Target Leverages Google Cloud to Create Market-defining Online Experience - Build What's Next

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Target Leverages Google Cloud to Create Market-defining Online Experience

In the hyper-competitive world of online retail sales, ease-of-use and transaction speed can make or break business outcomes. However, a few years ago US Retail giant Target was going through a period of uncertainty.

While the company had over 1800 stores across the US with an estimated 85% of US consumers shopping at a Target store and over 25 million people visiting the Target website or using its app each month, it was still losing ground.

In spite of having millions of loyal customers, the company was dangerously late on digital and its technology wasn’t keeping pace with unstable systems to boot. The company faced the twin challenges of trying to operate today’s business as efficiently as possible and creating tomorrow’s business as quickly as possible. On the one hand it needed productivity and stability and on the other it wanted speed and disruption. Not an easy task to accomplish.

That’s when Target decided to use Google Cloud to solve its challenges. See how Target leveraged Google Cloud to create a market-defining online experience that has made customers happier and more loyal.

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How Google Cloud’s PSO Supports Customers’ Migration Goals

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Google Cloud's Professional Services Organization (PSO) ensures customers are supported throughout their cloud journey. Read the blog to explore how PSO is equipped to ease cloud migration journey with necessary tools and guidance.

Google Cloud’s Professional Services Organization (PSO) engages with customers to ensure effective and efficient operations in the cloud, from the time they begin considering how cloud can help them overcome their operational, business or technical challenges, to the time they’re looking to optimize their cloud workloads. 

We know that all parts of the cloud journey are important and can be complex.  In this blog post, we want to focus specifically on the migration process and how PSO engages in a myriad of activities to ensure a successful migration.

As a team of trusted technical advisors, PSO will approach migrations in three phases:

  1. Pre-Migration Planning
  2. Cutover Activities
  3. Post-Migration Operations

While this post will not cover in detail all of the steps required for a migration, it will focus on how PSO engages in specific activities to meet customer objectives, manage risk, and deliver value.  We will discuss the assets, processes and tools that we leverage to ensure success.

Pre-Migration Planning

Assess Scope

Before the migration happens, you will need to understand and clarify the future state that you’re working towards.  From a logistical perspective, PSO will be helping you with capacity planning to ensure sufficient resources are available for your envisioned future state.

While migration into the cloud does allow you to eliminate many of the considerations for the physical, logistical, and financial concerns of traditional data centers and co-locations, it does not remove the need for active management of quotas, preparation for large migrations, and forecasting.  PSO will help you forecast your needs in advance and work with the capacity team to adjust quotas, manage resources, and ensure availability. 

Once the future state has been determined, PSO will also work with the product teams to determine any gaps in functionality.  PSO captures feature requests across Google Cloud services and makes sure they are understood, logged, tracked, and prioritized appropriately with the relevant product teams.  From there, they work closely with the customer to determine any interim workarounds that can be leveraged while waiting for the feature to land, as well as providing updates on the upcoming roadmap.  

Develop Migration Approach and Tooling

Within Google Cloud, we have a library of assets and tools we use to assist in the migration process.  We have seen these assets help us successfully complete migrations for other customers efficiently and effectively.

Based on the scoping requirements and tooling available to assist in the migration, PSO will help recommend a migration approach.  We understand that enterprises have specific needs; differing levels of complexity and scale; regulatory, operational, or organization challenges that will need to be factored into the migration.  PSO will help customers think through the different migration options and how all of the considerations will play out.

PSO will work with the customer team to determine the best migration approach for moving servers from on-prem to Google Cloud. PSO will walk customers through different migration approaches, such as refactoring, lift-shift, or new installs. From there, the customer can determine the best fit for their migration. PSO will provide guidance on best practices and use cases from other customers with similar use cases. 

Google offers a variety of cloud native tools that can assist with asset discovery, the migration itself, and post-migration optimization. PSO, as one example, will help work with project managers to determine the best tooling that accommodates the customer’s requirements for migrating servers. PSO will also engage Google product team to ensure the customer fully understands the capabilities of each tool and the best fit for the use case. Google understands from a tooling perspective, one size does not fit all, thus PSO will work with the customer on determining the best migration approach and tooling for different requirements. 

Cutover Activities

Once all of the planning activities have been completed, PSO will assist in making sure the cutover is successful.

During and leading up to critical customer events, PSO can provide proactive event management services which deliver increased support and readiness for key workloads.  Beyond having a solid architecture and infrastructure on the platform, support for this infrastructure is essential and TAMs will help ensure that there are additional resources to support and unblock the customer where challenges arise.

As part of event management activities, PSO liaises with the Google Cloud Support Organization to ensure quick remediation and high resilience for situations where challenges arise.  A war room is usually created to facilitate quick communication about the critical activities and roadblocks that arise.  These war rooms can give customers a direct line to the support and engineering teams that will triage and resolve their issues.

Post-Migration Activities

Once cutover is complete, PSO will continue to provide support in areas such incident management, capacity planning, continuous operational support, and optimization to ensure the customer is successful from start to finish.

PSO will serve as the liaison between the customer and Google engineers. If support cases need to be escalated, PSO will ensure the appropriate parties are involved and work to get the case resolved in a timely manner. Through operational rigor, PSO will work with the customer in determining if certain Google Cloud services will be beneficial to the customer objectives. If services will add value to the customer, PSO will help enable the services so it aligns with the customer’s goal and current cloud architecture. In cases where there are missing gaps in services, PSO will proactively work with the customer and Google engineering teams to close the gaps by enabling additional functionality in the services.  

PSO will continue to work with the engineering teams to consistently review and provide recommendations on the customer’s cloud architecture in ensuring the most optimal and cost efficient design along with adhering to Google’s best practices guidelines. 

Aside from migrations, PSO is also responsible for providing continuous training of Google Cloud to customers. To ensure consistent development of Google Cloud, PSO will work with the customer to jointly develop a learning roadmap to ensure the customer has the necessary skills to succeed in delivering successful projects in Google Cloud.

Conclusion

Google PSO will be actively engaged throughout the customer’s cloud journey to ensure the necessary guidance, methodology, and tools are presented to the customer. PSO will engage in a series of activities from pre-migration planning to post migration in key areas such as capacity planning to ensure sufficient resources are allocated for future workloads to providing support on technical cases for troubleshooting. PSO will serve as a long-term trusted advisor who will be the voice of the  customer and provide the reliability and stability of the customer’s Google Cloud environment.

Click here if you’d like to engage with our PSO team on your migration. Or, you can also get started with a free discovery and assessment of your current IT landscape.

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Demystifying FinOps on Google Cloud: Whitepaper

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FinOps is a concept similar to DevOps, but with a different set of goals. Cloud FinOps is an operational framework and cultural shift that brings together technology, finance and business to drive financial accountability and accelerate business value realization. In layman terms, FinOps aims to help companies achieve most out of every dollar invested on cloud technology. It includes a broad set of existing and net-new processes or frameworks that breaks silos across functions, and build a better working model to achieve collaboration, agility, ownership and value.

Rest your anxieties about the changes in mindset and organizational behavior around current financial management practices while taking full flexibility benefits of cloud. Ease your cloud migration journey and value realization as experts at Google Cloud have shared best-practices, insights and action items to implement FinOps on Google Cloud in this whitepaper. Download now!

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Hybrid Work with Google Workspace: What Customers can Expect

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After the announcement of Google's vision of hybrid workplace in June, Google Workspace brings forth ways it can help customers' organizations transform experiences in the emerging hybrid world with tools and best-practices!

In June, we shared our vision for navigating the future of hybrid work with a single connected experience in Google Workspace. Now, as many of our customers begin to embark on their own hybrid journeys, I wanted to share how we’re helping them bridge the gaps in this new way of working.

A dedicated place for team collaboration: Spaces are now live

Spaces are the central place for team collaboration in Workspace and starting today, Spaces are live for all users. Spaces are unique in that they are tightly integrated with Google Workspace tools like Calendar, Drive, Docs, Sheets, Slides, Meet, and Tasks, providing a better way for people to engage in topic-based discussions, share knowledge and ideas, move projects forward and build communities and team culture.

We hear from our customers that they’re continuing to work across a broad range of locations and working hours, and that Spaces can be a central hub for collaboration, both in real time and asynchronously. Instead of starting an email chain or scheduling a video meeting, teams can come together directly in a Space to move projects and topics along, whether it’s a team of 10 for “2022 Roadmap Planning” or a team of 1,000 for the “Company-wide All-Hands.”

With Spaces, teams can share ideas, collaborate on documents, and manage tasks from a single place. Because all their work is preserved for future reference, team members can easily jump in and contribute at a time that works best for them, seeing a full history of the conversations, context, and content along the way. Using Spaces has already helped my own team, which is spread across time zones and varied in its working styles. It’s been helpful to rely on Spaces to retain and structure foundational knowledge, whether it’s for onboarding a new teammate or preserving context when someone moves to a new role.

We’re just getting started with Spaces and I’m excited to share a little more about where we’ll take it next. 

In the coming months, our users will see: 

  • Streamlined navigation: A flexible user interface helps users easily access their inbox, chats, Spaces and meetings—all from a single location—so they can stay on top of everything that’s important.
  • Discoverable Spaces: Spaces and their content can be made discoverable to all members of an organization, so other people can find and join the conversation. Administrators can also set discoverability as the default for their organization.
  • Enhanced search: Allows users to easily find content from within and across Spaces, or even discover new Spaces to join. “Search everything” in Spaces opens up powerful new collaboration possibilities and makes it easier to access the team’s collective knowledge base.
  • In-line topic threading: The ability to reply to any message within a Space fuels deeper discussions and collaboration across teams and organizations.
  • Robust security & admin features: Tools for content moderation, managing Spaces, and establishing the right rules for healthy communication across domains and companies.
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In-line topic threading in Spaces fuels deeper discussions

Making meetings more hybrid friendly

Spaces will play an important role in laying the groundwork for meetings and, in some cases, reduce the number of meetings a team needs to gain alignment. Having a dedicated space for asynchronous collaboration, with access to all the right content and context, will help teams be more deliberate about scheduling meetings. This is top of mind for us and many of our customers given the rise in meeting fatigue over the last 18 months. But when having a meeting genuinely feels worthwhile, the experience of transitioning into (and out of) it from different collaboration touchpoints should be seamless. 

Over the past few months, in collaboration with many customers and across teams within Google, we developed a handbook for navigating hybrid work that includes best-practice blueprints for the five most common hybrid meeting types. Because meetings are a foundational piece of hybrid work, our goal is to make them as productive, immersive and inclusive as possible. 

Scheduling meetings that work across the entire team

With hybrid work, many teams—my own included—have locations and working hours that can change daily. When many of us were together in the office, we might have tended to schedule meetings at a time that favored the “in-office majority,” but now it’s especially important to schedule meetings that scale across the entire distributed team. 

Now, beyond indicating their virtual or physical presence when accepting meeting invites, team members can set their location for each work day in Calendar. When combined, these capabilities allow meeting organizers and on-site support teams to plan for the right mix of in-person and virtual attendance. They can also provide greater visibility and help set expectations across hybrid teams.

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Working location in Google Calendar helps set expectations with co-workers

Making meetings more spontaneous

Remember when you’d casually bump into a colleague in the office hallway or a break room and start a conversation that sparked new ideas? That’s perhaps the thing I’m looking forward to most as more of my team plan their part-time return to the office. These casual encounters were always a great way to build relationships and learn about topics that might not come up in structured meetings. To help enable these spontaneous connections when teammates aren’t in the office together, we’re bringing Google Meet calling to Workspace.


Google Meet calling is a seamless experience of initiating a video or audio call between one or more participants, complementing more structured, scheduled video meetings. Our intention is to bring Meet calling to all the natural endpoints in Workspace where you’d initiate an ad-hoc call including chats, people cards, and Spaces, but this will come first to one-to-one chats within the Gmail mobile app. Soon I’ll be able to call members of my team directly from a one-to-one chat. This will ring their device running the Gmail mobile app and send a call chip to our chat on their laptop, so they can easily answer from any device. It’s not quite the same as a spontaneous hallway conversation, but it might be the next best thing in a hybrid setting.

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Google Meet calling from 1:1 chats in the Gmail mobile app easily connects co-workers

Ensuring collaboration equity in hybrid meetings

How do we ensure that hybrid meetings aren’t two meetings in one, divided between those in-person and those who are remote? Effective hybrid meetings need a unified experience so that the people sitting together in the same room can interact with their remote colleagues seamlessly, without it ever feeling like there are two parallel conversations.

We designed Companion mode in Google Meet to specifically meet this challenge and we’ll start rolling it out to customers in November. With Companion mode I can host or join a meeting from within a conference room using my laptop while leveraging the in-room audio and video—and it all happens without any awkward audio feedback. This functionality lets me share content or see presentations up close on my own device, access the meeting chat and whiteboard, initiate and vote on polls, or post a question in Q&A, just as I would from home. And to ensure that users have greater choice over how they participate in meetings, live-translated captions will be available in Meet and through Companion mode by the end of the year. We’re currently working on translating meetings in English to French, German, Spanish and Portuguese, with many more languages coming in the future.

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Companion mode let’s in-room attendees host, present and fully participate in meetings

Expanding choice and flexibility for meeting hardware

While Companion mode keeps people in the room seamlessly connected to their remote colleagues, meeting hardware plays a crucial role in making hybrid meetings feel more immersive and human, with the ability for everyone to be clearly seen and heard. To provide more flexibility and choice on this foundation of how we come together in a hybrid work world, we’re announcing an expanded Google Meet hardware portfolio and interoperability with other conference room solutions.

First, we’re announcing two new all-in-one video conferencing devices to complement our Series One Room Kits. The Series One Desk 27 is an all-in-one 27” device that’s perfect for small shared spaces or your desktop, either in the office or at home. Series One Board 65 is an all-in-one 65” 4K device that can be paired with an optional stand for ultimate configuration flexibility—turning any room or space into a video collaboration hub in minutes. 

Both devices feature collaboration capabilities with the Jamboard app built right in, and each can be used as an external display. While optimized for Google Meet, USB-C connection from your laptop gives you the flexibility to use the meeting app of your choice while leveraging the high-fidelity audio and high-definition video on Series One Desk 27 and Board 65. You can learn more about these devices developed in partnership with Avocor through our on-demand webinar starting at 9 AM PT today.
https://www.youtube.com/embed/BR81EAce5BQ?enablejsapi=1&

We’re also proud to announce new third-party devices coming to the Google Meet hardware ecosystem. Google has certified the Logitech Rally Bar Mini and Rally Bar for Google Meet, which provide complete room solutions for small and mid-sized rooms. You can learn more about these Google Meet-certified products in Logitech’s September 21 webinar. Additionally, the Rayz Rally Pro is a new mobile device speaker dock by Appcessori that will automatically launch Google Meet for video meetings and provide an improved audio experience from your mobile device.

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New third-party devices certified for Google Meet

Certified Google Meet hardware ensures high-quality video and audio in meetings and is easy to deploy and manage. You can view our full Google Meet device portfolio and purchase directly from approved resellers by visiting the Google Meet Hardware website

While Google Meet customers enjoy a full-featured experience on Meet hardware, we realize they sometimes need to connect with people outside of their video calling network. To enable this, organizations can use Pexip for Google Meet to seamlessly join Meet meetings from the widest range of third-party video conferencing solutions. Today, we’re also announcing support for bidirectional interoperability with devices from Webex by Cisco and Google Meet hardware. Soon you’ll be able to launch a Google Meet meeting on Webex hardware and a Webex meeting on Google Meet hardware. Calling interoperability between Meet and Webex is supported on Series One Board 65, Series One Desk 27, and the rest of the Google Meet hardware portfolio, as well as Webex Room Series, Room Kit Series, Desk Series and Board Series. We expect general availability later this year. You can find more details here. We plan to give Meet users even broader calling interoperability with support for other conferencing services in the near future. 

Navigating hybrid work is a journey

We’re thrilled to bring these new Google Workspace experiences and devices to our customers, but we also realize that navigating hybrid work will be a journey of learning and adaptation for every organization. Two resources we recently developed can help along the way:

Bridging the gaps in the emerging hybrid work world will necessarily be a combination of technology, workplace culture, and reimagining the use of physical spaces. But developing a “hybrid-first” mindset starts with the tools people use every day to connect, create, and collaborate, and Google Workspace will continue to play a crucial role in that evolution.

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Casper on Google Cloud: Revolutionizing Web3 Development with Flexibility & Security

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Experience the fusion of Casper network & Google Cloud Platform, delivering a cutting-edge Web3 development solution. Enjoy unrivaled security, flexibility, and scalability for an unparalleled developer experience.

Casper Labs announced a collaboration with Google Cloud that will allow developers to launch public and/or private Casper nodes directly from Google Cloud. This enables a much more seamless and highly secure process for the millions of developers who want to build in blockchain environments without having to learn new, highly specialized programming languages. Additionally, Google Cloud will provide its scalable and reliable infrastructure to developers building on the Casper Protocol. 

Blockchain technology is maturing 

As blockchain technology matures, a growing number of businesses are embracing it as a key way to drive new efficiencies and realize cost savings. 

According to a recent Casper Labs study, 87% of executives polled in the United States, United Kingdom and China reported plans to invest in a blockchain solution in 2023. This is due in no small part due to recent innovations that help organizations overcome the so-called Blockchain Adoption Trilemma, which previously held that it was impossible for any blockchain to be simultaneously a) decentralized, b) scalable, and c) secure.

Thanks to the rise of proof-of-stake blockchains like Casper, new models have emerged that enable a more scalable and secure architecture that no longer forces a compromise on decentralization. 

Another trend facilitating these growing adoption rates is the rise of WebAssembly (WASM) as a baseline technology for newer blockchains, including Casper. WASM (created by W3C) makes application development in blockchain environments far more accessible and interoperable to the millions of developers worldwide who specialize in languages like Java, Javascript, C++ and Rust. Previously, any blockchain-based build required a high degree of specialized developer knowledge, which made it a much more challenging option for most organizations. 

Meet Casper

Casper is a permissionless, decentralized public blockchain based on WASM that was built explicitly to foster enterprise adoption of blockchain technology. Beyond its more accessible model, Casper is the first and only blockchain to offer native upgradable smart contracts. This means that organizations can have the option to securely and consistently update software code even after it is running on Casper. This gives organizations the control and flexibility to use industry best practices, such as continuous deployment and continuous integration, which are already in use in their IT departments. Casper is also highly configurable and allows organizations to support public, private, and/or hybrid deployments. 

Casper is also noteworthy for the presence of Casper Labs, a software development and professional services firm that supports organizations building on the Casper network. Unlike most blockchains that follow a more traditional open-source project, Casper Labs provides around-the-clock support and bespoke software development for enterprise organizations. Recently, Casper Labs helped patent management company IPwe execute the largest-ever blockchain deployment, featuring more than 25 million patents being added as custom NFTs to the Casper Blockchain. 

How to get started with Casper on Google Cloud

Developers who want to start building on Casper can find a comprehensive series of tutorials here.

The Casper Association also recently announced a $25 million grant program to support projects and developers building on Casper. Interested participants can apply here.

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Neo4J & Google Cloud: Graph Data in Cloud to Address Challenges in FinServ Industry

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Neo4j, a leading graph database technology and fully-integrated graph solution on Google Cloud helps today's financial service companies address three significant industry challenges. Read the blog to learn more about Neo4J and Google's partnership!

Over the last decade, financial service organizations have been adopting a cloud-first mindset. According to InformationWeek, lower costs and enhanced scalability were the biggest drivers for cloud adoption in financial services, and cloud-native applications allow access to the latest technology and talent, enabling adopters to rebuild transaction processing systems capable of supporting very high volumes and low latency.

Both Neo4j and Google Cloud have been using relationship-based data representations since the beginning, and we’re dedicated to using this technology to help financial services customers drive business transformation. We are excited about the prospects of financial services (FinServ) cloud systems and believe that graph data in the cloud can help solve significant challenges in the industry.

Data Challenge #1: Risk Management and Compliance

First among the top concerns for any CIO moving to the cloud is risk management and compliance. Disconnected, uncontextualized, or stale data create opportunities for fraud and financial crimes to occur. The fact is when it comes to FinServ, the question is not “if” but rather how often an attack will occur.  Unfortunately, incidents have been trending upward over the last decade, and COVID has only exacerbated this reality. Financial crimes affect the bottom line both in the remediation of these crimes and in intangibles like brand value.  

Add to this the complexity of international banking, which makes “compliance” a moving target. Penalties due to noncompliance are a constant concern to any FinServ organization.

The tabular representation of information with a fixed number of columns that never change prevents a description of an ever changing world with changing characteristics. Relational databases are great if the world you describe does not move fast but have limitations when data structures are highly interlinked and not homogeneous.

Neo4j Aura on Google Cloud provides a foundation for creating dynamic, futureproof, scalable applications that adhere to the security standards and protocols today’s financial services organizations require to meet the challenges of finding and preventing bad actors. This also includes enterprise scalability; reaching over 1 Billion nodes and relationships to streamline queries and provide solutions that meet regulatory and privacy compliance across geographies. Neo4j has helped some organizations save billions of USD in fraud in the first year of deployment alone.  

What makes graph technology the best choice for fraud detection use cases is that the relationships between the data-points are as important as the data-points themselves. Let’s take as an example, one John Smith approaches a multi-national banking institution to manage the primary account for his new holding corporation.  

While no one has any record of John R Smith Holdings LLC, the bank’s application built on graph technology understands that there are several well-known entities owned by John Smith Holdings. The application also identifies several well-known board members who bank with this institution. Due to this relationship-driven approach, the bank now understands John R Smith is not “John Smith,” who previously attempted to open an account for his holding corporation, which had no information associated with it prior to two months ago.

Data Challenge #2 Manual Processes and Inefficiencies 

The ubiquity of the cloud offers an opportunity to deploy automation at unprecedented levels to tackle the errors and inefficiencies that manual processing allows to creep into processes. When data comes from disparate, perhaps legacy systems – which may have become siloed and “untouchable” over the years – further complexity arises. As an example, if someone in sales types “John Smith” into a CRM system not knowing that John R Smith is the spelling in the customer data master, it may result in two separate and potentially conflicting records. Being able to join those records together in a mastered view helps to solve this problem. In addition, low data quality equates to an increase in risk, costs, and implementation times for new systems. 

Neo4j Aura on Google Cloud provides automation and artificial intelligence (AI) that reduces manual processes and the errors that accompany them. In this graph architecture each node, which can represent a person, will have labels, relationships, and properties associated with it. This allows for the use of AI which can easily understand that John Smith in the CRM is the same John R Smith in the customer master. The information contained in Neo4j can be connected bi-directionally to ensure consistency across applications and data sources. 

One of the benefits of this approach is that linking information allows organizations to keep the full value of the data, rather than forcing the data into predetermined tabular representations, with the risk of losing valuable information and insights.

Data Challenge #3: Customer Engagement and Insight

Another significant concern is the high expectations today’s customers have for every interaction. End users are accustomed to predictable experiences on their digital devices, and FinServ apps are no exception. Added to this, the “Covid economy” has driven digital adoption significantly across demographics; even among customers who might traditionally have used in-person services. This also equates to increased expectations for personalized, predictable experiences with every digital interaction. We know that latency has always been a key consideration for financial trading, but a recent ComputerWeekly study showed that every financial organization should ensure their visible latency is at 10 milliseconds or less. Customers no longer accept their broadband is at fault.

Finally, blind spots in the customer journey often result in dissatisfaction, which ultimately leads to increased churn. Without gaining actionable insights from your customers, there is no room to innovate and iterate on what they are looking for in your products and services. And this translates to losing market share and competitive advantage.

The NoSQL architecture, specifically the dynamic schema and structure of Neo4j Aura gives you the ability to take charge of your data and make changes according to your development cycles or newer data models. This equates to faster builds, more comprehensive releases and a wider, richer data-set that can be contextualized and understood instantly. Graph technology is the logical choice for building a Customer 360 application. Under this approach organizations not only get valuable insight into the individual client’s behavior and patterns, but also those of their family, friends and colleagues. This allows for stronger personalization, targeted campaigns and successful execution, resulting in increased customer satisfaction and retention levels.

Graph Technology on Google Cloud

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Neo4j can help analysts visualize which accounts have shared attributes, making it more likely that they have the same high risk owners.

Neo4j is a recognized leader in graph database technology and the only fully integrated graph solution on Google Cloud, helping to fill a common need for Google Cloud customers. Both Neo4j and Google Cloud are invested in continuing to grow our partnership and mutual product direction.  

You can find and deploy the Neo4j graph database straight from the Google Cloud marketplace, whether you want to download the software for an on-premises deployment, use the virtual machine image, or use the hosted solution, Aura on Google Cloud, the graph database-as-a-service. In any deployment, you get the same enterprise-grade scalability, reliability, and connectivity along with successful, repeatable use cases you can rely on to resolve your particular challenges and integrated billing. 

For a real-world example of how graph technology can optimize financial services, you can read our Case Study with fintech Current. Current, a leading U.S. financial technology platform with over three million members, used Neo4j Aura on Google Cloud to create a personalization engine based on client relationships. 

To learn more about Neo4j Aura on Google Cloud for FinServ organizations, register for our webinar on Thursday, December 16 with Jim Webber, Chief Scientist, CTO Field Ops at Neo4j and Antoine Larmanjat, Technical Director, Office of the CTO, Google Cloud. 

Click here to Register

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