鈥淭here鈥檚 so much data; I would say in esports, too much data,鈥� said Thom Valks, partnerships manager at Team Liquid, referring to the 1 trillion points of data his company deals with. 鈥淗ow do you figure out what the right questions are to ask? And then how do you get quick answers to those questions? That was the main problem.鈥�

Founded more than two decades ago, Team Liquid has become a global powerhouse in professional gaming.

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鈥淲e鈥檙e the biggest esports organization in the world,鈥� Valks said. 鈥淕aming is a huge industry, a billion-dollar industry nowadays. And esports is at the tip of the pyramid. People come to watch with thousands in stadiums like normal sports. And we are the best team in the world at it.鈥�

Before partnering with 麻豆原创, Team Liquid relied on spreadsheets and manual analysis.

鈥淲e were doing everything in Excel and manually combing through the data, which turned out to be really not doable,鈥� Valks explained. In 2018, the team began working with 麻豆原创 Business Technology Platform (麻豆原创 BTP), connecting directly to game publishers鈥� APIs for League of Legends and Dota. This allowed analysts to build dashboards and streamline data processing.

The impact was immediate: 鈥淏efore we partnered with 麻豆原创, I think we had something like four or five analysts per game. If we can off source that to a tool and focus on really important data questions, that鈥檚 way more beneficial. And I would say the last year or so with AI, it鈥檚 really taken a next step.鈥�

Now, Team Liquid is taking its relationship with 麻豆原创 one step further by turning to Joule to sort through the data and make decisions even faster.

鈥淛oule has taken the data that we have in our database and you can now ask it: 鈥楩ind me the best hero to play against this team over the last six months.鈥� It will turn out an answer that actually makes sense. That’s revolutionary for us.鈥�

Looking ahead, Team Liquid hopes to expand access to Joule across the organization. 鈥淚f we can get Joule to everyone, it really innovates their gameplay,鈥� Valks said. 鈥淭hat鈥檚 something our competitors should be really afraid of.鈥�

Matt Dillman is a senior videographer at 麻豆原创.

With major tournaments generating millions of data points every minute, esports has become increasingly data-driven. League of Legends is one of those highly strategic games, which generates vast amounts of data. Team Liquid faced the challenge of quickly analyzing and interpreting complex statistics without having to search different dashboards and making the data available to more users across the business. But how can players, coaches, and analysts efficiently access the information in natural language without slowing down decision-making?

AI-powered insights as a game-changer

To perform at the highest level in professional gaming, Team Liquid is constantly thinking of new ways to gain more insights from its data. Traditionally, Team Liquid analysts manually gathered data from multiple sources, slowing decision-making and limiting real-time strategy adjustments. In the Next Level Esports Center built on 麻豆原创 Business Technology Platform (麻豆原创 BTP), centralizes its game data, ensuring a single source of truth for performance analysis. However, accessing insights remained a challenge for non-technical users like players, coaches, and marketing teams, who needed a more intuitive way to extract even more meaningful data.

With agents in 麻豆原创鈥檚 AI copilot Joule, Team Liquid is entering a new world of getting fast and precise insights out of its existing database. By simply typing in a question about a respective player or team, the agents can go through more than 1.6 terabytes of game data from 10 million games to find the right answer to the question and can even suggest strategies to beat the opponent. This allows both analysts and non-technical users to request insights using natural language, eliminating the need for manual data retrieval. With seamless integration of 麻豆原创 HANA Cloud and 麻豆原创 Analytics Cloud, Team Liquid gains a robust and scalable data infrastructure, ensuring fast, actionable insights. Joule enables users to instantly access game statistics, player performance trends, and strategic comparisons, making critical information available within seconds.

The impact of Joule Agents can be truly game-changing:

• Faster data access: Analysts can retrieve and analyze data instantly, which saves valuable time and enhances preparation for upcoming matches. With easy access to insights, different departments from coaching teams, marketing, or communications can align their strategies or content based on data-driven narratives.
• Empowered users: Players, coaches, and staff can effortlessly access insights through AI-driven queries, improving their ability to make data-informed decisions.
• Enhanced strategy: Real-time data comparisons can enable precise, data-backed decisions, giving Team Liquid a competitive edge in one of the most dynamic gaming environments.
• Proactive pattern recognition: The agents can uncover patterns in the large data sets that might not have been discovered in manual data analysis.

With agents in 麻豆原创鈥檚 AI copilot Joule, Team Liquid is preparing to unlock AI-driven analytics that will make critical insights instantly accessible. “Thanks to 麻豆原创’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,鈥� said Haitham Algbory, head of Analytics & Data, League of Legends at Team Liquid. 鈥淭his partnership is setting a new standard in esports, proving that AI and data integration are the future of competitive gaming.鈥�

Team Liquid embraces AI-powered analytics and pushes the boundaries of innovation, proving that the future of esports is data-driven and that AI can play a crucial role. As competitive gaming continues to evolve, AI solutions like Joule will be critical in unlocking the full potential of esports teams and maintaining competitiveness.

Dr. Benjamin Blau is Chief Process & Information Officer at 麻豆原创.

Top image: @LTA North @Riot Games

Unlike traditional AI models, AI agents are designed to perceive their environment, set goals and take actions autonomously to achieve those objectives.

Team Liquid runs its data analysis through its 鈥淣ext Level Esports Center鈥� dashboard, built entirely on 麻豆原创 Business Technology Platform. Team Liquid鈥檚 analysts rely on the dashboard to equip coaches and players with insights about upcoming opponents, managing high-pressure situations under short turnaround times and frequent data requests between games.

Instead of relying solely on technical analysts, players, coaches and marketing teams can ask the Joule copilot for player or team insights, tapping into more than 1.6 TB of data from 10 million games to find the right answer and uncover strategic advantages. This shift eliminates the need for manual data retrieval, empowering diverse users to make data-driven decisions at game speed.

“Thanks to the Joule copilot and Joule Agents, what once took hours of manual work is now available instantly, driving our strategies and enhancing team performance,鈥� said Victor Goossens, co-CEO and founder of Team Liquid. 鈥淭his partnership is changing the way we utilize our extensive database, proving that AI and data integration are becoming a vital part of our game preparation and success in esports.鈥�

By smoothly integrating 麻豆原创 HANA Cloud and the 麻豆原创 Analytics Cloud solution, Team Liquid gains a robust and scalable data infrastructure, enabling fast, actionable insights. Joule helps users instantly access game statistics, player performance trends and strategic comparisons, making critical information available within seconds.

AI-powered chat agents change the game:

• Faster data access: Data can be retrieved and analyzed instantly. With easier access to insights, different departments鈥攑erformance teams, marketing and communications鈥攃an make real-time, data-driven decisions.
• Empowered users: Regardless of function and technical knowledge, users can intuitively access insights through AI-driven queries.
• Enhanced strategy: Real-time data comparisons enable precise, data-backed decisions, giving Team Liquid a competitive edge in one of the most dynamic gaming environments.
• Proactive pattern recognition: The agent uncovers patterns in large datasets that might not have been discovered through manual data analysis.

Philipp Herzig, chief technology officer and chief AI officer, 麻豆原创, said: 鈥淭eam Liquid鈥檚 use of Joule Agents is a compelling example of how AI can reduce the workload on analysts, allowing them to focus on high-impact tasks in a fast-paced environment. These agents don鈥檛 just automate through insights about gaming 鈥� they actually reason by understanding the context and then they act, enabling smarter, faster decision-making.鈥�

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Media Contact:
Lesa Plingen, +49 622 776 9000, lesa.plingen@sap.com, CET
麻豆原创 麻豆原创 Room; press@sap.com

This document contains forward-looking statements, which are predictions, projections, or other statements about future events. These statements are based on current expectations, forecasts, and assumptions that are subject to risks and uncertainties that could cause actual results and outcomes to materially differ. Additional information regarding these risks and uncertainties may be found in our filings with the Securities and Exchange Commission, including but not limited to the risk factors section of 麻豆原创鈥檚 2024 Annual Report on Form 20-F.
漏 2025 麻豆原创 SE. All rights reserved.
麻豆原创 and other 麻豆原创 products and services mentioned herein as well as their respective logos are trademarks or registered trademarks of 麻豆原创 SE in Germany and other countries. Please see for additional trademark information and notices.

Gaming is something that keeps inspiring me. I鈥檓 amazed by the speed, accuracy, and level of concentration of professional players. It鈥檚 impressive how this industry has evolved and grown over just a couple of decades.

Team Liquid commands an imposing presence in the esports world, boasting over 160 professional players across more than 15 different games and a staggering fan base of over 10 million followers on various social media platforms. With more than 75 premier events won, Team Liquid is one of the most successful organizations in competitive gaming.

The game with the highest viewership and extensive fandom is League of Legends. Team Liquid successfully competes with their League of Legends team, which recently won the League of Legends Championship Series (LCS) 2024 Spring tournament.

In League of Legends, the goal is to create a strong and balanced team consisting of five characters, called “champions,” in order to outplay and outsmart the opponents during the game by being one step ahead of competition.

Teams participate in a pre-game draft process to select champions before a match. This involves banning and picking champions from a pool of 166 choices to create a strong team.

Champions are the in-game figures controlled by each player. Each champion has particular skills and areas in which they excel. Putting the champions together allows the team to play in various strategic directions to win the match.

After choosing five champions (鈥減ick鈥�), each team is also allowed to remove five champions from the pool (鈥渂an鈥�). Those players cannot be picked by either side. This can be utilized to remove specific parts that would otherwise counter a strategy or hinder the other team from playing their favorite style and/or composition.

Esports teams and their analysts need to prepare for the draft process, as it requires knowledge of the opponent’s favorite picks and strategies. Imagine a five-a-side dodgeball match, but before the match begins, the five players from each team draw their champions from a pool of 166 individual champions.

With bi-weekly updates to the game (鈥減atches鈥�), especially affecting the champions as well as indirectly teams practicing and developing new strategies, competitive League of Legends is an ever-changing game. It creates the need to constantly adapt your draft to a new environment, to analyze both your own and the opposing team’s behavior.

Furthermore, the nature of the draft process and the varying strategies of opponents make accurate predictions difficult. Esports teams have only a week to prepare for the game and gather knowledge about the other team鈥檚 favorite champion picks, strengths, and weaknesses.

Previously, Team Liquid coaches prepared draft scenarios based on manual analysis of the opponent team鈥檚 draft behaviors and champion preferences. However, the challenge was that manual analysis is done before the draft, with the best potential pick or ban changes based on the decisions of the other team. Additionally, the sheer number of potential matches to choose from and the different strategies employed by opponent teams make manual draft prediction very difficult.

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麻豆原创 Helps Change the Game

What if Team Liquid could analyze in seconds the best choice for upcoming drafts, including picks and bans, while considering more than 6,000 professional esports matches from the past year? What if the analysis would also consider the impact of game patches from the publishers by taking an additional 1.6 million amateur matches into account to assess changes in the power attributes and strengths of the champions? With 麻豆原创, this is now a reality.

By using 麻豆原创 AI Core to train a generative AI model that takes data from past matches and puts them into context of the upcoming game, Team Liquid gets suggestions of the best draft picks and bans to maximize the chances to win.

The solution is built on 麻豆原创 Business Technology Platform (麻豆原创 BTP), and the data is stored in 麻豆原创 HANA Cloud to cope with the 1.6 terabyte game data from past games. The result is an intelligent draft bot training, an application that runs on 麻豆原创 BTP, visualizes the predictions, and provides Team Liquid with the current winning probability after each pick and ban.

Manual Analysis Is a Thing of the Past

With the AI draft bot, Team Liquid can train for draft situations against any professional team they face in a matter of seconds. This is achieved by incorporating multiple influencing factors based on an unprecedented number of matches. The coaches and players benefit from the opportunity to conduct what-if analyses and derive valuable knowledge from the data to simulate new strategies. This is also reflected in the time saved compared to the previous manual analysis: Team Liquid saves approximately 10,000 hours per year per year with the solutions from 麻豆原创.

Relying on 麻豆原创 BTP and 麻豆原创 HANA Cloud, 麻豆原创 Business AI provides Team Liquid with the opportunity to further improve their game by leveraging data to make more informed decisions. Here is where fun and business meet.

This is how the power of business AI is made tangible in a perfect way — not just for gamers.

Philipp Herzig is chief artificial intelligence officer of 麻豆原创.

It’s a special thrill for Team Liquid fans, as both teams 鈥� the Dota 2 and the League of Legends squad 鈥� have qualified for the championships and will compete for the title. We tapped into our connection with Team Liquid and had the exclusive opportunity to talk to two team members, Haitham 鈥淗aitham鈥� Algbory, head analyst of the League of Legends team, and Mathis 鈥淛abbz鈥� Friesel, assistant coach and analyst of the Dota team, about how they prepare the teams for the world championships and what role 麻豆原创 technology plays for the teams to perform at their top level.

A big part of what 麻豆原创 brings to Team Liquid is , which helps make data analysis for both League of Legends and Dota a lot easier. The database allows the analysts to focus less on gathering data and more on analyzing it. Both Jabbz and Haitham have been working in this field for a long time, and there are things that they can do now that they never could before, thanks to a tool specifically made for esports data analysis.

鈥淚 support both the general manager and the coaching staff with scouting new talent,鈥� Haitham said. 鈥淭he way I do that is by providing periodic solo queue and scrim reports and end-of-season scouting reports. When it comes to the Academy teams of the East Regions, at the same time, we just track the players that are in the scene in general and we see their improvement based off the metrics that we have set in our tools.鈥�

On the League of Legends side, 麻豆原创 HANA Cloud is Haitham鈥檚 primary tool for scouting. But that鈥檚 not what Jabbz uses the data for. For Team Liquid Dota, the data is more match-focused.

鈥淔or us, 麻豆原创 HANA Cloud has more of a different function,鈥� Jabbz said. 鈥淲e use it mostly for performance-related things. I think the big advantage we have with the database is that we can actually import any public game that we want. Let鈥檚 say things have changed in a recent patch; we can make sure that we鈥檙e always up-to-date with how the meta is evolving. We also get to have a replay of every tournament game, so we can pick up all the information we need from any game, especially during live events. This is incredibly helpful. By having this tool available, you can quickly see how teams are adapting, how teams are thinking. I save a lot of time getting that information, whereas before I would have to open up the replays in the game and manually scroll through everything.鈥�

According to Haitham, being able to use real gameplay clips to corroborate the data 鈥� and vice versa 鈥� often helps build a stronger case for whatever argument he鈥檚 trying to make. Players are more inclined to believe the data once they have a reference point, which then allows them to gain a deeper understanding of the game.

鈥淲ith 麻豆原创, we have a lot of good [visualization] tools,鈥� Haitham said. 鈥淲e have an entire map tool that will just visualize where the wards are and what the movement is looking like. In addition, we have 麻豆原创 Analytics Cloud that gives us an opportunity to build charts and graphs for the players. I would use videos or clips that are important to show the opponent鈥檚 style, and then I support that with the maps or graphs from the 麻豆原创 tools.鈥�

For some, all these details might sound small, even insignificant. However, any coach or analyst will tell you that at the highest level of esports, the difference lies in the details. When pretty much every player is equal in skill, it鈥檚 those minor advantages that matter 鈥� which makes data analysis an important factor for success. After all, a close win is still a win. Both Haitham and Jabbz point to 鈥渢he small margins鈥� as the reasons why they love their roles as analysts.

鈥淧ersonally, I work on my own goal to help others achieve theirs at the same time,鈥� Haitham said. 鈥淪eeing how players are able to use science while playing video games, to beat opponents that they may not be able to without that kind of information鈥t just makes everything worthwhile.鈥�

鈥淚 agree. I think it鈥檚 always very satisfying to give information to the guys that they wouldn鈥檛 pick up on,鈥� Jabbz added. 鈥淚 guess we鈥檙e very similar in that regard. I also enjoy helping the guys and that鈥檚 what gives me the joy in this job. I don鈥檛 necessarily have to see myself in the limelight or at the front of the stage, but I really just like seeing my friends succeed.”

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Isabelle Schuhmacher is director of Global Sponsorships at 麻豆原创.
Christian Kreidt is storytelling lead for Global Sponsorships at 麻豆原创.

Photos courtesy of Team Liquid.

Innovative brands have realized this.

Zwift 鈥� a massive multiplayer online cycling and running program that enables users to train, interact, and compete in a virtual world 鈥� recently embraced inclusion by adding a hand-cycling that allows physically challenged athletes to race in the metaverse alongside able-bodied athletes. And it鈥檚 not alone. Earlier last year, Degree Deodorant hosted the world’s first on the Decentraland metaverse with a 26.2-mile picturesque course along the platform鈥檚 Vegas City Sports Quarter district, which reflected a more inclusive landscape with structures such as ramps for wheelchair users.

But How Does This Help Businesses?

Research shows that inclusion strengthens social networks, reduces barriers, and increases trust to generate economic benefits. Businesses that incorporate inclusivity are more likely to make bolder and better decisions. Meanwhile, sports possess the ability to transcend linguistic, cultural, social, and, now, physical barriers. With the metaverse looming large over the foreseeable horizon, a convergence of sports and inclusivity could serve as a lighthouse for business and society 鈥� a truly mouthwatering prospect of things to come. But is there an addressable market for this to make business sense?

There are 5.07 billion active Internet users in the world today 鈥� 50,000 already Web 3.0 virtual worlds and 12% of U.S. Internet users are interested in using the metaverse. Digital avatars contribute immensely to the virtual experience and are increasing becoming ubiquitous.

Per the U.S. Census Bureau, 12.8% of the U.S. population in 2019 registered as people with disabilities. The European equivalent that year was 39 million 鈥� Great Britain alone accounted for 11 million 鈥� while Asia had an estimated 135 million people with disabilities. The global fitness platform market for the disabled alone is expected to hit US$1.41 billion this year, a CAGR of 23.9%.

So, there is clearly an audience for this type of inclusivity. But why bother the metaverse with it?

Answering the Community鈥檚 Call

Digital avatars contribute immensely to the virtual experience and are increasing becoming abundant. In fact, online communities are demanding greater inclusivity. A revealed a general underrepresentation of people with disabilities and women, alongside an inaccurate representation of online identities. With 57% of Gen Z metaverse-gamers their penchant for in-game self-expression as higher than in real life, developers are taking note. Last June, Meta the launch of wheelchairs, over-the-ear hearing aids, and cochlear implants for its avatars. As the metaverse takes shape, inclusivity features prominently on the social media giant鈥檚 development agenda.

And it is just not Meta. Companies developing gaming consoles are building for inclusivity as well. From Xbox Adaptive Controllers to community-built modified controllers, features to assist those with mobility, hearing, and impaired vision are gaining prominence. Gaming companies are also modifying popular games for impaired gamers. For instance, The Last of Us II 鈥� the game from the company Naughty Dog 鈥� now has play modes for deaf, blind, and mobility-impaired gamers. Likewise, colorblind players can now enjoy the hugely popular Call of Duty: Black Ops thanks to a new mode that customizes the game鈥檚 display to create a spectrum of options to suit a player鈥檚 specific need.

Clearly, the metaverse can be a great enabler of inclusivity and open new doors.

A New Vista of Inclusion Opportunities Powered by the Metaverse

Imagine a metaverse loaded with features that welcome all to coexist in the surrounds of a safe virtual haven. Events like the marathon and my annual cycling event can become regular features in the metaverse, much like those in the real world today.

Add cutting-edge sports performance analytics from to this and challenged participants can receive a significant boost for their efforts of being recognized as competitive athletes. In fact, in the highly competitive world of Paralympics where every inch matters, teams that can get their hands on 麻豆原创 Sports One can integrate data from various sources and study consolidated insights from all the athletes on their team with real-time analytics. At the highest levels, where the gold medal is decided by seconds, even challenged athletes deserve the very best and can benefit from what cutting-edge performance analytics can offer. In the esports world today, organizations like readily use 麻豆原创 data and analytics solutions such as and to help make split second decisions and heighten their performances on the professional circuit.

With such precedents in place, the metaverse becomes a prime greenfield of opportunities and facilitates the development of an environment where inclusivity can genuinely thrive. This, coupled with gamification and play-to-earn models, can lead to the creation of an ecosystem in the metaverse that nurtures a virtual economy with limitless horizons. Brands and technology companies that are building an inclusive metaverse will enjoy numerous revenue-generating avenues and enhanced social agendas.

We are at the dawn of exciting times for sure.

To learn how software helps clubs and organizations digitalize sports performance management, visit .

Richard Whittington is senior vice president of Sports, Media, & Entertainment at 麻豆原创.

Given the popularity of esports and the rise of tournament broadcasts, the need for pre- and post-match analytics also applies to how fans view and consume these fast-paced games. 麻豆原创 has been working with esports teams, tournament organizers, and broadcasters over recent years to enable real-time analytics in esports.

麻豆原创 and well-known game developer and digital media company Valve have joined forces to build on the real-time insights to elevate the fan experience.

As the Official Cloud Analytics Partner of The International 11 (TI 11) tournament, 麻豆原创 is collaborating with Valve to automate and enhance the integration of advanced analytics into the broadcast in milliseconds before and after each match.

麻豆原创 Elevates the Fan Experience at The International

鈥淲hen discussing the need and desire to enhance The International鈥檚 broadcast statistics features, there was only one partner we believed could deliver on the objective, and that was 麻豆原创,鈥� said Sarah Kneller, executive producer at Valve. “With more than 2.7 million peak concurrent viewers for The International 10, our partnership with 麻豆原创 will allow us to bring the broadcast for TI 11 to the next level for our fans watching around the world.”

鈥淭hriving for constant innovation is the core of our business at 麻豆原创 and the reason why we are active in esports. The partnership with Valve was a logical next step and we鈥檙e eager to employ 麻豆原创 technologies that will enhance and elevate the fan experience during The International 11,鈥� said Lars Lamad茅, head of Global Sponsorships, 麻豆原创. “With all the knowledge we have gathered in the last years in esports broadcasts, we will add great features to make TI 11 broadcast as innovative, immersive, and compelling as possible.”

Real-Time Data and Analytics for Tournament Broadcast

Examples of the pre- and post-match insights available to the broadcast team include the identification of the most successful hero for a single player within the tournament, capturing and comparing win/loss data for different players, and calculating the averages of various tournament metrics, including average match duration, unique heroes played, etc.

Capturing and sharing these insights is possible thanks to 麻豆原创 HANA Cloud, which stores game data and provides instant access to historical data of all official matches in which TI players compete. 麻豆原创 Business Technology Platform (麻豆原创 BTP) hosts the data management, analytics, application development, and data integration, processing and analyzing the data for the broadcast in milliseconds. Thanks to the flexible data modeling capabilities of 麻豆原创 HANA Cloud, the requirements of the tournament can be realized quickly.

鈥淰alve is partnering with 麻豆原创 to enhance the fan experience for the Dota 2 Championship, The International 11,鈥� said JG Chirapurath, chief marketing and solutions officer for 麻豆原创 BTP at 麻豆原创. 鈥淪olutions powering 麻豆原创 Business Technology Platform, like 麻豆原创 HANA Cloud and 麻豆原创 Analytics Cloud, enable them to gain valuable insights on matches, teams, and players based on real-time data and analytics. Those insights bring the game to life and deliver a compelling experience to the fans watching across the globe.”

Setting the Stage

Starting with the release of Dota 2 in 2013, Valve created and organized an annual tournament known as The International. Now in its 11th edition, The International 11 has brought the world鈥檚 best Dota 2 players together in Singapore throughout October for one of the most prestigious esports events of the year. This is also reflected in the price pool, reaching $40 million in the last year.

The popularity of The International cannot be understated — the finals at last year鈥檚 event reached at more than 2.7 million viewers, setting a new tournament viewership record.

Who will win The International 11? Tune in to the tournament鈥檚
broadcast and see for yourself:

Esports is a rapidly growing industry. Online gaming and its competitive form, referred to as esports, are well on the way to becoming a global cultural phenomenon. These days, tournaments attract million-strong audiences and offer prize money also well into the millions. Gamers enjoy rock-star status and compete in sold-out stadiums. The took esports鈥� popularity to new heights and vastly accelerated its development. In 2020, revenue in the industry soared, surpassing US$1billion for the first time.

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Tournament in Berlin: 麻豆原创 Shows What Innovation and Data Can Do for Esports

麻豆原创 first joined forces with a professional esports team back in 2018. The company is the sponsor and official innovation partner of Team Liquid, one of the most successful gaming teams. has recently hosted the very first tournament of its own. The event鈥檚 executive sponsor, Martin Heinig, who is head of New Ventures and Technologies at 麻豆原创 and managing director of 麻豆原创 Labs Berlin, says: 鈥淚t is the first time 麻豆原创 owned an esports event, making this experience so unique. It excites me to see how we were able to bring together students and 麻豆原创 employees to see them play against each other and contribute to their gaming success with 麻豆原创 technologies, such as in-game data analytics. I’m very proud that 麻豆原创 Labs Berlin hosted this special event.鈥�

In holding its own competition, 麻豆原创 showed how it is not just part of the esport ecosystem but that it can help shape it, too. 麻豆原创 Labs Berlin is constantly looking for ways to raise its profile in the German capital鈥檚 esports scene, which is one of the biggest of its kind. Digital gaming has the potential to be a significant economic opportunity for the city.

Juergen Mueller, member of the Executive Board and chief technology officer at 麻豆原创, was at the tournament, too. He is a huge esports and gaming fan: 鈥淚t’s amazing! The arena is packed, you can sense the excitement, it鈥檚 noisy, and many people are having a lot of fun. 麻豆原创 and esports are a great match. As a technology company, we use our expertise in data analytics and innovation in esports just like in any other business area to help gamers tell the story behind their data. I鈥檓 happy to see the immense interest from our customers, partners, and students on-site.鈥�

Competitors battled it out over Dota 2, the sequel to Defense of the Ancients, which aficionados abbreviate to Dota. In this game, two teams play against each other, with one side trying to take and destroy the main building, called the 鈥淎ncient,鈥� and the other side defending it. Each team has five players, and each player controls a 鈥渉ero鈥� from a bird鈥檚-eye view. The game has a pool of more than 120 heroes with different abilities.

Dota 2 has many facets and is tactically demanding. Each hero has a 鈥渢alent tree鈥�: when a player reaches a particular experience level, their hero can gain extra talents. This results in thousands of possible combinations, which makes each game unique.

New Insights from 麻豆原创: How Data Can Improve Performance

At the professional level, by 麻豆原创. The data and analytics tools available to the team help ensure it is best prepared for competitions and for countering its opponents鈥� tactics. The solutions it uses are built on (麻豆原创 BTP) and include 麻豆原创 HANA Cloud and artificial intelligence (AI) functionality. Being able to analyze data in real time enables professional gamers to optimize their performance and make faster decisions during the match itself.

Just like in the business world, the players need to be able to spot which information is most relevant to them instantly if they are to gain strategic advantage from it. An esport tournament creates huge amounts of data, so 麻豆原创 realized it needed to display the data it captured in a clear and visually appealing way. 鈥淚t’s inspiring to see that 麻豆原创 technology provides value in an esports context by improving player performance through live data and insights,鈥� says Heinig.

Match data and statistics can be shared with audiences and commentators in real time, giving them greater insights into each player鈥檚 performance and helping them better understand certain decisions. At the 麻豆原创 event, matches played by the finalists demonstrated how this works. As at professional tournaments, Jonathan Liebig (nicknamed 鈥淧impmuckL鈥�), one of the top observers and producers of Dota 2, ensured spectators did not miss any of the action. 麻豆原创 BTP was used to combine data from past games with live data from the finals, which Liebig could use to and player performance to the audience.

Bringing Together Students, Fans, and Employees

At the tournament in Berlin, 麻豆原创 offered spectators a hybrid experience, combining an in-person event with live streaming. Almost 100 gamers took part, half of whom were students and the other half 麻豆原创 employees. Since they competed as mixed teams, the event was also an opportunity to network. More than 230 guests came to the venue, with 2,500 viewers following the action on the live-streaming portal Twitch. On social media, the event reached more than 420,000 people.

The tournament was a big hit with the students: 鈥淚 wouldn鈥檛 have thought that 麻豆原创 has a connection to esports. I’m really happy to have been part of this special event in Berlin, and it鈥檚 great to see that 麻豆原创 is doing something so cool. Also, it is an amazing opportunity to network and I could meet the CTO of 麻豆原创!鈥� says Fritz Hinze, a student at the Free University of Berlin.

The competition brought friends and 麻豆原创 employees together to share their passion for gaming. In a live online interview, Mathis 鈥淛abbz鈥� Friesel, one of Germany鈥檚 professional Dota 2 players and an analyst on Team Liquid, gave the audience a glimpse of how his team uses 麻豆原创鈥檚 data and analytics solutions to prepare for games by analyzing opponents鈥� playing style and strategies. The event was organized just like a professional tournament, giving spectators and the players an authentic experience. They could also try out that are normally available only to the pros on Team Liquid.