Many online tools are built for broad scenarios. Richmond cases frequently involve facts that don’t fit neat formulas, such as:
- Complex traffic and roadway conditions (high-speed merging areas, split-second lane decisions, poor visibility at certain times of day)
- Commercial/industrial settings where safety procedures and training records may be central
- Urban pedestrian exposure around busier areas, crosswalks, and high-foot-traffic zones
- Medical and transportation timelines where the cause of death can be disputed based on records and expert review
When these factors are present, the “right number” is rarely available from a calculator alone. The value discussion depends on what can be proven—not just what can be guessed.


