AI tools are designed to take inputs (diagnosis, treatment length, symptom categories) and output a rough range. That can be useful for organizing questions.
In Lakeville cases, the biggest problem isn’t usually the injury label—it’s the proof pathway:
- Whether you sought care quickly after the incident (and whether the early notes captured concussion/TBI symptoms)
- Whether follow-up visits and referrals happened consistently
- Whether your records tie symptoms to the incident, not to unrelated conditions common in the real world (migraines, sleep issues, stress, etc.)
- Whether functional limits—attention, memory, headaches, irritability—are documented in a way insurers can evaluate
When those links are missing, an AI estimate may look precise while failing to reflect how adjusters actually assess causation and ongoing impairment.


