AI tools usually work by asking you for a few inputs (injury severity, age, treatment type) and then generating a broad range. That can be a starting point—but it often can’t reflect the details that insurers in Massachusetts routinely challenge, such as:
- How the crash or incident actually happened (speed, impact angle, road conditions, maintenance history)
- The timeline between the event and when neurological symptoms were documented
- Whether medical providers recorded functional limitations (mobility, transfers, bowel/bladder management, skin risk)
- Whether your care plan is supported by clinicians rather than assumed
In real Palmer Town cases, the “missing pieces” are usually the difference between an estimate that feels comforting and a valuation that matches the record.


