In parts of Virginia where healthcare systems handle high patient volume, automated workflows are increasingly used to support triage, document intake, and prioritize imaging or lab results. In many cases, these tools are meant to help clinicians—however, they can also create risk when:
- A tool helps route a patient to the “wrong” level of urgency.
- Notes generated from intake are incomplete or fail to capture critical symptoms.
- Imaging or lab interpretation support is treated as confirmation rather than a prompt to verify.
- Abnormal results are acknowledged in the system but not escalated appropriately.
The key point for Blacksburg residents: the issue is rarely the software alone. Claims typically turn on whether the care team and facility followed an appropriate standard of care while using—or relying on—automated outputs.


