Most AI tools work by taking a handful of inputs—age, relationship, medical expenses, lost income—and returning a rough range. That can be useful for asking, “What kinds of losses are usually considered?”
But Gulfport cases often turn on details that calculators treat as optional or generic, such as:
- Causation (what actually caused the fatal outcome when there are competing explanations)
- Comparative fault issues (common in Florida accident disputes)
- Insurance posture (whether the at-fault party is represented aggressively or appears to be minimizing exposure)
- Florida documentation expectations (what records exist, what’s missing, and what will be contested)
Because of that, an AI output should be treated like a starting conversation—not a valuation.


