Most AI calculators work from generalized patterns—then guess how those patterns might apply to you. That can be especially risky in Coralville because workplace injuries here frequently involve time-sensitive documentation (incident reports, supervisor statements, early medical notes) and commute-adjacent facts (when you left work, traffic delays, route changes, and the day-to-day realities of getting to appointments).
Common ways an estimate can go off track:
- Your injury timeline isn’t “typical.” If your symptoms flared later or treatment started after a gap, AI tools may assume a smoother progression.
- Work restrictions are understated. A calculator can’t “see” the difference between light duty you could do on paper versus restrictions that must be followed in a real job.
- Wage loss is not just what you lost—it’s how it’s proven. In Iowa, wage calculations depend on documentation and how the insurer views your work capacity.
- Past conditions can complicate causation. If the insurer argues the injury didn’t cause your current symptoms (or only contributed), an AI range may look reasonable while the legal dispute shifts.
Bottom line: an AI range can be a starting point, but in Coralville you need a record-based strategy—not a number-based hope.


