Many tools estimate value by using inputs like injury severity, medical bills, lost time, and recovery duration. That can help you organize what you’re dealing with.
However, Dayton claims commonly hinge on details that forms can’t capture:
- Gaps in follow-up after ER discharge or outpatient referrals
- Documentation delays (records requested from multiple providers across systems)
- Worsening symptoms that develop after you’ve already returned to work or caregiving
- Conflicting chart notes between departments (common when care moves from urgent settings to specialists)
When those issues are present, an AI estimate can look “reasonable” while still being disconnected from what a lawyer needs to prove negligence and causation.


