Dialogflow CX
Enterprise conversation design with Gemini intelligence. We build Dialogflow CX virtual agents for complex customer journeys with proper flow management and state control.
Core capabilities
Dialogflow CX combines visual flow design with Gemini-powered natural language understanding for sophisticated virtual agents.
Visual flow builder
Design conversations as flows with states, transitions and conditions. Conversations are managed as proper state machines with clear, auditable transitions.
Gemini integration
Leverage Gemini's advanced reasoning for natural language understanding, generative fallbacks and conversation summarisation.
Version control
Manage changes with environments and versions. Deploy safely with rollback capability and promote through development, staging and production.
Gemini-powered features
Dialogflow CX now includes generative AI capabilities that enhance structured flows without replacing them.
Data store agents
Connect knowledge bases and let Gemini generate responses grounded in your content for accurate, sourced answers.
Generative fallbacks
When structured flows do not match, Gemini provides intelligent fallback responses rather than unhelpful error messages.
Conversation summarisation
AI-powered summaries for agent handoff and analytics, ensuring context is preserved when escalating to humans.
Response rephrasing
Dynamic response generation that maintains structured flow control while making responses more natural and contextual.
State machine architecture
Page-based conversation structure with clear states, transitions and conditions that make complex flows manageable.
Built-in testing
Simulation and testing tools that verify behaviour before deployment, reducing the risk of production issues.
Use cases for Dialogflow CX
Customer service
Structured processes like booking, account management and support triage with consistent, predictable handling.
Contact centre AI
Virtual agents integrated with Google CCAI for voice and chat across your contact centre operations.
Transactional conversations
Flows involving forms, validation and system interactions where reliability and data integrity are critical.
Multi-language support
Serving customers across languages with consistent conversation quality and flow logic.
Knowledge assistants
Combining structured flows with Gemini-powered responses grounded in your knowledge base content.
IVR modernisation
Replacing legacy IVR systems with conversational virtual agents that understand natural language.
Integration and deployment
Dialogflow CX integrates with Google Cloud services, telephony systems, messaging channels and business systems.
Google Cloud
Native integration with Cloud Functions, BigQuery, Cloud Storage and other GCP services.
Telephony
Direct telephony integration for voice virtual agents and contact centre deployments.
Webhooks
Connect to any external system via webhooks for fulfilment, validation and data retrieval.
Frequently Asked Questions
When is Dialogflow CX a good fit?
When you need multi-turn journeys with predictable behaviour, clear state management and enterprise controls. Especially strong for structured processes.
Do we have to use the Gemini features?
No. CX works with structured flows alone. Generative features are optional and should be used where they add clear value to the conversation experience.
How do you prevent LLM drift in conversations?
Keep core routing and process logic deterministic. Constrain generative features to safe zones where drift has limited impact on outcomes.
How do you test CX agents properly?
Scenario coverage for key journeys and edge cases, simulation runs, environment-based releases with rollback and ongoing conversation analytics.
Build with Dialogflow CX
We help organisations design and deploy Dialogflow CX virtual agents. Book a call to discuss your conversational AI needs.