AI tools typically work by taking a few inputs—age, relationship, medical bills, and the type of incident—and producing a broad “range.” That can feel useful in the early hours.
In real North Plainfield cases, however, the biggest swings usually come from issues AI can’t reliably see, such as:
- Intersection and roadway evidence: lighting conditions, lane configuration, traffic controls, and whether speed or distraction is supported by reports and data.
- New Jersey procedural timing: delays in obtaining records (crash reconstruction materials, employer reports, medical causation notes) can affect what can be proven early.
- Insurance positioning: adjusters may frame fault in ways that don’t show up in a calculator’s model.
An AI estimate can’t review the police narrative, evaluate witness credibility, interpret medical causation, or identify missing documents that can strengthen damages.


