Many people start with an AI tool because it promises a fast estimate. In practice, Malden claims often hinge on facts that an online form can’t fully capture, such as:
- Intersection movements (common collision points in denser downtown corridors)
- Stopping/turning expectations when drivers are navigating multiple lanes
- Roadway conditions during seasonal weather changes and street work
- Driver attention issues—including distracted driving—at times when pedestrian traffic is higher
An estimator may assume a “typical” injury timeline. But Massachusetts injury valuation is built around evidence: what treatment was necessary, how long it lasted, and how your injury affected your life and ability to work.


