Automated Triage

Triage is the first decision on any inbound line: is this urgent, who should handle it, and can it wait. Automated triage has the agent make that decision in the first few seconds of a call or message, using what the person says, the words they use and what the system knows about them. It sits at the front of the conversation, before booking and before answering questions, and its output is a route: handle now, transfer to a person, create a ticket, or escalate as an emergency.

How it works. The agent classifies the opening statement into intent categories you define (new appointment, prescription refill, billing, symptom question, emergency) and assigns an urgency level. Keyword rules run alongside the model for safety-critical phrases: chest pain, no water, gas smell, can't breathe. Sentiment and context add weight: a repeat caller in the last hour or a raised voice bumps priority. Each route has an action: an emergency route plays a scripted instruction and transfers immediately, a routine route continues with the agent, and an unclear route asks one clarifying question before deciding. Every classification is logged with the phrase that triggered it.

Why it matters for clinics and service lines. The cost of a wrong route is asymmetric. A routine caller sent to a nurse wastes ten minutes; an emergency handled as routine can be a safety incident and a liability. Automated triage lets routine volume run without a person while routing the dangerous phrases to one every time they are detected. It also shortens the queue for everyone, because the person answering the phone is no longer the bottleneck for the first decision.

Example. A family clinic uses a voice agent on its main line. Caller one says their child has a fever and a rash that is spreading; the agent recognizes a symptom route with high urgency, tells the caller to stay on the line and transfers to the nurse with the transcript. Caller two wants to move Thursday's check-up; the agent books it. Caller three asks about a bill; the agent creates a ticket for billing with the account number. The nurse took one call of three, and it was the right one.

Automated triage vs intent recognition. Intent recognition answers "what does this person want." Triage adds "how urgent is it and who should get it." Triage uses intent as one input, alongside urgency rules, caller history and business hours, and its output is a routing decision rather than a label.

Common pitfalls. Relying only on the model for emergency phrases; keep a hard keyword list that cannot be overridden. Too many categories, so the clarifying question fires on every call. No override for "I need to speak to a person." Missing after-hours rules, so an emergency route transfers to an empty desk. Not reviewing misroutes weekly.

Botcadence chat agents and voice agents apply these routes on messaging and phone lines, transferring to a person with the full transcript; see the medical answering service voice agent.