AI tools can be useful for understanding what categories of losses people talk about online. But they typically can’t see the evidence that drives value in real New York negotiations, such as:
- Which party had the legal duty (driver, property owner, employer, contractor, medical provider)
- What the official reports say—and what they don’t say
- Whether witnesses and surveillance (when available) support causation
- How New York defenses argue liability and reduce damages
In practice, two cases that look similar on the surface can result in very different outcomes depending on documentation and how liability is contested.


