Google Dialogflow / Contact Center AI
by Google (Alphabet) (Google Cloud)
Superseded branding
“Contact Center AI (CCAI)” was reportedly rebranded to Customer Engagement Suite with Google AI in 2024 (exact date not verified). Secondary sources report that on 2026-09-24 Google’s CES, Conversational Agents, Conversational Insights and Agent Assist pages redirected to the umbrella Gemini Enterprise for Customer Experience; the agent builder is now called CX Agent Studio and Conversational Insights became Customer Experience Insights. Per the same secondary sources, the Dialogflow technology continues under these names.
What it is
A conversational-AI platform for virtual agents (voice and chat), real-time agent assist and conversation analytics in contact centers.
Product names (2026)
| Older name | Current name / status |
|---|---|
| Dialogflow CX | Folded into Conversational Agents (combines generative playbooks and deterministic flows); the legacy CX console was scheduled for deprecation on 2025-10-31 |
| Dialogflow ES | Still documented; no end-of-support date announced in the release notes (2026-10-02). Google recommends CX/Conversational Agents for complex agents |
| Contact Center AI | Customer Engagement Suite (2024) → Gemini Enterprise for Customer Experience (2026, secondary source) |
| Agent Assist | Real-time suggestions for human agents |
| Conversational Insights | Customer Experience Insights (rename per secondary source) |
Features
- Flow-based plus generative (playbook) virtual agents across telephony, web chat, SMS and messaging
- Agent Assist: live suggested replies, knowledge retrieval, transcription
- Insights: conversation analytics, topic extraction
- Speech-to-Text / Text-to-Speech integration; telephony partner integrations (partner list not verified)
Billing model (check Google Cloud pricing)
Per secondary sources, classic Conversational Agents are billed per chat request plus per-second voice, and the newer CX Agent Studio builder per chat or voice session; billing for Agent Assist, Insights and the CCaaS platform was not verified. Current prices: see the Google Cloud pricing page.
Security note
Google’s release notes record a playbook-import authorization vulnerability patched 2026-03-15, and a Dialogflow Messenger auth bypass fixed in versions from 2025-08-20 on.
Limitations
- Data residency and compliance requirements (e.g. PCI, HIPAA, GDPR) should be checked per region
- Possible platform lock-in on CX flows (opinion)
- Generative responses need monitoring and guardrails (opinion)
Related
google-assistant (consumer assistant, unrelated product line)
Open items
- The 2026-09-24 redirect of the CES pages, CX Agent Studio naming and billing details come from secondary sources (TechTarget, CMSWire, getmacha.com; re-confirmed by search 2026-10-05); the Google product page exists under the new name but its content was not retrievable. Confirm on the Google Cloud pricing page.
Sources
- https://docs.cloud.google.com/dialogflow/docs/release-notes (2026-10-02)
- https://cloud.google.com/products/gemini-enterprise-for-customer-experience (2026-10-02, name confirmed, content truncated)
- https://www.techtarget.com/enterprise-software/news/366612736/Google-rebrands-contact-center-tech-adds-more-AI (2026-10-02)
- https://www.getmacha.com/blog/google-customer-engagement-suite-complete-guide (secondary, 2026-10-02)