Marlborough residents and commuters often work in environments where schedules and job duties can change quickly—think shifting production demands, warehouse/industrial roles, and office-to-site travel. When your work life looks “inconsistent,” an AI tool may still assume a clean, steady lost-wage story.
That mismatch can affect the numbers:
- Earnings aren’t always straightforward. Overtime, shift differentials, seasonal hours, and occasional extended shifts can be hard to model without accurate payroll documentation.
- Restrictions may evolve. Treating providers might start with limited duty, then later change restrictions—AI estimates may not account for those updates.
- Documentation gaps happen. People in fast-moving work settings sometimes delay reporting symptoms or miss details when they fill out online forms.
- Massachusetts process matters. Insurers commonly evaluate credibility, medical support, and whether the claim meets required standards at each stage.
So while an AI range can provide a starting point, it shouldn’t be treated as a promise of value.


