{"id":15741,"date":"2022-10-02T23:17:29","date_gmt":"2022-10-03T03:17:29","guid":{"rendered":"https:\/\/d3.harvard.edu\/platform-digit\/?post_type=hck-submission&#038;p=15741"},"modified":"2022-10-02T23:17:29","modified_gmt":"2022-10-03T03:17:29","slug":"starbucks-leveraging-big-data-and-artificial-intelligence-to-improve-experience-and-performance","status":"publish","type":"hck-submission","link":"https:\/\/d3.harvard.edu\/platform-digit\/submission\/starbucks-leveraging-big-data-and-artificial-intelligence-to-improve-experience-and-performance\/","title":{"rendered":"Starbucks: Leveraging Big Data and Artificial Intelligence to Improve Experience and Performance"},"content":{"rendered":"\n\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Background &amp; Introduction <\/strong><\/p>\n\n\n\n<p>With its corporate headquarters in Seattle, Washington, Starbucks Corporation is a transnational American chain of coffee shops and roasteries. It is the largest chain of coffee shops in the world. There are around 90 million transactions a week&nbsp;in 25,000 worldwide Starbucks stores. They take the advantage of those massive amounts of data to help the corporation improve their customer experience and make their direct marketing, sales, and other business decisions.<\/p>\n\n\n\n<p>&nbsp;<\/p>\n\n\n\n<p><strong>Data&nbsp;Collecting&nbsp;&amp;&nbsp;Customer Experiences<\/strong>&nbsp;<\/p>\n\n\n\n<p>Starbucks launched its reward program and mobile app to collect the customers data and get to more about their purchasing habits, which reminds me of the Domino\u2019s Pizza Profiles. Their mobile app has more than&nbsp;17 million&nbsp;and the reward program has 13 million active users. From the notes of Matthew Ryan, the global chief strategy officer of Starbucks, \u201chow we are able to drive so much value from a relatively small portion of customers, 13.3 million active reward customers compared to a total of approximately 75 unique customer visits to our stores each month.\u201d&nbsp;Starbucks uses the massive amount of data collected from their app to personalize the customer&#8217;s Starbucks experience by gathering information about their coffee buying habits, from their favorite drinks to what time they typically order. This will allow personalization of the experience to happen at the new locations they visit, and the app will provide suggestions of what customers might be interested in trying.&nbsp;They applied the Digital Flywheel program, which merges digital and physical customer interactions around rewards, personalization, payments and orders. Each interaction with the end user generates qualitative and quantitative information and data to provide insights on where and how to create new value and turn in the next round of innovation. For example, it can help Starbucks recommend food and beverages to customers who don&#8217;t know but are willing to try them, with recommendations updated with different factors, such as weather, holidays, location, etc. In addition, using the data collected, they have conducted this unified commerce platform with personalized tools to build digital customer relationships and integrate inventory and point-of-sale systems.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-9.32.17-PM.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-9.32.17-PM-1024x587.png\" alt=\"\" class=\"wp-image-15745\" width=\"703\" height=\"402\" srcset=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-9.32.17-PM-1024x587.png 1024w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-9.32.17-PM-300x172.png 300w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-9.32.17-PM-768x440.png 768w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-9.32.17-PM-1536x880.png 1536w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-9.32.17-PM-600x344.png 600w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-9.32.17-PM.png 1822w\" sizes=\"auto, (max-width: 703px) 100vw, 703px\" \/><\/a><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-9.32.31-PM.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-9.32.31-PM-1024x552.png\" alt=\"\" class=\"wp-image-15746\" width=\"694\" height=\"373\" srcset=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-9.32.31-PM-1024x552.png 1024w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-9.32.31-PM-300x162.png 300w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-9.32.31-PM-768x414.png 768w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-9.32.31-PM-1536x828.png 1536w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-9.32.31-PM-600x323.png 600w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-9.32.31-PM.png 1800w\" sizes=\"auto, (max-width: 694px) 100vw, 694px\" \/><\/a><\/figure>\n<\/div>\n\n\n<p><strong>Data Usage in Promotions &amp; Marketing:<\/strong>&nbsp;<\/p>\n\n\n\n<p>With more than 16 million members in the U.S. alone, Starbucks&#8217; loyalty programs account for roughly half of all store transactions nationwide. They also help Starbucks target and personalize their marketing with personalized offers and discounts that they send out for marketing emails. They not only suggest new things that customers like based on their previous order history and data, but they also help Starbucks target and personalize their marketing.&nbsp;&nbsp;In addition to targeting already existing customers, personalized emails with attractive offers are sent to customers who have not been to Starbucks recently in an effort to re-engage them.<\/p>\n\n\n\n<p><strong>Data analytic &amp; Product and Sales decisions:<\/strong>&nbsp;<\/p>\n\n\n\n<p>Furthermore, personalizing customer orders and enhancing their order experience, the data also helps the company improve and expand their services and product markets.&nbsp;They utilize the power of data intelligence through Atlas, a mapping tool and business intelligence platform developed by Esri. The data assists in identifying a potential new store location.&nbsp;Before recommending a new location, the tool analyzes a wealth of data, including accessibility to other Starbucks locations, demographics, traffic patterns and more.&nbsp;It also supports product expansion with grocery stores and menu updates for specific areas.&nbsp;They take the data into account to decide what products to offer.&nbsp;It turns to data to determine what products they should offer. It combines the data received from stores about how customers order drinks and combines that information with reports from other industries about at-home consumption to create their grocery store product line.&nbsp;This data also drives special limited menu items based on the circumstances at the time. In one example, when Memphis, Tennessee, was experiencing a heat wave, Starbucks launched a local Frappuccino promotion to entice people to beat the heat. While Starbucks has 87,000 beverage combinations, they continue to monitor data on which drinks are best sellers so they can continue to make changes to their menu based on local tastes.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-11.08.57-PM.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-11.08.57-PM-1024x567.png\" alt=\"\" class=\"wp-image-15769\" width=\"652\" height=\"361\" srcset=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-11.08.57-PM-1024x567.png 1024w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-11.08.57-PM-300x166.png 300w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-11.08.57-PM-768x425.png 768w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-11.08.57-PM-600x332.png 600w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/Screen-Shot-2022-10-02-at-11.08.57-PM.png 1430w\" sizes=\"auto, (max-width: 652px) 100vw, 652px\" \/><\/a><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/statbucks_portfolio_0000_Layer-5-1276x920-1.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/statbucks_portfolio_0000_Layer-5-1276x920-1-1024x738.png\" alt=\"\" class=\"wp-image-15768\" width=\"654\" height=\"471\" srcset=\"https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/statbucks_portfolio_0000_Layer-5-1276x920-1-1024x738.png 1024w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/statbucks_portfolio_0000_Layer-5-1276x920-1-300x216.png 300w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/statbucks_portfolio_0000_Layer-5-1276x920-1-768x554.png 768w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/statbucks_portfolio_0000_Layer-5-1276x920-1-600x433.png 600w, https:\/\/d3.harvard.edu\/platform-digit\/wp-content\/uploads\/sites\/2\/2022\/10\/statbucks_portfolio_0000_Layer-5-1276x920-1.png 1276w\" sizes=\"auto, (max-width: 654px) 100vw, 654px\" \/><\/a><\/figure>\n<\/div>\n\n\n<p><strong>Challenges &amp; Opportunity<\/strong><\/p>\n\n\n\n<p>To implement these digital and data analytics transformations, there are three challenges. First, the challenge was the connection between the customer experience in the physical store and on the digital platform. They had to use the store as a destination and extend the experience into the digital customer relationship, and needed to consider how best to leverage data to balance that relationship. Second, they also faced the challenge of hiring new positions to fill development and data science roles, and their HR and management team needed to change and adapt. Third, they also need to extend the data experience to different geographies of the world and use the data to personalize the experience for each local store and update it at the same rate.<\/p>\n\n\n\n<p>In conclusion, in this digital age, Starbucks has truly taken advantage of big data, data analytics and artificial intelligence to improve their customer experience and service performance. Their data-driven business strategy has helped them build these compiling competitive advantages. However, due to the pandemic, customer behavior has fundamentally shifted as demographics have changed. They must stay ahead of their competitors to gain a footprint of these changes and leverage the right technology to better predict and plan their future strategies. There is also a need to consider what plans they have to advance other competitive advantages in this area if their competitors also begin to adapt and invest in big data and data analytics.<\/p>\n\n\n\n<p>Resources:&nbsp;<\/p>\n\n\n\n<p><a href=\"https:\/\/www.forbes.com\/sites\/bernardmarr\/2018\/05\/28\/starbucks-using-big-data-analytics-and-artificial-intelligence-to-boost-performance\/?sh=10a1dc4665cd\">https:\/\/www.forbes.com\/sites\/bernardmarr\/2018\/05\/28\/starbucks-using-big-data-analytics-and-artificial-intelligence-to-boost-performance\/?sh=10a1dc4665cd<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.nasdaq.com\/articles\/starbucks-digital-flywheel-program-will-use-artificial-intelligence-2017-07-31\">https:\/\/www.nasdaq.com\/articles\/starbucks-digital-flywheel-program-will-use-artificial-intelligence-2017-07-31<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.zdnet.com\/article\/starbucks-to-step-up-rollout-of-digital-flywheel-strategy\/\">https:\/\/www.zdnet.com\/article\/starbucks-to-step-up-rollout-of-digital-flywheel-strategy\/<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.analyticssteps.com\/blogs\/6-ways-which-starbucks-uses-big-data\">https:\/\/www.analyticssteps.com\/blogs\/6-ways-which-starbucks-uses-big-data<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.bcg.com\/publications\/2021\/driving-business-impact-with-the-innovation-flywheel-approach\">https:\/\/www.bcg.com\/publications\/2021\/driving-business-impact-with-the-innovation-flywheel-approach<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/datascience.foundation\/datatalk\/retail-chains-starbucks-data-analytics-and-business-intelligence\">https:\/\/datascience.foundation\/datatalk\/retail-chains-starbucks-data-analytics-and-business-intelligence<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.intelligentautomation.network\/transformation\/articles\/starbucks-digital-transformation\">https:\/\/www.intelligentautomation.network\/transformation\/articles\/starbucks-digital-transformation<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/www.zdnet.com\/article\/starbucks-to-step-up-rollout-of-digital-flywheel-strategy\/\">https:\/\/www.zdnet.com\/article\/starbucks-to-step-up-rollout-of-digital-flywheel-strategy\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Starbucks uses powerful data science and analytics beans to brew each cup of coffee to improve their customer experience and service performance.<\/p>\n","protected":false},"author":19366,"featured_media":15742,"comment_status":"open","ping_status":"closed","template":"","categories":[],"class_list":["post-15741","hck-submission","type-hck-submission","status-publish","has-post-thumbnail","hentry"],"connected_submission_link":"https:\/\/d3.harvard.edu\/platform-digit\/assignment\/competing-with-data-3\/","yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - 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