AI tools typically work by matching your inputs—like injury type, treatment timeline, and work impact—to patterns from other claims. That approach breaks down when your file has local “real-world” complications, such as:
- Delayed symptom documentation after a commute-heavy work schedule or weekend activities.
- Inconsistent work restrictions from providers (common when patients resume activities before a clear functional capacity statement is issued).
- Wage loss that doesn’t match what adjusters assume, especially when shifts vary, overtime is irregular, or scheduling changes affect earnings.
- Disputes over incident details that arise when the employer questions the timeline or the work circumstances.
When those issues exist, an AI range can look reasonable while still being far off from what your claim is worth under Florida workers’ compensation practice.


