Most AI tools work from the inputs you provide—injury type, date of accident, treatment history, and whether you missed work. They then output a rough range meant to reflect “similar cases.”
In Rutherford cases, the limitation is rarely the injury itself—it’s the documentation path:
- Whether your treating notes clearly describe symptoms and functional limits
- Whether you received consistent care after the initial visit
- Whether restrictions were communicated in writing and matched to your job duties
- Whether wage loss is supported by payroll records (and whether the claim properly credits your actual earnings)
AI can’t “see” your file the way a lawyer or qualified evaluator will. That means it can’t reliably predict how the insurer will weigh your medical timeline, or whether your situation will move toward resolution after maximum medical improvement.


