Genesys Cloud's Virtual Supervisor is an AI-powered solution that automates supervisor workflows through intelligent agent scoring, real-time interaction analysis, and multi-language transcript capabilities. The platform operates on a metered AI Experience Token pricing model and delivers comprehensive interaction insights by automatically capturing reason for contact, resolution status, action items, and sentiment drivers. Core capabilities include AI Scoring for automated performance evaluations using customizable evaluation forms and auto-scoring rules, AI Translate for on-demand transcript conversion into preferred dialects, and AI Outline for segmenting lengthy transcripts to enable supervisors to navigate directly to areas of interest. AI and Insights functionality organizes transcripts into meaningful sections and highlights critical details, supporting voice and messaging interactions ranging from 360 to 64, though this feature is unavailable for email interactions. The system automatically identifies resolution status and factors driving customer sentiment, reducing manual review requirements and enabling more focused performance management. Virtual Supervisor integrates with Agent Copilot, voice transcription, speech and text analytics, virtual agent capabilities, Journey Management, and AI Studio, though Agent Copilot and Virtual Supervisor maintain separate charging structures. AI-generated summaries persist in the system and can be viewed multiple times without additional per-viewing charges, with standard retention of 10 days and extended retention available through interaction details view. Deletion of interaction recordings removes associated summaries. Licensing requirements include optional Workforce Engagement Management or Speech and Text Analytics add-ons for AI and Insights generation and viewing, though users can access certain AI capabilities without these add-ons in specific configurations. AI Scoring operates independently of transcript availability and licensing requirements. Interactions are not charged multiple times when summaries are viewed repeatedly, and AI Experience Tokens are compatible with both AI Insights and AI Summaries features. The platform supports integration with voice transcription, virtual agents, Journey Management, and Virtual Desktop Infrastructure configurations, with additional community resources available for users requiring further assistance