AI tools typically work by asking for inputs—diagnosis, symptom duration, treatment, and basic life impact—then outputting a rough range. The problem is that Florida insurance adjusters don’t settle cases based on labels alone.
In Coral Gables, claims frequently involve facts insurers scrutinize closely, such as:
- How the incident happened (rear-end vs. side impact, pedestrian vs. vehicle, trip-and-fall timeline)
- Whether treatment started promptly after symptoms appeared or worsened
- Whether symptoms were consistently documented by providers over time
- Whether daily functioning changed in ways that can be tied back to the accident
AI may not fully account for those real-world variables—especially when cognitive symptoms are involved and the record has gaps.


