Call Center Supervisor Intervention via Video Speech Analytics
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Solution Overview
Problem
Call center supervisors face difficulties in efficiently monitoring multiple communications between call agents and customers, especially during high volumes, as it is burdensome to track and prioritize potentially problematic interactions in real-time.
Innovation Solution
A call center communication system that uses an automatic call distributor to prioritize and score communication sessions based on audio and video analysis, providing supervisors with a priority score for each session, allowing them to focus on the most critical interactions through a user-friendly interface.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If supervisors manually monitor multiple communication sessions, then customer service quality can be maintained, but the supervisor's workload and time consumption increase significantly during high call volumes
Solution Approach 1:
An automatic call distributor system acts as an intermediary between multiple communication sessions and the supervisor. The system automatically scores and prioritizes calls based on various criteria, filtering and organizing calls before presenting them to the supervisor in order of priority, thereby reducing the supervisor's manual monitoring burden while maintaining service quality
Solution Approach 2:
The manual mechanical process of supervisor monitoring is replaced with an automated electronic system that uses algorithms to score, prioritize, and route calls automatically. This substitution eliminates the need for supervisors to manually evaluate each call, significantly reducing time consumption while maintaining or improving monitoring consistency
2Reliability
If supervisors monitor all communication sessions during high volume periods, then no problematic interactions are missed, but the complexity and burden of managing multiple conversations increases
Solution Approach 1:
The monitoring task is segmented into automated scoring functions and human supervisor review functions. The system divides the complex task of monitoring all calls by automatically pre-processing and scoring each call based on multiple criteria, then presenting only the most relevant calls to the supervisor in a structured priority order, reducing the perceived complexity of management
Solution Approach 2:
The system changes the parameters of call presentation by introducing priority scores and categorizations. Instead of presenting raw unprocessed calls, the system transforms calls into scored, prioritized items with metadata indicating their priority level, making the supervisor's task less complex while maintaining comprehensive detection capability
3Ease of operation
If random monitoring is used to simplify supervisor tasks, then monitoring burden is reduced, but the ability to identify and address problematic interactions decreases
Solution Approach 1:
The system performs preliminary actions by automatically scoring and prioritizing calls before they reach the supervisor. Call priority scores are calculated in advance based on multiple criteria including customer history, call type, and real-time analytics, so that when supervisors review calls, they are already organized and flagged for potential problems, combining ease of operation with reliable detection
Solution Approach 2:
The system implements feedback mechanisms where call outcomes and supervisor interventions are fed back into the scoring algorithm. This continuous feedback loop refines the prioritization criteria over time, improving the system's ability to identify problematic interactions while maintaining ease of supervisor operation through increasingly accurate automatic filtering
Data Source
AI summary
A method, a system and computer readable storage media facilitate establishing a plurality of simultaneously occurring communication sessions between call agent devices and customer devices at a call center communication system. Each communication session is monitored to determine a priority score associated with each communication session, where each priority score provides an indication of a potential problem associated with the corresponding communication session. An indication of the priority score associated with each communication session is provided to a supervisor device.


