Most AI tools ask for the same basics: date of injury, body part, diagnosis, treatment received, and whether you missed work. Then they compare your inputs to patterns from other cases and output an estimated range.
In practice, the estimate is usually strongest when:
- Your medical timeline is consistent and easy to follow
- Your work restrictions are clearly documented by your treating provider
- Your wage loss is supported by records (not just estimates)
It’s often weakest when:
- Your treatment gaps or delays create questions about severity or persistence
- Your restrictions aren’t written in a way insurers can evaluate
- The insurer disputes causation (whether work caused the condition)
AI can’t “see” the evidence that matters most in Alabama claims, such as the exact impairment findings, the credibility of the timeline, or how the insurer interprets your work capacity.


