How to Manage Complexity While Going Multi-Cloud with Anthos - Build What's Next

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How to Manage Complexity While Going Multi-Cloud with Anthos


Today’s success depends more than ever on making the most of both on-premises investments and the various cloud offerings available to you. Come learn about how Google Cloud is bringing to you simplified operations everywhere to help you succeed in a world of hybrid, multi cloud and edge scenarios that could otherwise threaten to fragment your deployment. Use Anthos to take an uncompromising stand on quality infrastructure everywhere for your applications.

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Contact Center AI (CCAI) with Agent Assist can Lower Opex and Handle 28% More Chats

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Agent Assist for Chat has AI-powered Smart Reply and Knowledge Assist features that can handle 28 per cent more chats concurrently, speed up chat response rate by up to 15 per cent and increase CSAT by 10 per cent.

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.

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API Management with Istio

Kubernetes can be a great orchestration platform for your microservices but these services can grow complex and difficult to manage. Istio simplifies the life of organizations contemplating a “microservices” approach, or who are simply deploying many services that communicate with each other. Istio creates a “service mesh” that routes traffic between interrelated services in a secure and robust way so that the developers of each individual service can focus on what a service does rather than  the details of how it communicates. Both Istio and Apigee provide complementary capabilities to teams building APIs and services in today’s world.

Join us as we walk you through Istio and several ways it can help you wrangle your applications. In this video, we’ll be working with Apigee to manage a full API.

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Case Study

FedEx Ground Makes Talent Recruitment More Effective with AI

FedEx Ground is a package shipping company and is a subsidiary of FedEx. It wanted to make hiring easier, and more intuitive so that it could hire the best people.

“We need to have every advantage we can to recruit and retain talent. That’s what led us to the work with Google and its capabilities,” says Matt Tokorcheck, VP, Operations, Support and Engineering, FedEx Ground

The challenge was the narrow slotting of job roles. The openings were listed under specific headings which revolved around job types or departments–and if applicants didn’t fit or understand those categories, they didn’t apply.

Take, for example, applicants that came from the military. “Many of my fellow service members and veterans expressed difficulty in finding a job post the military because a lot of the skill sets that they’ve developed and honed over their military career aren’t as useful in the civilian world,” says David Henderson, Industrial Engineer, FedEx.

So FedEx Ground decided to work with Google Cloud’s AI-powered talent solution.

“As a job seeker when you come to our career site to search for jobs, that search is powered by Jibe and the Google Jobs API. And it really matches the keywords that a job seeker inputs with the jobs that are available at FedEx Ground, says Shailesh Bokil, MD, Talent Acquisition and Planning, Fedx Ground.

This makes job hunting a very intuitive experience for applicants.

“When I type into the search bar, I was immediately prompted to input my MOS, which is your military occupational specialty. And what it (the system) does is it takes the skills that are developed while serving in that MOS0 and matches them with skill sets that employers are looking. When I input 12A (an MOS), immediately I was getting results back for various engineer positions.

To find out more about how FedEx Ground employs AI-powered talent solution, watch the video.

Blog

A CIO’s Guide to the Cloud: Hybrid and Human Solutions to Avoid Trade-offs

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IT modernization — including migrating to the cloud — is key to business growth and agility. The barrier to reaching the goal is based on trade-offs that CIOs themselves feel they must make to strike a balance between the perfect and the possible.

What do CIOs and CTOs deliver for the company? If you said “technology,” that’s just the beginning. According to their research, McKinsey found that 85% of CIOs and CTOs interviewed in the spring of 2019 said they were essential for at least two of the three most common CEO priorities—revenue acceleration, improved agility and time to market, and cost reduction.

IT modernization – including migrating to the cloud – is key to business growth and agility. Yet, according to a recent McKinsey study, 80% of CIOs report that regardless of their level of cloud migration, they still haven’t reached their projected agility and business benefits. Sometimes, this is because of issues like training and skills gaps in the IT workforce. Surprisingly often though, the barrier to reaching the goals is based on trade-offs that CIOs themselves feel they must make to strike a balance between the perfect and the possible.

But what if you could have it all without the trade-offs? As Will Grannis, Managing Director of the CTO Office at Google, and Arul Elumalai, Partner at McKinsey & Company discussed in our recent digital conference, many of the compromises CIOs make can be avoided with new technology, modern architectures and by encouraging a transformation mindset across the business. In interviews, CIOs explained how they’ve leveraged the best of the cloud without compromising on security, agility, and flexibility. Here’s how these leaders avoid three of the top perceived trade-offs—both with technology and by transforming their operating model.

Trade-off #1: Developer agility vs. control and governance

Moving to the cloud offers new opportunities for speed, but 69% of organizations indicate that stringent security guidelines and code review processes can slow developers significantly. One CISO of a multinational company mentioned that cloud development was so fast that they had to institute manual checks on their developers’ code. So much for agility. 

To overcome this trade-off and maintain both speed and security, some respondents found success in DevOps, hiring security-experienced talent and introducing automation for security and quality. Building in security into the CI/CD pipeline and increasing automation don’t just eliminate the tradeoff, they result in higher quality and faster innovation.

At Google Cloud, we’ve also observed that customers with strong DevOps practices have increased speed-to-market and product/service quality. From our own journey, we’ve learned seven critical lessons essential to adopting a DevOps model, ranging from taking up small projects and embracing open source to building an overall DevOps culture.

Trade-off #2: Single-vendor benefits vs. freedom from lock-in

CIOs perceive benefits to using the fewest number of clouds, specifically avoiding introducing multiple systems that require their teams to develop and maintain multiple skillsets. Unfortunately, 83% of the CIOs interviewed said that while they would prefer fewer clouds, the potential financial and technical lock-in drives them to multiple providers. 

Successful CIOs said that they can avoid lock-in pitfalls not just with contractual guardrails and executive and board education, but with evolving hybrid cloud technologies that provide additional choices. Hybrid cloud platforms based on containers can further mitigate the risk of using a single cloud vendor. The key to successful hybrid architectures is the infrastructure abstraction and portability that containers create for them, enabling disparate environments to work together. 

This notion has been at the heart of our strategy at Google Cloud with Anthos, which provides an abstraction layer and an application modernization platform for hybrid and multi-cloud environments. Enterprises can use Anthos to modernize how they develop, secure, and operate hybrid-cloud environments and enable consistency across cloud environments.

Trade-off #3: Best-of-breed tools vs. standardization and familiarity

Optimizing tool chains for different environments can improve productivity, but many CIOs believe that this means reduced functionality and tools. While 77% of CIOs said they had to standardize to the lowest common denominator, some have found a better solution. Rather than giving up the languages, libraries, and frameworks that their teams prefer, effective leaders said that they found success by investing in training programs to upscale talent and adopting new open and vendor-agnostic solutions. Architectures that are based on open-source components have been the keys that helped remove this tradeoff, and eliminate the notion of a lowest common denominator. 

This is why we have built Anthos on open-source components like Kubernetes, Istio and Knative. Anthos gives your business the choice you need. With the ability to create code that works in most environments using the tools, languages, and systems you prefer, you can do more without major changes to how you work.

Regardless of your current cloud adoption level, check out “Unlock business acceleration in a hybrid cloud world” to discover more about McKinsey’s findings, including how CIOs drive agility, methods to make trade-offs unnecessary, and how to prepare your team for the cloud. Then, stay tuned for subsequent posts that  take a closer look at how hybrid solutions and strategies can help CIOs drive a transformation mindset across the business—without compromising on security, agility, and flexibility.

E-book

The Digital Transformation Journey

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Aspiration is easy, but execution is hard. Few concepts illustrate this as well as digital transformations.

Most businesses today are at some phase of their digital transformation journey. While some are evaluating strategies and solutions, many companies have already embarked on full-scale project implementations. However, one thing is clear. While most business and IT leaders aspire to revamp their businesses, executing a well-defined digital transformation strategy is extremely complicated. The hurdles are both cultural and technological.

This e-Book breaks down the process of creating a digital transformation strategy into ten core dimensions: platform, APIs, outside-in, ecosystem, leadership, funding, metrics, software development lifecycle, talent, and self-service. Read on to understand how companies like Walgreens, Ticketmaster, Magazine Luiza, AccuWeather, and Pitney Bowes, are successfully charting their digital transformation journey with the help of Apigee Compass and evolving their businesses.

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