Many surgical complications are unfortunately foreseeable risks. But residents in El Dorado County often describe a different pattern: symptoms that worsen faster than expected, follow-up imaging that doesn’t align with earlier notes, or discharge instructions that don’t reflect what they were actually told.
When AI-assisted workflows are involved, the mismatch can show up in practical ways:
- Notes that read like they were “summarized” from inputs rather than reflecting what clinicians observed
- Imaging interpretation language that appears automated or overly generalized
- Documentation that omits key perioperative details needed to evaluate safety
- Decision-support references that raise questions about what was verified before action
Our job is to turn those concerns into a grounded case review—focused on the facts, the timeline, and what a reasonable surgical team should have done.


