AI tools typically work from generalized patterns: diagnosis, body part, time off work, and a few other inputs. But Boston work injuries often involve facts that don’t fit neat categories—like:
- Commuter-heavy schedules and tight shift coverage (impacts how wage loss is recorded and explained)
- Urban jobsite complexity (pedestrian traffic, loading areas, confined work zones)
- Healthcare and institutional work environments (documentation may be fragmented across different providers)
- Construction and maintenance work (multiple events can be blamed or confused when reporting is delayed)
When an AI calculator doesn’t “see” your real timeline—when you reported symptoms, what restrictions were issued, whether treatment was continuous, and how your wage record matches your actual schedule—the estimate may miss the factors that matter in Massachusetts.


