Most AI calculators work by asking for a handful of details (age, incident type, relationship, and basic expense categories) and then generating a number based on averages.
That approach breaks down when Pinecrest cases involve factors like:
- Multi-car crashes and disputed lane/turn responsibility, which require careful reconstruction.
- Nighttime visibility issues or roadway conditions where the defense may argue the death was caused by something other than the defendant’s conduct.
- Commercial vehicles and subcontractors—common in service work—where multiple parties may share or contest responsibility.
- Delayed discovery of evidence, such as video retention limits, dashcam availability, surveillance coverage gaps, and evolving witness memories.
An AI tool can’t review the police narrative, preservation issues, medical causation, or how Florida juries typically weigh credibility in contested liability.


