Many AI tools estimate value by applying averages to inputs like injury severity and treatment duration. That can feel helpful, but it often misses what matters most in real Washington cases—especially when liability is shared or disputed.
After a truck crash near Lynnwood, common reasons estimates fall short include:
- Causation disputes: insurers may argue symptoms were caused by something else (pre-existing conditions, unrelated events, delayed reporting).
- Unclear fault: commercial trucking claims can involve more than one responsible party (driver, carrier, maintenance issues, loading practices).
- Washington documentation expectations: medical records, bills, and treatment timelines need to line up with diagnoses and work limitations.
- Injury progression: adrenaline and swelling can mask problems at first; later diagnostics can change the value of the claim.
A tool may generate a range, but it can’t evaluate credibility, reconcile conflicting accounts, or predict how an insurer will frame your damages.


