AI tools usually work by taking what you type in—injury description, treatment timeline, time missed, and work restrictions—and then comparing it to generalized patterns.
That can create a plausible range, but it often overlooks the local realities that shape outcomes, such as:
- Delayed reporting or documentation gaps common when people juggle shift work, commuting, and family responsibilities.
- Functional restrictions that don’t match what the employer expects you to do (especially in hospitality, property maintenance, and service roles).
- Evolving symptoms—pain that changes as you return to work or as treatment progresses—where the record needs to reflect those changes clearly.
In Florida, settlement value usually turns less on “what sounds similar” and more on what the insurer can prove—or challenge—based on your file.


