Systems and methods are provided for monitoring and managing call center operations within a
virtual reality environment. A
processing system generates a virtual call center comprising virtual workstations associated with respective agents. Each
workstation includes a monitor displaying call information, a call health panel presenting real-time call status, and an agent health panel presenting agent condition or performance data. The
system receives call audio and related data, performs transcription and
signal analysis, and applies
machine learning models to determine call sentiment, agent status, and recommended actions. Based on the analysis, the
system dynamically updates the
virtual reality environment, including visual indicators, supervisor alerts, and interactive panels. Supervisors may navigate the environment, monitor multiple agents, and interact with calls using virtual tools such as notes, scoring, or intervention
modes. The disclosed embodiments improve real-time awareness, training, and decision-making in
contact center environments.