AI tools generally work by using common patterns from past cases. That can help you understand which inputs usually influence a settlement. However, it can’t fully account for what an insurer in New York will look for in your specific file, including:
- How liability is framed when multiple drivers were involved (or when fault is disputed)
- Whether your treatment shows a clear connection to the crash
- Whether your documentation matches the timeline (especially if you delayed care)
- The severity of functional limitations—mobility, grip strength, balance, or ongoing pain
In practice, two riders can enter the same basic information and receive very different results—because the evidence and medical record quality usually aren’t the same.


