AI tools generally work by taking the details you enter—injury severity, treatment timeline, medical bills, and sometimes functional limitations—and mapping them to damage categories.
The limitation is that Georgia malpractice claims are evidence-driven. In the real world, the value of a case often turns on:
- Whether the record shows a deviation from the standard of care (not just that something went wrong)
- Whether medical causation is supported (the provider’s conduct must be shown to have caused the harm)
- How clearly future needs are documented (especially when symptoms evolve after the initial incident)
In Calhoun, that “paper trail” matters just as much as the medical outcome. If the timeline is incomplete—missed follow-ups, unclear discharge notes, delayed imaging, or inconsistent documentation—an AI estimate may look more certain than it should.


