AI tools are designed to be fast. They typically respond to inputs like injury severity, treatment length, medical bills, and sometimes non-economic impacts (pain, reduced functioning, emotional distress).
But in real Oklahoma cases, the settlement discussion often turns on details that don’t fit neatly into a questionnaire—such as:
- How quickly care was provided after symptoms appeared (and whether “watch and wait” was reasonable)
- Whether follow-up happened—including referrals, imaging requests, and return-visit documentation
- Whether the injury changed your work capacity in a practical way (missed shifts, restrictions, reduced hours)
- Whether the medical record supports causation with clear timelines and consistent clinical reasoning
In other words, AI may offer a starting point, but it can’t verify the evidence that insurers and defense counsel rely on.


