Woburn’s daily traffic patterns and mixed roadway environments can create fact disputes that calculators can’t model. For example:
- Commuter crashes and intersection conflicts: multiple witnesses, conflicting accounts, and speed/distracted-driving issues can affect liability.
- Road work and changing traffic controls: construction zones and temporary signage can shift the causation story.
- Pedestrian and crosswalk collisions: insurers may challenge whether the deceased was within the expected attention/safety parameters.
- Commercial vehicle involvement: trucking, delivery vans, or employer-related vehicles add layers of records, maintenance, and policy questions.
An AI tool may ask for basic details and then output a “range,” but it cannot review police reports, evaluate witness credibility, analyze braking/impact evidence, or identify whether Massachusetts notice and procedural requirements were satisfied.


