Most AI calculators are built on generalized patterns—things like injury type, the body part involved, and how long you were treated. That’s where the mismatch can start.
In Texas, insurers tend to focus on evidence that proves:
- Work-related causation (how the work event connects to the injury)
- Functional impact (restrictions you can’t safely ignore)
- Medical stability (when your condition has plateaued enough for impairment discussions)
- Consistency over time (records that tell one coherent story)
If your medical record doesn’t clearly connect restrictions to your work capabilities, an AI estimate can look “reasonable” while still understating your claim value.


