AI tools can feel reassuring because they offer a fast range instead of waiting for a lawyer, a medical evaluation, or a formal negotiation. Many people run an estimate after they’ve already:
- missed work due to pain, restrictions, or follow-up appointments
- received a notice that benefits are being adjusted
- been asked for information that feels vague or one-sided
In practice, an AI estimate is usually built from pattern-matching—how similar claims often resolved—rather than a review of your actual medical findings and wage history.


