Defining emergency in the configuration
Operators configure emergency keywords and intent patterns specific to their setting. For a daycare, an emergency might include a parent reporting a child fell or a regulator calling about an incident. For a home health agency, an emergency might include a patient reporting chest pain, a fall, or a medication reaction. For an assisted living community, an emergency might include a family member calling about a resident who is unresponsive. The AI is tuned to recognize the operator-specific patterns, not generic ones.
The standard escalation flow
When the AI detects emergency language, it follows a structured flow. First, it interrupts its normal script and gives a clear instruction: if there is a risk to life or safety, hang up and call 911. Second, it offers to connect the caller to the on-call human at the operator. Third, regardless of whether the transfer succeeds, it logs the call and sends an immediate notification (SMS, email, or pager) to the on-call human with a callback number and a brief summary.
What the AI explicitly should not do
The AI does not give medical, legal, or safety advice. It does not assess whether a fall is serious. It does not coach a parent on what to do for an allergic reaction. It does not act as a substitute for 911 or for a clinician. The training data and prompt are constrained to prevent the AI from taking actions outside its scope.
Documentation and audit
Every emergency-flagged call generates a structured record that includes the timestamp, caller phone number, full transcript, intent classification, the escalation actions taken, and whether the on-call human was reached. This record is retained for operator review and, where applicable, for regulatory or insurance documentation. Operators in regulated industries (healthcare, childcare, senior care) typically review emergency-flagged calls within twenty-four hours.
Common configuration mistakes
The most common mistake is over-tuning emergency keywords, which produces false positives that desensitize the on-call team. The second is under-tuning, which misses real emergencies. The third is failing to test the after-hours escalation path, leaving an on-call team that never actually receives the SMS or pager when an emergency hits. Operators should test the emergency flow monthly with a controlled drill.