AI tools generally work by taking your inputs (injuries, treatment timing, wage loss, and the crash description) and applying generalized patterns from past claims. That can be useful for understanding what usually drives numbers up or down.
But an AI calculator is not a substitute for legal evaluation. In practice, insurers decide value based on:
- Liability evidence (who failed to yield, speeding allegations, lane positioning, witness credibility)
- Medical causation (whether the record supports that your symptoms are from the crash)
- Documentation quality (ER notes, imaging reports, follow-up visits, and consistency over time)
- Damages proof (pay records, medical billing, and how your daily life changed)
In other words: the “estimate” may be mathematically plausible, while the real case depends on proof.


