Most AI calculators work like this: you enter details about your injury, treatment, and missed work, and the tool returns a range based on patterns it learned from other cases.
That can feel reassuring if you’re waiting on benefits or dealing with delays. Yet Massachusetts workers’ compensation disputes often hinge on specifics that an AI tool can’t verify, such as:
- whether your medical provider tied your condition to the work incident in a clear way
- whether your job restrictions are consistent over time (not just a note you received once)
- whether wage loss evidence matches what actually happened in your pay records
In other words, an AI output may give you a “ballpark,” but Chicopee cases still turn on the actual record—what exists, what doesn’t, and what the insurer argues.


