Fleet Risk Pilot
Test 4autonomy on your real routes.
A structured, time-boxed evaluation that scores mission risk on your own routes and vehicles, explains the hazards driving each score, and shows how an integration would work.
The problem
You already know some missions should not have run.
Weather delays, wind incidents, flooded roads, and conditions outside an autonomous system's operating envelope are expensive and often predictable. The hard part is knowing which upcoming missions carry that risk, before they leave.
Who the pilot is for
Fleet operations, transportation, safety, and autonomy teams that run weather-sensitive or mission-critical operations and want vehicle-specific risk, not generic forecasts.
What it answers
Which of your routes and vehicles carry elevated mission risk, why, and what a safer alternative or departure window looks like.
What it is not
Not a rip-and-replace of your routing stack, and not a generic weather feed. It is a decision layer evaluated on your data.
What is exchanged
A clear, two-sided pilot
You provide
- 50–500 historical or planned routes
- Vehicle profiles
- Operational constraints
- Optional historical incidents or delay data
4autonomy provides
- Mission risk scores
- Hazard exposure and route-level explanations
- Alternative recommendations and safer departure windows
- API integration assessment and a pilot findings report
Typical workflow
How a pilot runs
Scope & data
Align on objectives and success criteria, then securely share routes, vehicle profiles, and constraints.
Evaluation
We score mission risk across your routes, identify hazard exposure, and generate alternatives and departure windows.
Findings & integration
We review results with your team and outline an API integration path into your routing or dispatch stack.
Pilot scope and timeline are agreed per engagement. Outputs are validated on your data before any production claim.
Apply
Apply for a Fleet Risk Pilot
Tell us about your operation. We will follow up to scope a pilot on your routes.