Contact Center AI (CCAI) brings Google’s innovation in conversational AI to solve the most challenging customer service needs while lowering operational costs. More than a thousand customers have deployed CCAI and are steadily turning it on to power their production contact centers.

Today, we’re excited to announce that we’ve made CCAI even stronger with Agent Assist for Chat, now in public preview.

Agent Assist provides your human agents with continuous support during their calls and now chats by identifying the customers’ intent and providing them with real-time recommendations such as articles and FAQs as well as responses to customer messages to more effectively resolve the conversation.

Customers using Agent Assist for Chat have been able to manage up to 28% more conversations concurrently, while also driving up customer satisfaction by 10%. Additionally, we’ve seen them respond up to 15% faster to chats, reducing chat abandonment rates and solving more customer problems.

Agent Assist provides two key components to help agents manage conversations better: 

• Smart Reply provides response suggestions to agents so they can quickly and appropriately respond to customer messages. These suggestions can be taken from your top performing agents as well as modified even further to ensure suggestions properly reflect the tone and voice of your brand. Agent Assist learns when and what recommendations to make by building a custom model that’s trained on your (and only your) data.
• Knowledge Assist unlocks the power of your knowledge base to provide articles and FAQ suggestions to agents in real-time as the conversation progresses. When using Knowledge Assist, agents no longer need to make the customer wait while they navigate multiple applications and data to find the resolution to the customer’s issue — the answer is delivered right to them.  

“We’ve been very impressed by the chat capabilities of Agent Assist,” said Chris Smith, Vice President of Digital Service at Optus, one of the largest telecommunications companies in Australia

Optus has been using CCAI Dialogflow CX to send queries to virtual agents and sees great potential to use Agent Assist to provide recommendations to their customer support representatives. They expect Agent Assist to help minimize repetitive tasks by providing response and typeahead suggestions, helping improve the efficiency of their agents and the quality and consistency of service they provide.

Another customer, LoveHolidays, is using Agent Assist to support their agents and customers in the travel industry. 

“Agent Assist has been a beneficial aid to agents and our customers alike… It gives us the power to flex our contact center staff levels in hours not weeks,” said Eugene Neale, Director of CX Engineering & Business IT at LoveHolidays

Analysts say online chat is becoming one of the most popular ways to reach out to businesses for customer support. IDC research finds that single-function contact centers worldwide are increasingly rare — in 2020, although phone/voice is still responsible for most interactions (at around 18%); email is responsible for around 13% of interactions, and live chat (without automation) is responsible for around 8% of interactions, according to IDC, Toward the AI-Powered Contact Center, Doc # EUR147017320, December 2020.

Deploying CCAI with Agent Assist for Chat

As part of Google’s Contact Center AI suite, Agent Assist provides a seamless handoff from chats managed by your Dialogflow CX virtual agents. If a conversation or customer requires a live agent, Agent Assist will help your team pick it up quickly and drive it to a satisfying resolution. 

Historically, when managers saw contact center volumes increase they had two choices: allow customers to wait longer to speak to someone (lowering customer satisfaction) or bring on more agents (increasing cost to serve).  Deploying CCAI provides contact center leaders with a third choice: equip agents with tools like, Agent Assist for Chat, to efficiently manage customer interactions while maintaining high quality service.

Global CCAI partners support Agent Assist for Chat

Agent Assist for Chat is a set of public APIs that your engineering team can integrate directly into an agent desktop to control the agent experience from end-to-end. For a more out-of-the-box solution, we have partnered with LivePerson and 247.ai to build Agent Assist directly into their agent desktops.

“Integrating our Conversational Cloud directly with Agent Assist means agents can leverage cutting-edge productivity AI to build even further on the massive ROI of conversational commerce, from reduced agent effort and time-to-respond to increased customer satisfaction and revenue,” said Alex Spinelli, CTO of LivePerson. 

More Agent Assist resources

To learn more, check out the Agent Assist webpage. Give Agent Assist a try by training a model and then testing it using the Agent Assist simulator.

The Google Maps Platform Android SDK supports extensions for reactive programming, which helps you write code to handle asynchronous operations.

Write reactive and responsive mapping applications with Google Maps Platform

In mobile apps, asynchronous events can happen at any point in time: user touch events, waiting for network calls to complete, or receiving push notifications, to name a few. As an app developer, accounting for these events and composing them with other asynchronous events can be challenging. Reactive programming is an alternative to passing callbacks for different events and helps simplify the process of working with asynchronous events. In reactive programming, events are modeled as a stream, emitting items over time.

https://youtube.com/watch?v=1TmJvOZfBVQ%3Fenablejsapi%3D1%26

There are two libraries you can use to write reactive code: Kotlin Flows and RxJava. The next two videos show you how to use each one.

Writing reactive and responsive mapping applications using Kotlin

If you’re a Kotlin developer looking to use Coroutines and Flows, the KTX library allows you to use Kotlin Flows to receive events. The Maps KTX library includes extension functions that return Kotlin Flow objects, so you can listen to events in a reactive manner. Unlike suspending functions, which return a single value, Kotlin Flows can return several values over time. For example, you can use a Flow to receive camera event changes over time. To get started using Kotlin Flows in your app, include the Maps KTX library in the dependencies section in your build.gradle file.

https://youtube.com/watch?v=Cotx1ZmEYg8%3Fenablejsapi%3D1%26

Creating reactive maps on Android with RxJava

Integrate Google Maps Platform SDKs with popular Android library RxJava. RxJava is the Java implementation of Reactive Extensions, which is a library for composing asynchronous and event-based programs using observable sequences. One thing RxJava does is allows you to convert callback-based asynchronous code into a chain of transformations. Learn how this works and the other ways you can use RxJava in the third video in this series.

https://youtube.com/watch?v=AgGE7fAMrdA%3Fenablejsapi%3D1%26

​​We hope you learn more about reactive programming concepts to help you build responsive and reactive mobile apps in this three-part YouTube series. Have ideas for helpful videos you’d like to see on our channel? Leave a comment on any of our videos. And don’t forget to subscribe to our YouTube channel for the latest updates, tutorials, customer stories, and more.

For more information on Google Maps Platform, visit our website.

The software development process requires complex, cross-functional collaboration while continuously improving products and services. Our customers who build software say that they value Google Workspace for its ability to drive innovation and collaboration throughout the entire software development life cycle. Developers can hold standups and scrums in Google Chat, Meet, and Spaces, create and collaborate on requirements documentation in Google Docs and Sheets, build team presentations in Google Slides, and manage their focus time and availability with Google Calendar.

Development teams also use many other tools to get work done, like tracking issues and tasks in Atlassian’s Jira, managing workloads with Asana, and incident management in PagerDuty. One of the benefits of Google Workspace is that it’s an open platform tailored to improve the performance of your tools by seamlessly integrating them together. We’re constantly expanding our ecosystem and improving Google Workspace, giving you the power to push your software development even further.

Make software development more agile

Google Workspace gives you real-time visibility into project progress and decisions to help you ship quality code fast and stay connected with your stakeholders, all without switching tools and tabs. By leveraging applications from our partners, you can pull valuable information out of silos, making collaborating on requirements, code reviews, bug triage, deployment updates, and monitoring operations easy for the whole team. This allows your teams to stay focused on their priorities while keeping everyone aligned, ensuring collaborators are always in the loop.

Plan and execute together

When combined with integrations, Google Workspace makes the software development planning process more collaborative and efficient. For example, many organizations use Asana—a leading work management platform—to coordinate and manage everything from daily tasks to cross-functional strategic initiatives. To make the experience more seamless, Asana built integrations so users can always have access to their tasks and projects with Google Drive, Gmail, and Chat. With these integrations for Google Workspace, you can turn your conversations into action and create new tasks in Asana—all without leaving Google Workspace.

“We’ve seen exceptional, heavy adoption of tasks being created from within the Gmail add-on. Our customers and community have also shown very strong interest in future development work, which is something we’ll continue to prioritize.” Strand Sylvester, Product Manager, Asana

To date, users have installed the Asana for Gmail add-on over 2.5 million times, as well as over 3.8 million installs of the Asana for Google Workspace add-on for Google Drive.

Start coding quickly

Google Workspace makes it easy for product managers, UX designers, and engineers to agree on what they’re building and why. By bringing all stakeholders, decisions, and requirements into one place—whether it’s a Gmail or Google Chat conversation, or a document in Google Docs, Sheets, or Slides—Google Workspace removes friction, helping your teams finalize product specifications and get started right away.

Integrations like GitHub for Google Chat make the entire development process fit easily into a developer’s workflow. With this integration, teams can quickly push new commits, make pull requests, do code reviews, and provide real-time feedback that improves the quality of their code—all from Google Chat.

Speed up testing

Integrations like Jira for Google Chat accelerate the entire QA process in the development workflow. The app acts as a team member in the conversation, sending new issues and contextual updates as they are reported to improve the quality of your code and keep everyone informed on your Jira projects.

Ship code faster

Developers use Jenkins—a popular open-source continuous integration and continuous delivery tool—to build and test products continuously. Along with other cloud-native tools, Jenkins supports strong DevOps practices by letting you continuously integrate changes into the software build.

With Jenkins for Google Chat, development and operations teams can connect into their Jenkins pipeline and stay up to date by receiving software build notifications directly in Google Chat.

Proactively monitor your services

Improving the customer experience requires capturing and monitoring data sources to improve application and infrastructure observability. Google Workspace supports DevOps teams and organizations by helping stakeholders collaborate and troubleshoot more effectively. When you integrate Datadog with Google Chat, monitoring data becomes part of your team’s discussion, and you can efficiently collaborate to resolve issues as soon as they arise.

The integration makes it easy to start a discussion with all the relevant teams by sharing a snapshot of a graph in any of your Chat spaces. When an alert notification is triggered, it allows you to notify each Chat space independently, precisely targeting your communication to the right teams.

Improve service reliability

Orchestrating business-wide responses to interruptions is a cross-functional effort. When revenue and brand reputation depends on customer satisfaction, it’s important to proactively manage service-impacting events. Google Workspace supports response teams by ensuring that urgent alerts reach the right people by providing teams with a central space to discover incidents, find the root cause, and resolve them quickly.

PagerDuty for Google Chat empowers developers, DevOps, IT operations, and business leaders to prevent and resolve business-impacting incidents for an exceptional customer experience—all from Google Chat. See and share details with link previews, and perform actions by creating or updating incidents. By keeping all conversations in a central space, new responders can get up to speed and solve issues faster without interrupting others.

Accelerate developer productivity

Integrating your DevOps tools with Google Workspace allows your development teams to centralize their work, stay focused on what’s important—like managing their work—build code quickly, ship quality products, and communicate better during service impacting incidents. For more apps and solutions that help centralize your work so you and your teams can connect, create, and get things done, check out Google Workspace Marketplace, where you’ll find more than 5,300 public applications that integrate directly into Google Workspace.