Many AI calculators assume cases are similar: same type of incident, similar injuries, similar proof. Richmond cases often involve factors that complicate valuation, such as:
- Commuter traffic and high-speed corridors where lane changes, distraction, braking distance, and impairment issues may be contested.
- Pedestrian and crosswalk scenarios near busy retail and transit areas, where visibility, signal timing, and driver attention are heavily disputed.
- Construction zones and detours on major routes, where changes in traffic patterns can shift liability arguments.
- Truck and rideshare involvement in metro-area travel, where multiple actors (employer, driver, contractor, insurer) may be implicated.
Those realities matter because settlements are not just about losses—they’re about whether liability can be established to the degree required for compensation.


