Scaling Virtual Support in the Pandemic Era: The AI Connection

Since the early days of the pandemic, we’ve partnered with government organizations and academic institutions to serve communities at scale with Contact Center Artificial Intelligence (CCAI). I sat down with Bill MacKenzie, IT liaison for the Upper Grand School District in Ontario, and Marco Palermo, director of digital government and modernization, to discuss how they embraced CCAI to introduce scalable service delivery to residents and students alike. I’m sharing more on their stories below, and for the full overview, check out our Google Cloud Public Sector Summit session, Scaling Virtual Support in the Pandemic Era: The AI Connection.

Upper Grand School District: Answering questions with speed and accuracy

Bill MacKenzie described the Upper Grand School District’s struggles at the beginning of the pandemic, particularly helping parents with IT issues. The staff-oriented help desk was not equipped to assist parents trying to securely login for students as young as kindergarten. Without sufficient support for parents, the District was struggling to handle thousands of phone calls a day.

To alleviate the manual strain, they turned to Quantiphi, a Google Cloud partner, to implement Google Cloud Dialogflow. They were fully functional within a few weeks. The new website provided real-time responses as well as clear documentation to help parents get up and running quickly.

“In the first 10 days, we had over 5,000 hits, and the accuracy rate was 92%,” MacKenzie said. 

The district doesn’t know what the future holds, but now that they have been through the process, they are confident they now understand how to create their own bots to meet critical needs.

City of Toronto: Getting critical information to the community

Marco Palermo explained how the city of Toronto was facing a very rapid and fluid situation at the beginning of the pandemic. Getting information to constituents was extremely important, and they needed alternative channels to deliver that information.

Toronto has been committed to workforce equity and inclusivity in order to best represent the diversity of its residents. As a result, solutions had to be accessible to all. The bot handled 25,330 unique users and addressed 20,174 total questions with an 80% accurate response rate in the first four months. It’s been a huge success for the city, with plans to expand its capabilities.

Personalized response to the pandemic challenge

I noted that even before the pandemic, government leaders were asking for a way to provide more flexible personal experiences and better support outside of normal business hours. Around 60% of constituents want more self-service options and 75% would happily interact with digital resources if they could get the answers they needed.

Google Cloud CCAI  addresses these needs with a single core of intelligence that provides a consistently high-quality conversational experience—human or virtual—across all channels and platforms. It can be deployed on legacy infrastructure without upgrades in an average of two weeks.

CCAI operates with a conversational core that centralizes the ability to talk, understand, and interact, orchestrating high-quality conversations at scale. It provides services in three different ways:

• Virtual Agent AI allows natural conversation with customers to identify and address their issues effectively
• Agent Assist AI helps human agents by providing real-time turn-by-turn guidance so they can better serve constituents
• Insight AI determines metrics and trends in real-time to enable faster and more accurate insights

CCAI provides consistency across every application. It can go off-script when answering complex questions, adjusting human conversation with the capacity to handle unexpected stops and starts, odd word choices, or implied meanings. It can also handle multiple use cases for the customer, such as taking payments, updating information, providing information, and more. By allowing agencies to automate routine tasks and reduce the amount of time employees need to dedicate to answering calls, the solution created cost savings for the agency.

Explore more on this session by visiting the Public Sector Summit on-demand video.

Scale-out workloads demand the best combination of performance and price to bring down the cost of delivering applications, all while providing an excellent user experience. We are excited to announce a new virtual machine (VM) family, Tau VMs, coming to Google Cloud. Tau VMs extend Compute Engine’s VM offerings with a new option optimized for cost-effective performance of scale-out workloads. 

T2D, the first instance type in the Tau VM family, is based on 3rd Gen AMD EPYC^TM processors and leapfrogs the VMs for scale-out workloads of any leading public cloud provider available today, both in terms of performance and workload total cost of ownership (TCO). The x86 compatibility provided by these AMD EPYC processor-based VMs gives you market-leading performance improvements and cost savings, without having to port your applications to a new processor architecture. 

As illustrated below, Tau VMs offer 56% higher absolute performance and 42% higher price-performance (est. SPECrate2017_int_base) compared to general-purpose VMs from any of the leading public cloud vendors.

What our customers and partners are saying

Snap
“At Snap, it is critical for our business to continue improving our scale-out compute infrastructure for key Snapchat capabilities like AR, Lenses, Spotlight and Maps,” said Cody Powell, Senior Engineering Manager, Snap Inc. “We were impressed when we tested Google Cloud’s new Tau VMs with Google Kubernetes Engine. While it’s early days, we believe we can gain double digits in infrastructure performance improvements for key workloads—enabling us to do more with less and invest even more in new features for our amazing Snapchat community.”

Twitter
“High performance at the right price point is a critical consideration as we work to serve the global public conversation,” said Nick Tornow, Platform Lead, Twitter. “We are excited by initial tests that show potential for double digit performance improvement. We are collaborating with Google Cloud to more deeply evaluate benefits on price and performance for specific compute workloads that we can realize through use of the new Tau VM family.”

DoiT
“DoiT partners with leading cloud vendors who are focused on growth and cost optimization,” said Yoav Toussia-Cohen, CEO, DoiT International. “In our preliminary testing of Google’s new Tau VMs with the Coremark benchmark, we were thrilled to see the incredible performance at 50% better than a comparable ARM-based offering from another leading public cloud. With Tau VMs, Google Cloud has set a new bar for price-performance, making the cloud even more accessible to digital-native companies. We are excited to bring Google’s Tau VMs to our joint customers.”

Designed for demanding scale-out workloads 

Tau VMs bring the benefit of Google’s long-standing experience engineering platforms for scale-out workloads to our customers. They come in multiple predefined VM shapes, with up to 60vCPUs per VM, and 4GB of memory per vCPU. They offer up to 32 Gbps networking bandwidth and a wide range of network attached storage options, making Tau VMs ideal for scale-out workloads including web servers, containerized microservices, data-logging processing, media transcoding, and large-scale Java applications. 

Google Kubernetes Engine support

Google Kubernetes Engine (GKE) is the de facto standard for organizations looking for advanced container orchestration, delivering the highest levels of reliability, security, and scalability. GKE supports Tau VMs on day 1, helping you optimize price-performance for your containerized workloads. You can add Tau VMs to your GKE clusters by specifying the T2D machine type in your GKE node-pools. 

Pricing

Tau VMs will be priced to support significant TCO and price-performance improvements for your cloud applications. A 32vCPU VM with 128GB RAM will be priced at $1.3520 per hour for on-demand usage in us-central1. 

Coming soon to a Google Cloud region near you

If you are interested in trying out T2D VMs when they become available in Q3 2021 please sign-up here.

In 2020, many businesses across industries turned their focus and investments towards digital strategies. APIs being an integral part of every organization’s digital disruption, will grow in relevance throughout 2021. Read the report to gain more insights on driving API-led digital transformations and in-depth analysis of Google Cloud’s Apigee API Management Platform usage data, case studies and third-party surveys conducted with tech leaders.

Businesses of all sizes use G Suite to breakdown information barriers and increase employee collaboration. It’s been especially helpful for start-ups and for those who run their own businesses, where juggling multiple jobs—from operations to administration to accounting—is second nature.

For many of these businesses, G Suite helps them collaborate securely and free up time so that they can focus on what really matters: their customers. Below are how three businesses use G Suite to both scale and mobilize while keeping their customers top of mind.

MobileOne Keeps its Employees Mobile

Workers spend up to 8 hours per week searching for, or consolidating, information. When you sift through emails to find files or dig through folders to attach documents, that time adds up.

MobileOne experienced this firsthand.

The company, which operates more than 125 T-Mobile premium retail stores in the US, found that its employees were sinking unnecessary time in email going back-and-forth searching for files.

Its previous productivity tools made it difficult to collaborate, especially for remote employees, and tough to share the latest information, like growth and performance metrics, at an accelerated pace. With this in mind, MobileOne moved to G Suite.

Revel Stark, MobileOne’s Director of Recruiting and Marketing, was heading to the beach with his family one Sunday when his colleague sent an urgent request for a document from him. It took just seconds to access the requested document in the Google Drive mobile app and share it, rather than having to search through files on a laptop, or wait until Monday when he was back in the office.

In addition, real-time editing in Docs and Sheets allows MobileOne employees to streamline how they share and edit documents since it eliminates version control. The company now creates central repositories of information in Docs and Sheets, ensuring everyone is working with the most up-to-date information, saved securely in the cloud.

JBGoodwin Realtors Streamlines Business Processes to Create New Home Owners

As a real-estate company with multiple offices in Texas and clients across the country, JBGoodwin Realtors needed a secure productivity solution that powered real-time employee collaboration.

But it also looked to a solution to help reduce costly maintenance, archive information securely in the cloud, and open up opportunities to streamline business processes. The company turned to G Suite to help.

By moving to G Suite, JBGoodwin Realtors adopted a cloud-first strategy that improved its data security by catching phishing attempts before they reached employees, and as a result, helped reduce time spent on platform maintenance by 30 percent.

Because Gmail allows users to easily archive emails in the cloud, the company no longer needs to invest in hard drive space to save messages. Its employees can easily access emails securely on any device both online or offline. Plus, the company can rest assured that their information stays secure with the help of built-in phishing protections.

Finally, via resources in the G Suite Marketplace, JBGoodwin Realtors automated its manual processes by connecting G Suite data with its CRM and marketing tools, so that its realtors can focus on making valuable connections with potential clients instead of inputting data in multiple systems.

TrueCar Drove a Smooth Transition to G Suite 

More than 1.5 billion people use Gmail everyday. Since employees are often already comfortable with using Gmail in their personal lives, transitioning to using it at work is a smooth process.

This was crucial for TrueCar, an automotive resale marketplace that connects sellers with potential buyers (and arms them with pricing information). Minimal onboarding support and training was needed when implementing G Suite.

The team took advantage of G Suite’s User Interface customizations, which can be tailored to a user’s preference in Settings. For example, at TrueCar, admins customized their Calendar interface to be a side-by-side calendar view so they could easily see multiple schedules on a single screen.

With G Suite, there are many ways to customize your apps to help you stay productive.