AI tools generally work by comparing your inputs to patterns from other cases. That sounds helpful, but San Diego claims often hinge on evidence that doesn’t travel well through a simple questionnaire:
- How your restrictions are written (and whether they match what your job actually requires)
- Whether treatment records show a consistent timeline from injury through follow-up care
- Whether the insurer believes the injury is work-related when there are gaps, prior symptoms, or delayed reporting
- Whether maximum medical improvement (MMI) has been reached and what doctors say about permanent limitations
In California, the insurer’s evaluation and the dispute posture matter. Two people can enter the same “injury type” into a calculator and still end up with very different settlement outcomes based on what the file can prove.


