Most AI estimate tools work the same way: you enter a diagnosis, the date of injury, treatment details, and whether you missed time from work. The tool then generates a range based on patterns it assumes.
The problem is that Massachusetts workers’ compensation outcomes aren’t driven by a single pattern. They’re driven by what the insurer can support, challenge, or dispute using your medical timeline and proof of wage loss.
In Brockton, workers in industries like manufacturing, logistics, healthcare, and trades often face a practical reality: documents arrive in pieces—restrictions change, appointments get rescheduled, and employers may ask employees to “check in” about return-to-work earlier than medical guidance suggests. AI tools don’t see those gaps. They also don’t know whether your restrictions were consistently recorded or whether your wage loss period is well-documented.


