An AI estimator is usually built to sort inputs into categories—medical costs, wage loss, and non-economic impacts like pain and suffering. That can be useful when you’re overwhelmed and need structure.
What it can’t do is verify the medical story or predict how an insurer will challenge causation. With TBIs, insurers often focus on:
- whether symptoms were documented soon after the incident
- whether treatment was consistent (not necessarily aggressive)
- whether records connect the crash/fall/incident to the neurological effects
- whether reported cognitive changes are supported by clinical notes
In other words: an AI output can be a starting point for questions, not a substitute for legal review.


