AI-based calculators typically work by taking injury and crash details you provide and running them through generalized claim patterns. That approach can be helpful for understanding components of damages—but it doesn’t “see” the things that usually drive outcomes in Washington cases:
- Fault disputes tied to traffic behavior (lane positioning, failure to yield, sudden braking, and following distance)
- Documentation gaps (missing EMS notes, incomplete treatment records, or unclear symptom timelines)
- Severity and permanence (how long impairments actually last and whether they’re supported by objective findings)
- Pennsylvania claim procedure realities that affect negotiation timing and settlement posture
In other words: an AI number may feel precise, but it can’t replace the case-specific evaluation that insurers rely on—nor the strategy a lawyer uses to build credibility.


