Viva Digitally

Customer Stories

RCM Automation: Answering Machine Detection

Pharmacy-SD-WAN in Chennai

Client

A leading Revenue Cycle Management (RCM) company managing large outbound calling teams for healthcare and financial services.

Requirement

The client needed a way to reduce outbound calls hitting voicemail, improve call productivity, and cut recurring telecom costs while ensuring only live calls reached agents.

Challenge

  • High percentage of calls reached voicemail boxes.
  • Agents wasted hours leaving voicemails or redialling.
  • More than 20 agent hours per week were lost to unproductive calls.
  • No system to distinguish a human response from a machine in real time.

Solution

Viva Voice AI Answering Machine Detection

Viva Voice AI identified live calls within the first seconds of dialling and filtered out machines:

Key Features

  • Analysed the first 1–2 seconds of audio to detect voicemail vs human voice.
  • Identified spoofed voicemail systems using audio-pattern recognition.
  • Instantly routed live calls to agents for productive engagement.
  • Automatically dropped voicemail calls or triggered optimised pre-recorded messages.

Result:
A significant reduction in wasted call attempts, lower telecom expenses, and improved agent productivity through a cleaner calling pipeline.

If you would like to know more about this solution please click below:

Client

A leading Revenue Cycle Management (RCM) company managing large outbound calling teams for healthcare and financial services.

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