Gen AI Leader
Deep Dive
This block covers the offerings aimed at improving interaction with end customers: search that grounds answers with external sources, and the set of Customer Engagement Suite products for call centers and customer support.
Contents
"External" here refers to search aimed at end customers or users outside the organization (as opposed to searching only over an employee's internal data). Google Cloud offers two complementary layers.
Agent Search in Gemini Enterprise Agent Platform
Agent Search lets you build Google-quality search experiences over the company's own content (website, product catalog, public documentation), combining semantic retrieval with answer generation.
Google Search as grounding
Google Cloud's models and agents can ground (grounding) their responses using real-time Google Search results, reducing hallucinations about recent events or constantly changing information.
Key difference
Agent Search searches within the company's own content; grounding with Google Search complements that with up-to-date, public knowledge from the open web. They can be combined within the same agent.
The Customer Engagement Suite is Google Cloud's set of products focused specifically on modernizing customer support and contact centers with generative AI, combining four complementary components.
Conversational Agents
Chatbots and voice agents that interact directly with end customers, automating frequent inquiries.
Agent Assist
Assists the human agent in real time: suggests responses, summarizes the issue, and recommends help articles.
Conversational Insights
Analyzes the historical volume of conversations to detect patterns, recurring complaints, and improvement opportunities.
Contact Center as a Service
Complete cloud contact center infrastructure (routing, queues, agent management) on top of which the other components are integrated.
Conversational Agents is the platform for building chatbots and voice agents that interact directly with end customers — via chat, phone voice, or within an app — automating frequent inquiries without human intervention.
Use case
An airline deploys a conversational agent that answers questions about flight status, changes a reservation, or escalates to a human agent when the inquiry is too complex to resolve automatically.
Agent Assist does not replace the human agent — it assists them in real time during a live call or chat: suggesting responses, summarizing the customer's issue, and recommending relevant knowledge base articles at the exact moment of the conversation.
Difference from Conversational Agents
Conversational Agents automates the entire conversation with the customer (the customer talks to the bot). Agent Assist assists a human who continues to be the one talking with the customer — the human remains at the center of the interaction, with AI as a copilot.
Conversational Insights analyzes the historical volume of conversations (calls, chats) to detect patterns: recurring complaint topics, moments of customer dissatisfaction, script or policy compliance, and opportunities to improve service.
Business value
Lets a call center manager identify, without manually listening to thousands of calls, that 30% of a month's calls mention a specific billing issue — an actionable signal for the business, generated automatically from conversations that already took place.
Contact Center as a Service is the complete contact center infrastructure delivered as a cloud service (call routing, queues, management of human agents), on top of which Conversational Agents, Agent Assist, and Conversational Insights are integrated.
How the four components fit together
CCaaS is the operational foundation of the cloud contact center. Conversational Agents automates complete interactions. Agent Assist supports the human agent live. Conversational Insights analyzes the history to improve service. All four can be deployed together as a comprehensive customer experience solution.
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Test what you just learned
A telecommunications company wants its human support agents to receive response suggestions and summaries in real time during calls, without replacing human interaction with the customer. Which Customer Engagement Suite component addresses this need?
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