Webex Contact Center AI agent assist and virtual agents

Verified 2026-09-05 · 52 claims · sources tier 2–3

Also known as A-FLEX-AI-ASST, AI Assistant, AI QM, Agent Answers, Auto CSAT, BYOVA, CCAI, Real-Time Assist, VAV.

The AI Assistant for Webex Contact Center includes 7 capabilities: AI-generated summaries, Wellness breaks, Real-time transcripts, Auto CSAT, Topic Analytics, Real-time Assist, and Sentiment Analysis 7. Cisco positions Auto CSAT as a replacement for low-response-rate customer surveys, using operational data and transcripts to evaluate 100 percent of voice interactions 10.

Feature Capabilities and Architectures

The AI-generated summaries feature includes 4 distinct subtypes: dropped call summaries, virtual agent transfer summaries, consult and transfer (mid-call) summaries, and post-call (wrap-up) summaries 26. Call recording must be enabled to facilitate post-call processing, which is necessary to produce both AI-generated summaries 27 and Auto CSAT predictions 9. When Auto CSAT is enabled across all queues, administrators choose either 'Experience Management' (CSAT survey questions used to train the model) or a 'Global Variable' (used to store survey responses) as the training data source 11.

Sentiment Analysis is part of Webex AI Quality Management (AI QM) and categorizes completed interactions as Positive, Neutral, or Negative based on customer tone and language 24. Sentiment Analysis requires real-time transcription to already be enabled for the relevant queues, along with updated call flows to start transcription for those queues 25. Real-time Assist continuously analyzes live conversations across both voice and digital channels to understand context and customer intent, surfacing recommendations on what to say or do 22.

Cisco states that the AI Assistant supports English only for now, with non-English language support currently in Beta 19. Administrators can consult 3 technical notes covering the architecture, usage, safety, and ethics for 'Webex Contact Center Summarization Features', 'Agent Burnout Detection', and 'Auto CSAT' 30. For developer reference, the CiscoDevNet/webex-contact-center-ai-sample-code repository had its last push on 2025-11-26T18:02:10Z, with non-code metadata updated on 2026-08-19T07:59:54Z 23.

Enablement and Control Hub Configuration

Administrators access features in Control Hub by navigating to Services > Contact Center > Desktop Experience > AI Features 15. AI Features can be configured at 3 distinct administrative levels: Organization level, Queue level, and Agent level 28.

Each feature is mapped to a specific enablement scope in Control Hub:

• Queue-scoped: AI-generated summary subtypes, Real-time transcriptions, Sentiment Analysis, and Topic Analytics 20.
• Agent-scoped: Real-Time Assist, Agent wellbeing, and Auto CSAT 20.
• Org-scoped: Evaluation/Speech Analytics and Coaching Insights 20.

Enabling AI Assistant in Control Hub does not configure or control Topic Analytics, which must be configured separately in Desktop 31. Furthermore, enabling real-time transcription for all queues requires manually adding a Start Media Stream activity in Flow Designer directly after the AgentAnswered event for inbound calls or after the OutboundCall event for outbound calls 32.

Virtual Agent-Voice and CCAI Integration

Virtual Agent-Voice (VAV) supports 3 integration paths: Google Dialogflow CX, Google Dialogflow ES, and Bring Your Own Virtual Agent (BYOVA) 37. Integrating Dialogflow ES specifically requires the Dialogflow Essentials edition 17. In Dialogflow CX Virtual Agent V2 configuration, Cisco documents English (en-US) as the only supported language and the u-law codec as the only supported codec 16. However, administrators can override the default VAV input language and output voice per-flow using Set Variable activities before the Virtual Agent V2 activity, specifying Global_Language and Global_VoiceName 35.

Integrating a VAV provider requires configuring a service-provider-specific Integration Connector in Control Hub and creating a Contact Center AI (CCAI) configuration, which generates a CCAI config ID for Flow Control 36. A CCAI configuration serves as the foundation for Virtual Agent and Agent Answers 13. When setting up a CCAI configuration, administrators select from 3 connector types: 'Webex CCAI', 'Integration Connector', or 'Service App' 14. However, Cisco states that the 'Agent Answers' configuration option is not applicable to the Webex Contact Center solution 3.

In Flow Designer, the Virtual Agent V2 activity provides 'Handled', 'Escalated', and 'Errored' outcome paths 39. Virtual Agent V2 enforces non-configurable system defaults: infinite retries on invalid/no-input errors, barge-in enabled, DTMF termination symbol '#', a DTMF no-input timeout of 5 seconds, and a DTMF inter-digit timeout of 3 seconds 38. The Virtual Agent V2 activity must not be placed immediately after a Queue Contact activity or in the Event Flow canvas; both configurations are unsupported and produce no runtime warning 40​41.

Licensing and Consumption

The AI Assistant is a paid add-on identified under SKU 'A-FLEX-AI-ASST' 4. Features are visible only to organizations and users with the paid add-on, enabled by an administrator, and granted through the user profile's Desktop Experience setting 6​33. Real-time transcriptions, Sentiment analysis, and Auto CSAT are also included in the separate AI Quality Management SKU 29.

AI Assistant is licensed in units, where each unit covers up to 1500 minutes of voice OR 1000 digital sessions, or a proportional mix of the 2 8. A digital session covers up to 10 inbound messages from an end user to an agent, counting an additional session for every subsequent 10 inbound messages or fraction thereof 18. Voice usage is metered per second 42.

A combined AI Assistant + AI Quality Management bundle provides 2 consumption options per unit: 1500 minutes or 1000 digital sessions split across both workloads, or 2500 minutes or 1600 digital sessions concentrated in a single workload 12. Webex AI Agent uses separate metering: scripted agents offer 1600 voice minutes or 4800 digital sessions per unit, while autonomous agents offer 250 voice minutes or 200 digital sessions per unit 43.

Applicability

Across the claims in this article, the evidence covers Cisco Webex Contact Center, Cisco Collaboration Flex 3.0 Contact Center, and Cisco Webex AI Agent across cloud deployments, verified as of 2026-09-04. The AI Assistant is available on Webex Contact Center, Webex Contact Center Enterprise (WxCCE), Unified Contact Center Enterprise (UCCE), and Packaged CCE (PCCE) 5. Webex AI Quality Management is available for Webex Contact Center only, not WxCCE, UCCE, or PCCE 21.

Virtual Agent-voice is available for Webex Contact Center, Webex Contact Center Enterprise (WxCCE), Unified CCE (UCCE), and Packaged CCE (PCCE), in the Data Center regions US, UK, Frankfurt, Australia, Japan, Singapore, and Canada 34.

What remains uncertain

How Webex AI Agent relates to Virtual Agent-Voice and the Virtual Agent V2 activity is not covered by any claim in this article. The contents of the 3 Cisco AI transparency technical notes on summarization, burnout detection, and Auto CSAT are not covered by any claim in this article. Where AI Assistant summarization and Auto CSAT processing occurs and how long transcripts are retained are not covered by any claim in this article. Whether customer voice and chat content is used to improve Cisco models across tenants is not covered by any claim in this article. Which non-English languages are in the AI Assistant beta is not covered by any claim in this article. The price per AI Assistant unit, the billing period overage behavior, and whether unused capacity rolls over are not covered by any claim in this article. The Cisco license consumption and reporting guide that covers AI Assistant usage reporting is not covered by any claim in this article. The Control Hub configuration steps and options for Real-Time Assist are not covered by any claim in this article.

See also

• See also Webex Contact Center Flow Designer architecture.
• See also Virtual agents and conversational IVR design.
• See also Automated call summarization and wrap-up.
• See also Agent assist and real-time guidance.
• See also AI quality management and auto scoring.
• See also Contact centre AI data residency retention and training boundaries.
• See also Recording consent and AI processing privacy.
• See also Webex AI Agent Studio scripted and autonomous agents.
• See also Cisco first-party Webex Contact Center repositories.
• See also Cisco AI transparency technical notes.
• See also Third-party model and speech vendors behind Webex contact centre AI.
• See also Employment decision safeguards on automated agent scoring.
• See also Contact center transcription and redaction.
• See also Model Context Protocol actions in Webex contact centre AI.
• See also Supported languages and voices for Webex AI agents.
• See also Unified CCX Webex AI Agent integration.
• See also Agentic apps registration approval and identity badges.
• See also Webex published MCP servers for external AI clients.
• See also Tool schema signature monitoring and drift handling.
• See also The Webex App Hub as a marketplace.

WarmTransfer. (2026, September 5). Webex Contact Center AI agent assist and virtual agents. WarmTransfer. https://warmtransfer.net/knowledge/webex-cc-ai-features

@misc{warmtransfer-webex-cc-ai-features,
  title  = {Webex Contact Center AI agent assist and virtual agents},
  author = {{WarmTransfer}},
  year   = {2026},
  url    = {https://warmtransfer.net/knowledge/webex-cc-ai-features},
  note   = {Verified 2026-09-05}
}