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In the competitive realm of esports, success hinges not only on the skill and reaction times of players but also on the precision of strategic decision-making. Team Liquid, a frontrunner in the esports landscape, has consistently demonstrated its ability to outpace rivals, boasting over 140 major titles and kicking off 2025 by clinching the League of Legends Championship of the Americas (LTA). This achievement underscores the organization’s commitment to excellence and innovation.
Data-driven insights in esports
As esports evolves, the sheer volume of data generated during tournaments is staggering, with millions of data points recorded every minute. League of Legends, renowned for its intricate strategies, exemplifies this trend, presenting a unique challenge for organizations like Team Liquid. How can teams efficiently access and interpret this mountain of statistics while ensuring that insights are readily available to all stakeholders, from players to analysts? The answer lies in leveraging advanced technology for streamlined data analysis.
Streamlining data access
Traditionally, Team Liquid’s analysts faced the daunting task of manually sifting through various data sources, which often hampered swift decision-making and limited real-time tactical adjustments. However, the establishment of the Next Level Esports Center, built on the SAP Business Technology Platform (SAP BTP), has revolutionized the way Team Liquid manages its game data. This innovative center serves as a centralized hub, providing a single source of truth for performance analysis. Yet, a challenge remained: making insights easily accessible for non-technical users, such as players and marketing teams, who needed intuitive methods to extract meaningful data.
Introducing AI copilot Joule
With the integration of SAP’s AI copilot Joule, Team Liquid is poised to unlock a new era of analytics that allows for rapid and precise insights from its extensive data archives. By simply posing a question about a specific player or team, the Joule agents can navigate through an impressive 1.6 terabytes of data collected from over 10 million games. This capability enables the AI to deliver quick answers and even suggest strategies to outsmart opponents. The natural language processing feature means that both analysts and non-technical users can easily request insights without the need for tedious manual data searches.
Seamless integration for enhanced performance
The collaboration between SAP HANA Cloud and SAP Analytics Cloud provides Team Liquid with a robust and scalable data infrastructure, ensuring that actionable insights are available in mere seconds. Joule not only enables instant access to game statistics and player performance trends but also facilitates strategic comparisons that are crucial for developing winning tactics. This technological advancement significantly enhances Team Liquid’s ability to adapt and refine its strategies on the fly, a critical factor in the fast-paced world of esports.
The transformative power of Joule Agents
The introduction of Joule Agents marks a pivotal change in how Team Liquid approaches data analytics. As Haitham Algbory, head of Analytics & Data for League of Legends at Team Liquid, states, “Thanks to SAP’s AI copilot Joule and the upcoming Joule Agents, even non-technical users like our players and coaches will be able to ask for the data they need using natural language queries. What once took hours of manual work will become available instantly, driving our strategies and enhancing team performance.” This partnership is not just about data; it’s about setting a new standard in esports and showcasing the potential of AI and data integration in shaping the future of competitive gaming.
Looking ahead: The future of esports and AI
As Team Liquid continues to embrace AI-powered analytics, it is clear that the future of esports will be increasingly data-driven. The insights provided by systems like Joule will be instrumental in unlocking the full potential of esports teams, allowing them to maintain a competitive edge in an ever-evolving environment. With AI solutions revolutionizing how data is utilized, the landscape of competitive gaming is set to change profoundly, paving the way for more informed strategies and enhanced performances.