In 2016, Major League Baseball\u2019s Texas Rangers announced it would build a brand-new state-of-the-art stadium in Arlington, Texas. It wasn\u2019t just a new venue for the team, it was an opportunity to reimagine business operations.\n\nThe old stadium, which opened in 1992, provided the business operations team with data, but that data came from disparate sources, many of which were not consistently updated. The new Globe Life Field not only boasts a retractable roof, but it produces data in categories that didn\u2019t even exist in 1992. With the new stadium on the horizon, the team needed to update existing IT systems and manual business and IT processes to handle the massive volumes of new data that would soon be at their fingertips.\n\n\u201cIn the old stadium, we just didn\u2019t have the ability to get the data that we needed,\u201d says Machelle Noel, manager of analytic systems at the Texas Rangers Baseball Club. \u201cSome of our systems were old. We just didn\u2019t have the ability that we now have in this new, state-of-the-art facility.\u201d\n\nThe new stadium, which opened in 2020, was a chance to develop a robust and scalable data and analytics environment that could provide a foundation for growth with scalable systems, real-time access to data, and a single source of truth, all while automating time-consuming manual processes.\n\n\u201cWe knew we were going to have tons of new data sources,\u201d Noel says. \u201cNow what are we going to do with those? How are we going to get them? Where are we going to store them? How are we going to link them together? Moving into this new building really catapulted us into a whole new world.\u201d\n\nDriving better fan experiences with data\n\nNoel had already established a relationship with consulting firm Resultant through a smaller data visualization project. She decided to bring Resultant in to assist, starting with the firm\u2019s strategic data assessment (SDA) framework, which evaluates a client\u2019s data challenges in terms of people and processes, data models and structures, data architecture and platforms, visual analytics and reporting, and advanced analytics. Resultant then provided the business operations team with a set of recommendations for going forward, which the Rangers implemented with the consulting firm\u2019s help.\n\nNoel notes that her team is small, so the consultancy helped by providing specific expertise in certain areas, like Alteryx, which is the platform the team uses for ETL.\n\nResultant recommended a new, on-prem data infrastructure, complete with data lakes to provide stake holders with a better way to manage data reliability, accuracy, and timeliness. The process included co-developing a comprehensive roadmap, project plan, and budget with the business operations team.\n\n\u201cAt the old stadium, you\u2019d pull up at the park and you\u2019d give somebody your $20 to park and they would put that $20 in their fanny pack,\u201d says Brian Vinson, client success leader and principal consultant at Resultant. \u201cThen you\u2019d get to the gate and show them your paper ticket. They would let you in and then you would go to your seat, then maybe you\u2019d go buy some concessions. You\u2019d scan your credit card to get your concessions or your hat, or pay cash, and the team wouldn\u2019t see that report until the next day or the next week.\u201d\n\nIn those days, when a game ended, it was time for business operations to get to work pulling data and preparing reports, which often took hours. \n\nResultant helped the Rangers automate that task, automatically generating that report within an hour of a game\u2019s completion. The new environment also generates near real-time updates that can be shared with executives during a game. This allows the operations team to determine which stadium entrances are the busiest at any given time to allow them to better distribute staff, promotion items, and concession resources. Departments can see what the top-selling shirts (and sizes) are at any given time, how many paper towels are left in any given restroom, even how many hot dogs are sold per minute.\n\n\u201cWith digital ticketing and digital parking passes, we know who those people are, and we can follow the lifecycle of someone from when they come into the lot and which gate they came in,\u201d Noel says. \u201cWe can see how full different sections get at what point in time.\u201d\n\nThe team can also use the data to enhance the fan experience. A system the Rangers call \u201824\/7\u2019 logs all incidents that occur during an event \u2014 everything from spill clean-up to emptying the trash, replacing a lightbulb, to medical assistance. This system helped the operations team notice that there was a problem with broken seats in the stadium and approach their vendor with the data.\n\n\u201cWe were able to take the data from that system and determine that we actually had a quality control problem with a lot of our new seats,\u201d Noel says. \u201cWe were able to proactively replace all the seats that were potentially in that batch. That enhances the fan experience because they\u2019re not coming into a broken seat.\u201d\n\nLessons learned\n\nNoel and Vinson agree that one of the biggest lessons learned from the process is that it\u2019s important to share successes and educate stakeholders about the art of the possible.\n\n\u201cThe idea that \u2018if you build it, they will come,\u2019 does not always work, because you can build stuff and people don\u2019t know about it,\u201d Vinson says. \u201cIn the strategic data assessment, when people were like, \u2018Oh, you can show us the ice cream sales?\u2019 Yeah. I think you have to toot your own horn that, yes, we have this information available.\u201d\n\nWhen the business operations team first presented the new end-of-game report in an executive meeting, the owners asked to be included. Now, Noel says, they want it for every game, every event, every concert.\n\n\u201cNow, when we do a rodeo and it doesn\u2019t come out when they expect it, they\u2019re like, \u2018Okay, where are my numbers?\u2019 They want that information,\u201d she says.