Most AI tools work by taking the information you enter and matching it to broad patterns. That’s why the first red flag is often the same: the estimate can sound reasonable while missing what insurers actually rely on.
In Colorado workers’ comp matters, settlement discussions frequently turn on whether the record supports:
- Causation (whether the work incident plausibly caused or aggravated the condition)
- Maximum medical improvement timing (when the insurer believes future treatment value changes)
- Work restrictions that are specific, consistent, and supported by clinical findings
- Impairment and future outlook (what your doctor expects next)
- Wage loss documentation (how your earnings were calculated and what periods are covered)
An AI calculator can’t review your imaging reports, your treating provider’s restrictions, or how your employer’s insurer interprets gaps in treatment. It also can’t predict how adjusters will frame disputes—like whether symptoms were promptly reported or whether the medical timeline matches the work event.
Bottom line: treat an AI estimate as a starting point for questions, not a forecast of what you’ll receive.


