Newton sits in a corridor where commercial traffic mixes with daily commuting. Crashes involving semi trucks and delivery vehicles can involve:
- Longer stopping distances and speed differences on approach roads
- Lane changes and merge points where cars and trucks don’t share the same sightlines
- Debris, cargo shift, and braking issues that may not be obvious until investigators document the scene
When those facts aren’t fully captured, an AI estimate may understate (or sometimes overstate) key categories of damages. For example, if the crash involved a maintenance or loading issue, the value may be driven by evidence that an AI tool won’t see—like log data, maintenance history, and inspection records.


