Many AI tools are built around generalized injury patterns. That can work as a rough starting point, but it often misses the realities that show up in Federal Heights files, such as:
- Shift-and-commute schedules: Missed time may be tied to irregular hours, overtime, or transportation barriers—details that aren’t consistently reflected in an automated estimate.
- Documentation timing: In Colorado, insurers look closely at when symptoms were reported and how treatment progressed. If your early records don’t clearly connect work activity to ongoing restrictions, an AI range can look “too low.”
- Functional capacity issues: Work restrictions aren’t just “yes or no.” The specific lifting, standing, and pushing limits matter—and an AI tool typically can’t read the nuances of your treating provider’s notes.
The result: AI-generated numbers can feel confident while still failing to reflect what the insurer can prove (or challenge) in your particular claim.


