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Better, Quicker, Cheaper

AI and big data create new opportunities in the cloud.

Alan Tu, Portfolio Manager

Executive Summary

  • Our fundamental research helped us to see cloud software in action early in its development and led us to be early investors.
  • We are seeing new opportunities as the cloud extends its reach into different parts of the enterprise.
  • Valuations are elevated for many leading cloud providers, however, increasing the importance of careful stock selection.

“Software is eating the world,” internet pioneer Marc Andreessen observed in 2011—an appetite that shows no sign of abating. According to Gartner, spending on enterprise software has grown by roughly 10% annually over the past two years, and it is expected to continue to outpace business investment in all other technology categories through 2022.

Within enterprise software, the cloud segment is growing at the fastest pace of all. Software services delivered over the internet have grown exponentially in recent years, and we estimate that most new processing workloads are now being constructed and handled in the cloud. As legacy systems are rebuilt over time, we expect that the cloud will come to represent the majority of all existing workloads.

The cloud has been a key focus of the Global Technology Equity Strategy over the past decade, and we have invested in several cloud software providers that have grown to dominate the industry. We have moderated some of our positions as valuations have become elevated, but we see promising areas for investment as the cloud begins to provide new services for companies.

User Advantages of Cloud Software

To understand the cloud’s continuing potential, it is helpful to review the advantages it provides users:

  • Reduced overhead: Companies relying on the cloud do not have to plan for “lumpy” hardware expenditures, nor do they have to maintain a large IT administrative staff to maintain servers and deal with problems that may arise only sporadically. Cloud‑based providers can much more efficiently spread these costs among a large user base.
  • Lower barriers to entry: With lower overhead, companies of all sizes have easy access to cloud‑based software. A start‑up can now rent the needed computing infrastructure from Amazon Web Services, Microsoft’s Azure, or another provider. Rather than pay for a product designed for giant firms, small companies can then essentially pay for as much sophisticated software as they need on a subscription‑based model.
  • Constant updates: One reason cloud software is user‑friendly is because it is constantly being refined based on customer feedback and other inputs. Regulatory changes or developments can also be rapidly reflected in products. Software patches and security updates can be deployed immediately and without any effort on the part of the customer.

Cloud‑Based Computing Is Reframing the Way Businesses Work
Software delivered over the internet is reducing overhead and lowering barriers to entry.

Source: T. Rowe Price.

Cloud Is Also a Better Business Model for Providers

Aside from the value it offers customers, a cloud‑based business model also offers significant advantages to software providers. Firms that get revenues through subscriptions instead of a perpetual license enjoy a steadier revenue stream, freeing them from the feast‑and‑famine cycle that had characterized the industry.

Cloud software’s consumer‑friendly focus has also resulted in its viral adoption, with positive word of mouth substituting for expensive sales and marketing efforts—in a growing number of cases, users of the software are now also its buyers, bypassing the IT department. Distribution costs are much lower, especially in cases where technicians and other support specialists had to be dispatched to customers’ offices to help with installation and maintenance. While IBM maintained a virtual army of field staff when it dominated the software industry a decade ago, its cloud‑based competitors are much more streamlined.

Opening Quote We are currently especially interested in cloud‑based companies that specialize in data analytics... Closing Quote

Our History in Finding Cloud Opportunities

At T. Rowe Price, we have long recognized the potential of the cloud to upend the software industry, creating winners and leaving losers in its wake. Our fundamental research sent us early signals about the power of the cloud as our analysts saw it being deployed in a range of industries. Indeed, T. Rowe Price has now transitioned many parts of our technology operations to the cloud, reducing costs and adding efficiencies in our own business.

Salesforce.com, a provider of customer relationship management (CRM) software, was one of the earliest cloud‑based providers. The Global Technology Equity Strategy was one of the initial investors in Salesforce when it began trading in June 2004, and we have remained active investors as the company has grown to be the largest cloud‑focused provider by market capitalization—around USD 120 billion as of March 31, 2019.

Before Salesforce, CRM software was largely made up of opaque and customized databases of client contacts installed at considerable expense on a company’s servers. Using the cloud and a subscription‑based model has allowed Salesforce to construct a dynamic system that integrates customer information with many different parts of the organization, such as marketing and inventory management.

We also participated in the October 2012 initial public offering (IPO) of Workday, which offers support for human resources through the cloud. In many ways, Workday has brought the same innovations to HR that Salesforce did to CRM software, helping digitize, organize, and integrate processes that had been scattered throughout the organization. The software integrates HR processes (payroll, for example) with financial information, such as revenue management.

Where We Are Looking Next: Cloud‑Based AI Helps Companies Manage Data Explosion

Salesforce, Workday, and other firms are taking advantage of another major development in technology: the growing power of artificial intelligence (AI). For example, Workday’s experience with millions of employee records means that its new People Analytics application can help executives identify both sources of attrition and especially high‑performing areas. Salesforce has unveiled its “Einstein AI,” which allows users to analyze which invoices are unlikely to be paid on time, for example.

We are currently especially interested in cloud‑based companies that specialize in data analytics—a vital field as the amount of data collected by companies grows exponentially. We invested periodically in Splunk, a leading machine data analytics platform, since its initial public offering in April 2012. Splunk’s platform allows businesses to quickly index, query, and analyze machine‑generated log data, such as employee badge data and internet protocol (IP) log files. Not only can the information be vital for security purposes, but it can serve a valuable role in business analytics. Carnival Cruises, for example, is using Splunk to monitor data collected through wearable devices given to passengers with the aim of getting better insight into how customers use onboard facilities.

DATA, the ticker symbol of Tableau Software, reflects the company’s key mission of allowing users to analyze vast and diverse amounts of data through sophisticated graphics and dashboards. Tableau’s simple interface and innovative visualization technology has helped democratize business intelligence—formerly the purview of the IT department—by allowing nonexperts to conduct their own ad hoc data analysis. We invested on and off in Tableau Software since its May 2013 IPO, and we have been pleased to see the company recently move to a subscription‑based model rather than relying on perpetual licenses.

Opening Quote ...we have been particularly interested in cloud services designed to coordinate the workflow of software developers. Closing Quote

Cloud‑Based AI Also Key to Cybersecurity

Cloud‑based AI is likely to play a growing role in cybersecurity. Many observers worry that criminals or hostile states could use AI to develop new ways to infiltrate systems, but the flip side is that cybersecurity firms are beginning to use AI to develop new defensive techniques. Using machine learning, cloud‑based cybersecurity firms are able to identify anomalous patterns in attempts to gain access to a system. The technique is particularly powerful because it does not rely on a list of known previous attacks—known as “signatures”—but rather can identify novel assaults, such as time‑delayed attacks or combining pieces of malware that have entered the system separately.

Notably, the bigger the data sets used in such systems and the more analysis they run, the better machine learning programs perform. This may provide a key advantage to cybersecurity firms tasked with protecting many varied computer networks.

Proofpoint is harnessing vast amounts of data to head off cyberattacks, with a focus on preventing sophisticated email “phishing” attacks—still the source of many security breaches. Using machine learning, the company identifies suspicious websites and email patterns to head off attempts to install malware and other security breaches. We anticipate that cybersecurity will be one of the fastest‑growing areas of cloud development in the coming years as data move beyond corporate firewalls.

The Rise of the Developer

The cloud era has also led to the rise of the developer as companies of all stripes are becoming software firms. The U.S. Department of Labor expects the number of application software developers to grow by nearly a third over the decade ending in 2026, with rapid growth spread out over industries as diverse as architectural services, machinery wholesaling, and motion picture production.

Recently, we have been particularly interested in cloud services designed to coordinate the workflow of software developers. We were an early private investor in Atlassian, whose Jira platform has become the standard workflow platform for programmers by easing project development. For example, instead of relying on constant meetings and emails, development teams can use Jira to allocate tasks, track progress, and handle approvals. The company has proven especially adept at viral, word‑of‑mouth marketing, allowing it to forgo the cost of traditional sales representatives.

The Value of an Active Approach

The rapid growth of cloud‑based software has caught the market’s attention in recent years, and the vast potential of leading firms has often appeared fully reflected in their stock prices. We have not been reluctant to trim or even eliminate positions where we still see long‑term potential but where valuations have become unreasonable. Conversely, we have viewed broad pullbacks in technology stocks or the overall market as a chance to add back to our favored positions. Likewise, quarterly earnings misses and other temporary setbacks can create opportunities if the business remains fundamentally sound.

Finally, we are mindful that the cloud represents a fundamental and ongoing shift in the way companies operate—a shift that will create both winners and losers. We believe our fundamental research and our active approach will not only guide us to the companies making best use of the cloud but also help keep us to steer clear of slower‑footed firms that are reliant on legacy systems. Finding the disruptors while avoiding the disrupted is likely to be crucial for successful technology investors in the years ahead.

Key Risks—The following risks are materially relevant to the strategy highlighted in this material: Transactions in securities of foreign currencies may be subject to fluctuations of exchange rates which may affect the value of an investment. The portfolio is subject to the volatility inherent in equity investing, and its value may fluctuate more than a portfolio investing in income-oriented securities. The portfolio is subject to sector concentration risk and is more susceptible to developments affecting those sectors than a portfolio with a broader mandate.


Important Information
The specific securities identified and described do not represent all of the securities purchased, sold, or recommended for the portfolio, and no assumptions should be made that the securities identified and discussed were or will be profitable.

This material is being furnished for general informational purposes only. The material does not constitute or undertake to give advice of any nature, including fiduciary investment advice, and prospective investors are recommended to seek independent legal, financial and tax advice before making any investment decision. T. Rowe Price group of companies including T. Rowe Price Associates, Inc. and/or its affiliates receive revenue from T. Rowe Price investment products and services. Past performance is not a reliable indicator of future performance. The value of an investment and any income from it can go down as well as up. Investors may get back less than the amount invested.

The material does not constitute a distribution, an offer, an invitation, a personal or general recommendation or solicitation to sell or buy any securities in any jurisdiction or to conduct any particular investment activity. The material has not been reviewed by any regulatory authority in any jurisdiction.

Information and opinions presented have been obtained or derived from sources believed to be reliable and current; however, we cannot guarantee the sources’ accuracy or completeness. There is no guarantee that any forecasts made will come to pass. The views contained herein are as of the date written and are subject to change without notice; these views may differ from those of other T. Rowe Price group companies and/or associates. Under no circumstances should the material, in whole or in part, be copied or redistributed without consent from T. Rowe Price.

The material is not intended for use by persons in jurisdictions which prohibit or restrict the distribution of the material and in certain countries the material is provided upon specific request. It is not intended for distribution to retail investors in any jurisdiction.

USA—Issued in the USA by T. Rowe Price Associates, Inc., 100 East Pratt Street, Baltimore, MD, 21202, which is regulated by the U.S. Securities and Exchange Commission. For Institutional Investors only.

© 2019 T. Rowe Price. All rights reserved. T. ROWE PRICE, INVEST WITH CONFIDENCE, and the Bighorn Sheep design are, collectively and/or apart, trademarks of T. Rowe Price Group, Inc.

201905‑851189

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