AI tools are designed to approximate outcomes—not determine liability, causation, or what an insurer will ultimately pay. In a Baltimore case, the insurer’s evaluation typically depends on:
- How clearly the crash is supported by evidence (photos, witness statements, incident reports)
- Whether your medical records consistently connect the accident to your symptoms
- Whether the defense argues comparative fault (for example, disputes about speed, lane position, or lookout)
- How well your treatment timeline is documented
An AI number can be useful for planning conversations with counsel and understanding which inputs tend to matter most. It should not be treated as an “offer you deserve,” because insurers in Maryland will often weigh risk differently than a generic model.


