Dermatology Dentistry Ophthalmology Orthopedics ENT

How KPFY analyzes an ENT call

Listen to a real call and see what AI extracts automatically

Call & Transcription

Choose call type:
📞 New patient — nasal breathing difficulty, possible septal deviation
🔇 Audio coming soon — read the transcript below

Transcript

Operator: Hello, MedCenter Clinic, Diana speaking. How can I help you?
Patient: Hello. I'd like to schedule an ENT appointment. I've been having trouble breathing through my nose for a while.
Operator: Sure. Have you been seen by an ENT doctor for this before?
Patient: No, I haven't. But I can only breathe through one nostril and it's even worse at night — I sleep with my mouth open.
... see full transcript ▾

Call Analysis

🤖 AI Analysis Result

Intent
Scheduling
Result
Scheduled ✓
Service
ENT Consultation with Nasal Endoscopy
Operator
Diana
4.2
💬 Communication
4.0
🏥 Expertise
3.3
💰 Commercial
💬 Communication 4.2
Greeting
Professional greeting with clinic name
Introduces themselves by name
Patient identification
Identifies patient by name
Reason for calling
Asks or clarifies the reason for the call
Appointment confirmation
Confirms date, time, name
Closing
Did not ask if they can help with anything else
Thanked and wished a good day
Professional communication, only the closing question is missing.
🏥 Expertise 4.0
ENT triage
Asks if previously evaluated by ENT
Asks how long the problem has been present
Asks about symptoms (single nostril breathing, nocturnal worsening)
Explains the investigation (nasal endoscopy)
Mentions possibility of septoplasty
Does not ask about associated symptoms (snoring, headaches, frequent sinusitis)
Good ENT triage but missed asking about associated symptoms.
💰 Commercial 3.3
Price communication
Communicates consultation price (550 lei)
Does not mention indicative surgery cost
Communicated consultation price but did not give an indicative cost for surgery.

What the manager sees:

"Diana did a good ENT triage — asked about history, symptom duration, explained endoscopy and surgery option. Missed asking about associated symptoms and didn't mention indicative surgery cost."

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Operator Performance

Diana's progress over 8 weeks

Since the clinic started using KPFY, Diana's scores have been steadily improving

Communication
3.2 4.2
+31%
Expertise
2.1 4
+90%
Commercial
2.8 3.8
+36%

What specifically improved

Asks about associated symptoms (snoring, headaches) 18% → 74%
Mentions indicative surgery cost 6% → 55%
Asks if they can help with anything else 20% → 85%

Data-driven coaching, not intuition.
Every missed scenario becomes a learning opportunity.

Team Performance

Full team performance

Compare operators on all 3 axes — instantly identify who needs coaching

Operator 💬 Communication 🏥 Expertise 💰 Commercial Average Trend
Diana 4.2 4 3.8 4 ↑ +0.8
Alexandra 4.5 3.6 4.2 4.1 ↑ +0.5
Mihai 3.8 2.4 3.1 3.1 → +0.1
Elena 4 3.8 2.5 3.4 ↑ +0.6
TEAM AVERAGE 4.1 3.5 3.4 3.7 ↑ +0.5

Team trend — key scenarios over 8 weeks

What the manager sees:

"Alexandra communicates excellently but medical triage is below average → protocol training.
Mihai urgently needs expertise coaching (2.4).
Elena good triage but misses commercial opportunities (2.5)."

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