An AI workers’ comp settlement calculator (or “payout estimator”) may look helpful because it promises an instant range. The problem is that Saratoga cases often turn on details that a generic calculator can’t reliably “see,” such as:
- How your job schedule actually worked (commute-heavy routines, shift timing, overtime patterns, or inconsistent hours)
- Whether your treating provider’s restrictions match what you truly cannot do
- What the records show about symptom timing—especially when there’s a gap between the incident and the first meaningful medical visit
- How an adjuster frames disputes (causation, temporary vs. permanent impact, and whether you reached medical stabilization)
Even if your estimate looks plausible, using it as a decision-maker can backfire. The insurer’s evaluation is evidence-driven, not “average-case” driven.


