AI tools usually work by taking a few inputs (age, relationship, medical bills, and “general” incident types) and producing a number range. That can be useful as a starting question—but it often can’t account for how Crowley cases actually turn on proof.
In fatal incident claims, the biggest variables include:
- How fault is determined when multiple parties or contributing factors are involved (speed, distraction, road conditions, supervision, equipment, or medical causation)
- Whether evidence is preserved quickly—crucial for fatal crashes on busy corridors and for incidents where records can be lost or overwritten
- How damages are documented, especially expenses and wage-related proof that can be disputed
- Whether defenses challenge causation (not just responsibility)
An AI tool can’t review police reports, emergency records, employment documentation, or witness statements. It also can’t evaluate how a jury might see the story.


