Dermatology Dentistry Ophthalmology Cardiology Orthopedics ENT

How KPFY analyzes a Dermatology call

Listen to a real call and see what AI extracts automatically

๐Ÿ“… Scheduling โŒ Cancellation โš ๏ธ Complaint
๐Ÿ“ž Dermatology scheduling โ€” new patient with suspicious mole
Duration: 2:04 ยท Inbound call ยท Synthetic voice based on a real scenario

Transcript

Operator: Hello, MedCenter Clinic, Diana speaking. How can I help you?
Patient: Hello. I'd like to schedule an appointment with dermatology.
Operator: Sure. Have you been to our clinic before?
Patient: No, it would be the first time.
... see full transcript โ–พ

๐Ÿค– AI Analysis Result

Intent
Scheduling
Result
Scheduled โœ“
Service
Dermatoscopy Consultation
Operator
Diana
4.2
๐Ÿ’ฌ Communication
4.0
๐Ÿฅ Expertise
3.3
๐Ÿ’ฐ Commercial
๐Ÿ’ฌ Communication 4.2
Greeting
โœ“ Professional greeting with clinic name
โœ“ Introduces themselves by name
Patient identification
โœ“ Patient identification (name + phone)
Appointment confirmation
โœ“ Confirm details (date, time, doctor)
Closing
โœ— Did not ask if they can help with anything else
โœ“ Thanked and wished a good day
Operator communicated professionally but missed the closing question.
๐Ÿฅ Expertise 4.0
Dermatology triage
โœ“ Asks how long the mole has been changing
โœ“ Asks about symptoms
โœ“ Explains procedure (dermatoscopy)
โœ“ Mentions possibility of biopsy
โœ— Does not ask about family history
โœ“ Recommends old photos for comparison
Good triage but missed the question about family history of skin cancer.
๐Ÿ’ฐ Commercial 3.3
Price communication
โœ“ Communicates consultation price
โœ“ Communicates additional biopsy price
Opportunities
โœ— Does not mention periodic monitoring
Communicated prices transparently but missed the retention opportunity through periodic check-ups.

What the manager sees:

"Diana communicates well (4.2), medical triage is almost complete (4.0), but misses commercial opportunities (3.3).
Recommended coaching: mention periodic check-ups + family history."

Test your clinic scenarios on all 3 axes in parallel.
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Diana's progress over 8 weeks

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

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

What specifically improved

Asks about family history 12% โ†’ 78%
Mentions periodic monitoring 5% โ†’ 62%
Asks if they can help with anything else 20% โ†’ 85%

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

Full team performance

Compare operators on all 3 axes โ€” instantly identify who needs coaching

Operator ๐Ÿ’ฌ Communication ๐Ÿฅ Expertise ๐Ÿ’ฐ Commercial Average Trend
Diana 4.2 4 3.8 4 โ†‘ +0.8
Alexandra 4.5 3.6 4.2 4.1 โ†‘ +0.5
Mihai 3.8 2.4 3.1 3.1 โ†’ +0.1
Elena 4 3.8 2.5 3.4 โ†‘ +0.6
TEAM AVERAGE 4.1 3.5 3.4 3.7 โ†‘ +0.5

What the manager sees:

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

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