Manor patients often interact with a mix of care settings—urgent care, hospital systems, imaging centers, and follow-up visits that don’t always line up neatly. In real cases, diagnostic harm can come from breakdowns like:
- Results not reaching the right provider fast enough after a busy clinic day
- Follow-up instructions that are missed, unclear, or hard to act on quickly
- Transportation/time constraints that make it difficult to return promptly for repeat testing
- Third-party or automated reads (radiology software, lab systems, triage tools) that get treated as “good enough”
When an AI-assisted workflow is involved, the question becomes: Did clinicians verify the output against objective findings, escalate risk appropriately, and document the reasoning?


