AI calculators often work best when the underlying facts are complete. But TBI cases in Key Biscayne commonly involve messy real-world details—like unclear witness accounts, delays in getting neurologic follow-up, or symptoms that evolve after the initial emergency visit.
Common reasons an AI estimate can come out too low or too high include:
- Symptoms that change over time (getting worse days later is common after concussion)
- Gaps between emergency care and follow-up (insurance may argue the injury wasn’t severe)
- Unclear accident timelines (especially in multi-car traffic incidents on nearby corridors)
- Preexisting conditions (migraines, anxiety, sleep disorders) that require careful medical differentiation
Instead of treating a number as a “settlement amount,” think of AI outputs as a checklist: What evidence would make this estimate more accurate for your specific case?


