Many modern healthcare systems use tools that support decision-making—risk scoring, documentation prompts, imaging review workflows, lab interpretation processes, and triage routing. These tools can be helpful, but they can also create failure points when:
- A prediction or flag is treated like a diagnosis instead of a prompt to verify
- Abnormal results are routed incorrectly or acknowledged too late
- A clinician’s follow-up is delayed because the tool suggested a lower-risk explanation
- Documentation or handoffs fail to capture key symptoms that should have triggered escalation
In Everett, these breakdowns often show up during fast-paced care transitions—especially when someone is seen, sent home, and told to “monitor” while symptoms worsen and the case catches up only after a later diagnosis.


