How Sevilla’s data-driven methodology can help Saudi and regional clubs punch above their weight

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Sevilla have won the UEFA Cup/Europa League a record seven times. (Sevilla FC)
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Sevilla’s Deputy General Manager Jesus Arroyo says one of the club’s pillars in their strategic plan is innovation and knowledge. (Sevilla FC)
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Updated 22 December 2023
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How Sevilla’s data-driven methodology can help Saudi and regional clubs punch above their weight

  • The Spanish club, long famed for its scouting system, has now incorporated technology and AI to compete with richer clubs

Few clubs in world football have punched above their weight in the last two decades quite like Sevilla FC.

In a landscape that includes arguably the world’s two biggest clubs, Real Madrid and Barcelona, as well as the likes of Atletico Madrid, Valencia and Athletic Club, Sevilla have managed to achieve remarkable success since promotion to La Liga from the Segunda Division in 2000/2001.

The Cope del Rey, Spain’s premier cup competition, was won twice in 2007 and 2010, while the Supercopa de Espana was also claimed in 2007.

Where Seville have achieved astonishing success, however, is in the UEFA Europe League, and its predecessor, the UEFA Cup.

The Andalusian club have won the trophy a record seven times, and are the current holders after defeating Roma on penalties in last year’s final.

At the heart of this success has been a scouting network that for long was the envy of the rest of Europe, and the world.

Speaking at the recent World Football Summit - Asia held in Jeddah, Sevilla’s Deputy General Manager Jesus Arroyo revealed how the club went from identifying some of the finest global talent via an intricate scouting system, to incorporating a new data-driven AI methodology in recent years.

It is strategy that he believes can help small- and medium-sized clubs in Saudi Arabia and the region compete with the big boys.

“One of our pillars in our strategic plan is innovation and knowledge,” he said. “Sevilla has the responsibility and commitment to try to share our knowledge, our experience with the rest of the football industry. Based on this vision, we have developed a (software) program where we try and achieve three main goals.”

“The first one is to try to develop the players,” said Arroyo. “We want to share our methodology with the players, with foreign players in order that they may grow with the methodology of Sevilla FC. We are talking about a club with tradition of more than 130 years.”

“The intention is to try and grow players with our methodology,” he said. “We have different programs. One program is to host players from other associations, for example, from Saudi Arabia. Come to Seville for a period of time, and we will provide a holistic service of training methodology, and some experience with first team to smell how important (being) a profession is.”

Arroyo revealed Sevilla’s intention to put together a team made up entirely of young foreign players, or trialists, next season.

“Of course we follow the rules of transfer of minors under 20,” he said. “But it’s not a matter of transfers, it’s not a matter of money. It’s a matter of sharing our knowledge with the players.”

The second pillar, according to Arroyo, provides training programs for coaches from around the world in the processes set in place at Sevilla, from the youth teams all the way up to the first team.

“Finally, the third pillar is to try and engage clubs and federations, where we can have a consultancy program partnership to grow in knowledge, in business, in sport.”

“If I had to highlight it on one sentence, it is a clear commitment of the club to share our innovation and to share our knowledge with the football industry,” said Arroyo.

From the early years of the 21st century, Sevilla established one of world football’s finest scouting systems, identifying young talent in Spain and from around the world, and developing them into world class players at the Ramon Sanchez Pizjuan Stadium. The big clubs would then come calling for the likes of Danny Alves and Sergio Ramos, and the club would repeat the cycle all over again.

However, as wide-ranging technical scouting departments for clubs became the norm, Sevilla had to innovate again to differentiate themselves from the pack.

“Five years ago, we asked internally how can we grow?” said Arroyo. “And we have a very clear (answer) that we had to do something else, something different. The answer was, we have to use the technology. We have to use the technology to do the same process, and the new process, in a very efficient way.”

“That means that, for instance, we apply technology on the ticketing side, or we apply the technology in order to mix the objective data provided by the performance of the players on the field, but also the subjective information that our scouts provide through the players.”

Elias Zamora, Sevilla’s chief data officer, does not have a football background — in true “Moneyball” tradition. He comes from “science, physics and mathematics” and before football, was involved in the stock market, where he developed financial algorithms.

In 2019, Zamora met with Arroyo, CEO Jose Maria Cruz, and Sevilla’s board of directors to map out the club’s transition into the tech age, and then in 2021, he was named chief data officer.

“So the question is, if we don’t do anything, if we just do the same as other people, we are going to get the same result of other people,” he said.

“And the results are typically dependent on money. The more money you have, the better results you’ll get, if you don’t do anything special. So because we don’t have more money than others, we have to do things in different ways in order to try to get a competitive advantage.”

“This was the idea. When I speak about data, let us speak about information. Information is directly under Jesus (Arroyo), and under the CEO, which means that we use information not just for business, not just for a sport, but we try to use data, that is information, for all the key areas of the club.”

That includes the fundamental areas of ticketing, sponsorships, marketing and retail.

With a team of more than 25 professionals dedicated to research and development, Sevilla have the biggest data department in continental European football, says Zamora. Using the software “AI Football,” they have one of the most advanced in the world as well.

“We have the capacity of developing our own technology. So we are the first club in Spain, for example, that was able to provide technology to La Liga, and not the (other way round).”

If embraced, Sevilla’s methodology can have a wide-ranging impact for clubs in the Middle East and Asia.

The revolution that swept through Saudi Arabian football over the last year has brought some of the world’s best players to the Kingdom’s elite clubs. However, those outside the “Big Four” of Al-Hilal, Al-Nassr, Al-Ahli and Al-Ittihad, must find other ways to compete.

Zamora reiterates Arroyo’s belief that Sevilla’s strategy could be the answer.

“This because we have our own team that is developing software and technology for our internal questions. And sometimes our internal questions are also the same questions as a club in Saudi Arabia, a club in Morocco, a club in Asia can have.”

“We are completely open to share this knowledge and to help (all clubs).”


Hosts Morocco off to winning start at Africa Cup of Nations

Updated 22 December 2025
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Hosts Morocco off to winning start at Africa Cup of Nations

  • Soufiane Rahimi had a penalty saved in a frustrating first half for much-fancied Morocco
  • Win saw Morocco, Africa’s best team in FIFA rankings in 11th place, to extend world-record winning run to 19 consecutive matches

RABAT: Brahim Diaz and Ayoub El-Kaabi scored second-half goals as hosts Morocco got their Africa Cup of Nations bid off to a winning start by beating minnows Comoros 2-0 in the tournament’s opening game on Sunday.
Soufiane Rahimi had a penalty saved in a frustrating first half for much-fancied Morocco, but Diaz fired home from inside the area 10 minutes after the interval at the Prince Moulay Abdellah Stadium in the capital Rabat.
Substitute El-Kaabi then got the second with a stunning overhead kick, and the victory on a wet and cold night sets the Atlas Lions up for the potentially tougher tests to come in Group A against Mali and Zambia.
The result also allowed Morocco, Africa’s best team in the FIFA rankings in 11th place, to extend their world-record winning run to 19 consecutive matches.
The game was played out before a crowd of 60,180, with Moroccan Crown Prince Moulay Hassan — who appeared on the pitch ahead of kick-off — and FIFA president Gianni Infantino among those in attendance.
Morocco’s star man and captain Achraf Hakimi also ended up watching the entire game from the bench, with coach Walid Regragui preserving the Paris Saint-Germain full-back who has not played since suffering an ankle injury with his club at the start of November.
It looked set to be a long night for Comoros when Morocco won a penalty in the 10th minute as playmaker Diaz was tripped inside the box by Iyad Mohamed.
But Rahimi’s spot-kick was kept out by the legs of Yannick Pandor as the Comoros goalkeeper dived to his right, and the visitors then succeeded in thwarting their more illustrious hosts for the remainder of the first half.

- Stunning overhead kick -

However Morocco, who also saw veteran center-back Romain Saiss come off injured early on, succeeded in breaking down their opponents after half-time.
Comoros, the tiny Indian Ocean archipelago who are 108th in the world rankings, had their resistance ended as the opening goal arrived on 55 minutes.
Manchester United’s Noussair Mazraoui, starting at right-back with Hakimi not yet quite fully fit, picked up the ball on the right side of the penalty area and squared for Real Madrid’s Spanish-born number 10 Diaz to score.
Morocco, who had seen Neil El Aynaoui almost break the deadlock just before that, then saw space open up although Comoros had a chance of their own as Rafiki Said was denied when clean through on goal.
Mazraoui forced a good save from Pandor before El-Kaabi, of Greek giants Olympiakos, lit up the occasion by meeting a cross in from the left by Anass Salah-Eddine with a magnificent overhead bicycle kick to make it 2-0.
Morocco’s next game will be on Friday against Mali, who begin their campaign by taking on Zambia in Casablanca on Monday.
Elsewhere on Monday, South Africa face Angola in Marrakech before Mohamed Salah’s Egypt — the record seven-time African champions chasing a first title since 2010 — get their bid up and running against outsiders Zimbabwe in Agadir in Group B.
This latest edition of the Cup of Nations is the first to start in one year and end in another, with the final to take place in Rabat on January 18.