Many tools assume a straightforward timeline and uncontested fault. Cambridge cases frequently involve complications that an automated estimate can’t model well, such as:
- Pedestrian and cyclist collisions near busy corridors, where fault may be shared and visibility is heavily disputed.
- Multi-party traffic incidents involving vehicles from different lanes, delivery activity, or unfamiliar road markings.
- Densely packed event areas where crowds, crosswalk timing, and conflicting witness accounts affect causation.
- Construction and work-zone factors that can point to multiple responsible parties (contractors, property owners, equipment vendors).
Even when the losses are clear emotionally, the settlement value turns on proof: who was legally responsible, how the death was caused, and what damages are supported by documents and credible testimony.


