AI tools typically assume a “standard” scenario and then apply broad factors. In Bethel Park, the facts that matter are frequently more specific—such as:
- Crash reconstruction needs when the incident involves complex road conditions or multiple vehicles
- Causation disputes when the death occurs after the initial injury (complications, delayed deterioration, or competing medical explanations)
- Comparative fault questions that can arise from driver behavior, traffic control, or roadway visibility
- Insurance posture—how insurers frame liability early in the process
A calculator can’t review the police report narrative, obtain traffic camera or dashcam data, evaluate medical causation, or assess how a Pennsylvania court and jury might view the story from both sides.


