2028 now
  • Built on FDOT crash data (Signal Four Analytics)

Next: the Gradient dashboard

The riskiest sites for the next three years, and a first draft of your grant application.

Gradient risk map of Key West and Stock Island, every street shaded purple to yellow by risk

Riskiest sites, next 3 years

  1. [Intersection 1]Very high
  2. [Intersection 2]High
  3. [Segment 3]High

Draft grant application

Dashboard mockup. Map: Gradient V1 risk map, 2024–2026, Key West. Site list is a placeholder, not predicted risk. Basemap © OpenStreetMap contributors.

Gradient is coming soon.

Book a meeting or email us to learn more.

Book a meeting (opens in new tab)bmingst@labbrasystems.com