AI tools generally work by asking for a few details and then projecting a “range.” That approach breaks down in fatal incidents because the outcome hinges on evidence quality and legal fault—not just basic facts.
In Watertown, the difference is frequently in the details, such as:
- Winter visibility and road conditions (snow/ice, line-of-sight limits, weather timing)
- Construction and traffic control (temporary signage, lane shifts, missed barricades)
- Speed and braking facts (event data, skid marks, witness accounts)
- Intersections and turning movements (right-of-way disputes, timing conflicts)
- Commercial vehicle involvement (maintenance and log-related issues)
An AI calculator can’t review police reports, obtain surveillance footage, request vehicle data, or evaluate contested causation. Those are the things that often determine whether a claim settles fairly.


