AI tools can be helpful for organizing questions, but they often miss the details that make a Hyrum settlement move up or down.
In practice, adjusters focus on things an AI model may not weigh correctly, such as:
- Whether symptoms were reported promptly after the incident (and consistently)
- Whether treatment followed Utah medical norms (appropriate follow-up, not just one visit)
- How the injury affected real responsibilities—driving, family care, shift work, or study/work routines
- Whether pre-existing headaches, migraines, or mental health symptoms muddy the causal story
A calculator output can sound precise, but insurance negotiations usually respond to proof quality—not just a predicted range.


