AI tools typically generate a range based on inputs you provide—things like injury severity, whether the impairment is complete or incomplete, and projected future needs. The problem is that Fremont claims often hinge on details that don’t fit neatly into a calculator’s format.
In practice, insurers focus on questions like:
- How the injury happened (and whether the event is consistent with the medical findings)
- When neurological symptoms were first noticed
- Whether treatment followed medically accepted timelines
- What functional limits were actually measured (not just diagnosed)
For many spinal cord injury cases, those details are only clear after reviewing hospital records, imaging reports, rehabilitation notes, and—when needed—functional evaluations. That’s why an AI estimate can be a starting point, but rarely the finish line.


