AI tools generally work from simplified inputs. You may be asked for your diagnosis, dates, and whether you missed work. The tool then produces a range that sounds specific.
The problem is that settlement negotiations in California depend heavily on evidence and procedural posture—things an AI tool can’t reliably “see,” such as:
- Whether your treating records actually document work restrictions clearly (not just that you hurt)
- Whether the insurer treats the claim as accepted, partially disputed, or effectively contested
- Whether there’s a dispute about causation (work incident vs. preexisting or unrelated issues)
- Whether you reached stability/maximum medical improvement and what impairment conclusions exist
In San Bernardino, where many residents work in logistics, manufacturing, healthcare, retail, and construction, insurers often scrutinize documentation around functional capacity—what you can do day-to-day and what you can realistically do on the job.


