AI tools typically work by taking the details you provide and mapping them to broad damage categories. That can be useful for understanding what types of losses might be considered—like medical expenses or long-term limitations.
But in Hobbs, the practical reality is that medical outcomes often involve:
- Multiple handoffs (clinic → hospital → specialist, or imaging/diagnosis → treatment plan)
- Follow-up gaps (missed rechecks, delayed referrals, or difficulty obtaining timely appointments)
- Work and travel constraints tied to local employment patterns
Those factors can change what a case actually proves: whether a provider’s conduct fell below the standard of care, and whether that conduct caused the specific harm you’re dealing with.


