{"id":35022,"date":"2026-07-01T15:56:32","date_gmt":"2026-07-01T12:56:32","guid":{"rendered":"https:\/\/www.merceknet.com\/tr\/?p=35022"},"modified":"2026-07-01T15:56:32","modified_gmt":"2026-07-01T12:56:32","slug":"kosam-raporu-futbol-artik-veri-savasi-alanina-donustu","status":"publish","type":"post","link":"https:\/\/www.merceknet.com\/tr\/2026\/07\/01\/kosam-raporu-futbol-artik-veri-savasi-alanina-donustu\/","title":{"rendered":"KOSAM raporu: Futbol art\u0131k veri sava\u015f\u0131 alan\u0131na d\u00f6n\u00fc\u015ft\u00fc"},"content":{"rendered":"

Kalk\u0131nma Odakl\u0131 Stratejik Ara\u015ft\u0131rmalar Merkezi, k\u00fcresel futbol ekosistemini temelinden de\u011fi\u015ftiren teknolojik d\u00f6n\u00fc\u015f\u00fcm\u00fc analiz eden kapsaml\u0131 raporunu kamuoyuyla payla\u015ft\u0131.<\/p>\n

\u201cFutbol End\u00fcstrisinde Yapay Zek\u00e2n\u0131n Gelece\u011fi\u201d ba\u015fl\u0131kl\u0131 raporda, ye\u015fil sahalardaki rekabetin art\u0131k yaln\u0131zca fiziksel g\u00fc\u00e7, teknik kapasite ve taktik anlay\u0131\u015fla de\u011fil, algoritmik \u00fcst\u00fcnl\u00fck, veri i\u015fleme kapasitesi ve yapay zeka entegrasyonuyla da belirlendi\u011fi ortaya konuldu.<\/p>\n

Raporun zamanlamas\u0131 ise dikkat \u00e7ekti. Amerika Birle\u015fik Devletleri, Kanada ve Meksika ortakl\u0131\u011f\u0131nda d\u00fczenlenen 2026 FIFA D\u00fcnya Kupas\u0131, futbol tarihinin en kapsaml\u0131 yapay zeka entegrasyonuna sahne oluyor. FIFA\u2019n\u0131n duyurdu\u011fu teknolojiler, Kalk\u0131nma Odakl\u0131 Stratejik Ara\u015ft\u0131rmalar Merkezi raporunda yer alan temel bulgular\u0131 do\u011frulayan \u00f6rnekler olarak de\u011ferlendirildi.<\/p>\n

Futbolun yeni rekabet alan\u0131 veri oldu<\/h2>\n

Kalk\u0131nma Odakl\u0131 Stratejik Ara\u015ft\u0131rmalar Merkezi raporuna g\u00f6re, futbol art\u0131k sadece sahada oynanan bir oyun olmaktan \u00e7\u0131karak veri, medya, finans, sa\u011fl\u0131k ve teknolojinin i\u00e7 i\u00e7e ge\u00e7ti\u011fi devasa bir end\u00fcstri haline geldi.<\/p>\n

Raporda, kul\u00fcplerin ve federasyonlar\u0131n gelecekteki ba\u015far\u0131s\u0131n\u0131n yaln\u0131zca sahadaki performansla de\u011fil, sahip olduklar\u0131 dijital altyap\u0131, veri okuryazarl\u0131\u011f\u0131, yapay zeka kullan\u0131m\u0131 ve analitik kapasiteyle de belirlenece\u011fi ifade edildi.<\/p>\n

\u201cFutbolun DNA\u2019s\u0131 yeniden yaz\u0131l\u0131yor\u201d<\/h2>\n

Kalk\u0131nma Odakl\u0131 Stratejik Ara\u015ft\u0131rmalar Merkezi Y\u00f6netim Kurulu Ba\u015fkan Yard\u0131mc\u0131s\u0131 Serkan Se\u00e7kinli, raporun sonu\u00e7lar\u0131 ve 2026 FIFA D\u00fcnya Kupas\u0131\u2019ndaki yans\u0131malar\u0131na ili\u015fkin de\u011ferlendirmelerde bulundu.<\/p>\n

Futbolun yaln\u0131zca bir spor dal\u0131 olarak g\u00f6r\u00fclmemesi gerekti\u011fini vurgulayan Se\u00e7kinli, futbolun art\u0131k medya, finans, sa\u011fl\u0131k ve teknolojinin i\u00e7 i\u00e7e ge\u00e7ti\u011fi \u00e7ok katmanl\u0131 bir end\u00fcstri oldu\u011funu s\u00f6yledi.<\/p>\n

Se\u00e7kinli, \u201c2026 D\u00fcnya Kupas\u0131, bu d\u00f6n\u00fc\u015f\u00fcm\u00fcn laboratuvar\u0131 niteli\u011finde. FIFA\u2019n\u0131n hayata ge\u00e7irdi\u011fi yenilikler, futbolun DNA\u2019s\u0131n\u0131n yeniden yaz\u0131ld\u0131\u011f\u0131n\u0131 ortaya koyuyor. D\u00fcnyan\u0131n en b\u00fcy\u00fck sosyal ve ekonomik organizasyonlar\u0131ndan biri olan futbol, bug\u00fcn sessiz ama derinden bir veri sava\u015f\u0131na sahne oluyor. KOSAM olarak haz\u0131rlad\u0131\u011f\u0131m\u0131z bu rapor, T\u00fcrk futbolunun ve k\u00fcresel payda\u015flar\u0131n dijital devrimde bizzat oyun kurucu olmalar\u0131 i\u00e7in stratejik bir pusula g\u00f6revi g\u00f6r\u00fcyor\u201d dedi.<\/p>\n

\u201cVeriyi y\u00f6neten, yar\u0131n\u0131n futbol ekosistemini de y\u00f6netecek\u201d<\/h2>\n

Serkan Se\u00e7kinli, teknolojinin futbolun do\u011fas\u0131n\u0131 k\u00f6kten de\u011fi\u015ftirdi\u011fini belirterek, geleneksel futbol anlay\u0131\u015f\u0131n\u0131n yerini veri okuryazarl\u0131\u011f\u0131 ve yapay zeka entegrasyonunun belirleyici oldu\u011fu yeni bir d\u00f6neme b\u0131rakt\u0131\u011f\u0131n\u0131 ifade etti.<\/p>\n

Se\u00e7kinli, \u201cArt\u0131k kul\u00fcplerimiz sahadaki skorlara ilave olarak sahip olduklar\u0131 dijital altyap\u0131 ve analitik yetkinliklerle k\u00fcresel rekabette varl\u0131k g\u00f6steriyor. Nas\u0131l ki lojistik koridorlarda jeopolitik konumumuz bir stratejik vizyona d\u00f6n\u00fc\u015fmek zorundaysa, spor end\u00fcstrisinde de elimizdeki veriyi i\u015fleme kapasitemiz bir ulusal g\u00fc\u00e7 unsuru h\u00e2line geliyor. Bug\u00fcn veriyi y\u00f6neten, yar\u0131n\u0131n futbol ekosistemini de y\u00f6netecek\u201d de\u011ferlendirmesinde bulundu.<\/p>\n

2026 D\u00fcnya Kupas\u0131 teknolojik d\u00f6n\u00fc\u015f\u00fcm\u00fcn sahas\u0131 oldu<\/h2>\n

Kalk\u0131nma Odakl\u0131 Stratejik Ara\u015ft\u0131rmalar Merkezi raporunda, 2026 FIFA D\u00fcnya Kupas\u0131\u2019nda kullan\u0131lan yeni nesil teknolojilerin futbolun gelece\u011fine dair g\u00fc\u00e7l\u00fc i\u015faretler verdi\u011fi belirtildi.<\/p>\n

Se\u00e7kinli, yeni nesil ofsayt teknolojisi, anl\u0131k sesli uyar\u0131 sistemleri, \u00fc\u00e7 boyutlu dijital ikizler, yapay zeka destekli hakem kameralar\u0131, yay\u0131n gecikmesini azaltan sistemler ve ak\u0131ll\u0131 komuta merkezlerinin futbolun teknolojiyle yeniden tan\u0131mland\u0131\u011f\u0131n\u0131 g\u00f6sterdi\u011fini s\u00f6yledi.<\/p>\n

D\u00fcnya Kupas\u0131\u2019nda kullan\u0131lan teknolojiler<\/h2>\n\n\n\n\n\n\n\n\n\n\n
Teknoloji<\/th>\nFutbola etkisi<\/th>\n<\/tr>\n
Yeni nesil ofsayt teknolojisi<\/td>\nKarar s\u00fcrelerini azalt\u0131yor, gereksiz ko\u015fular\u0131 \u00f6nleyerek sakatl\u0131k riskini d\u00fc\u015f\u00fcr\u00fcyor<\/td>\n<\/tr>\n
Anl\u0131k sesli uyar\u0131 sistemi<\/td>\nHakem karar s\u00fcre\u00e7lerini h\u0131zland\u0131r\u0131yor<\/td>\n<\/tr>\n
3D dijital ikizler<\/td>\nVideo Yard\u0131mc\u0131 Hakem kararlar\u0131nda algoritmik \u015feffafl\u0131k sa\u011fl\u0131yor<\/td>\n<\/tr>\n
Football AI Pro<\/td>\nVerinin daha geni\u015f akt\u00f6rler taraf\u0131ndan kullan\u0131lmas\u0131na imk\u00e2n tan\u0131yor<\/td>\n<\/tr>\n
AI destekli hakem kameralar\u0131<\/td>\nYay\u0131n deneyimini g\u00fc\u00e7lendiriyor, taraftar\u0131 ma\u00e7\u0131n merkezine ta\u015f\u0131yor<\/td>\n<\/tr>\n
IPTV ve d\u00fc\u015f\u00fck gecikmeli yay\u0131n<\/td>\nYay\u0131n gecikmesini 5 saniyenin alt\u0131na indiriyor<\/td>\n<\/tr>\n
Ak\u0131ll\u0131 komuta merkezi<\/td>\nDijital ikiz teknolojisini stadyum \u00f6l\u00e7e\u011fine ta\u015f\u0131yor<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u201c\u00d6ng\u00f6r\u00fcsel sa\u011fl\u0131k y\u00f6netimi sahada\u201d<\/h2>\n

Se\u00e7kinli\u2019ye g\u00f6re 2026 D\u00fcnya Kupas\u0131\u2019nda kullan\u0131lan yeni nesil ofsayt teknolojisi, yaln\u0131zca karar s\u00fcre\u00e7lerini h\u0131zland\u0131rmakla kalm\u0131yor, ayn\u0131 zamanda gereksiz ko\u015fular\u0131 \u00f6nleyerek oyuncular\u0131n sakatl\u0131k riskini de azalt\u0131yor.<\/p>\n

Bu durum, raporda vurgulanan \u201c\u00f6ng\u00f6r\u00fcsel sa\u011fl\u0131k y\u00f6netimi\u201d yakla\u015f\u0131m\u0131n\u0131n sahadaki somut kar\u015f\u0131l\u0131\u011f\u0131 olarak de\u011ferlendiriliyor.<\/p>\n

VAR kararlar\u0131nda algoritmik \u015feffafl\u0131k<\/h2>\n

Raporda, \u00fc\u00e7 boyutlu dijital ikiz teknolojilerinin Video Yard\u0131mc\u0131 Hakem kararlar\u0131nda \u015feffafl\u0131\u011f\u0131 art\u0131rd\u0131\u011f\u0131 belirtildi.<\/p>\n

Se\u00e7kinli, bu sistemlerin hakem kararlar\u0131na g\u00fcveni art\u0131rd\u0131\u011f\u0131n\u0131 ve raporda \u00f6nerilen etik denetim mekanizmalar\u0131n\u0131n teknolojik kar\u015f\u0131l\u0131\u011f\u0131 niteli\u011finde oldu\u011funu s\u00f6yledi.<\/p>\n

Football AI Pro T\u00fcrkiye i\u00e7in f\u0131rsat olabilir<\/h2>\n

Kalk\u0131nma Odakl\u0131 Stratejik Ara\u015ft\u0131rmalar Merkezi raporunda, Football AI Pro gibi sistemlerin verinin demokratikle\u015fmesi a\u00e7\u0131s\u0131ndan \u00f6nemli oldu\u011fu belirtildi.<\/p>\n

Se\u00e7kinli, bu t\u00fcr teknolojilerin \u201ct\u00fcm akt\u00f6rlere e\u015fit eri\u015fim hakk\u0131\u201d \u00e7a\u011fr\u0131s\u0131n\u0131 hayata ge\u00e7irdi\u011fini ifade ederek, T\u00fcrkiye gibi geli\u015fmekte olan futbol \u00fclkeleri i\u00e7in bunun b\u00fcy\u00fck bir f\u0131rsat oldu\u011funu vurgulad\u0131.<\/p>\n

D\u00f6rt alanda b\u00fcy\u00fck d\u00f6n\u00fc\u015f\u00fcm<\/h2>\n

Rapora g\u00f6re yapay zeka futbolun d\u00f6rt kritik alan\u0131nda k\u00f6kl\u00fc d\u00f6n\u00fc\u015f\u00fcm olu\u015fturuyor.<\/p>\n

Bunlar sa\u011fl\u0131k y\u00f6netimi, transfer politikalar\u0131, taraftar deneyimi ve etik denetim olarak s\u0131ralan\u0131yor.<\/p>\n\n\n\n\n\n\n\n
Alan<\/td>\nYapay zekan\u0131n etkisi<\/td>\n<\/tr>\n
Sa\u011fl\u0131k<\/td>\nSakatl\u0131k riskleri \u00f6ng\u00f6r\u00fcsel modellerle analiz ediliyor<\/td>\n<\/tr>\n
Transfer<\/td>\nOyuncu izleme ve analiz s\u00fcre\u00e7leri h\u0131zlan\u0131yor, insan yanl\u0131l\u0131\u011f\u0131 azal\u0131yor<\/td>\n<\/tr>\n
Taraftar deneyimi<\/td>\nAk\u0131ll\u0131 stadyumlar ve ki\u015fiselle\u015ftirilmi\u015f i\u00e7eriklerle ba\u011fl\u0131l\u0131k art\u0131yor<\/td>\n<\/tr>\n
Etik<\/td>\nVeri mahremiyeti, algoritmik \u00f6nyarg\u0131 ve biyometrik veri kullan\u0131m\u0131 denetim gerektiriyor<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

Sakatl\u0131k oranlar\u0131nda d\u00fc\u015f\u00fc\u015f hedefleniyor<\/h2>\n

Serkan Se\u00e7kinli, yapay zeka destekli sa\u011fl\u0131k sistemleriyle sakatl\u0131k risklerinde sezgisel yakla\u015f\u0131mlar\u0131n yerini \u00f6ng\u00f6r\u00fcsel modellere b\u0131rakt\u0131\u011f\u0131n\u0131 s\u00f6yledi.<\/p>\n

Zone7 benzeri sistemler sayesinde sakatl\u0131k oranlar\u0131n\u0131n y\u00fczde 28 azald\u0131\u011f\u0131n\u0131 belirten Se\u00e7kinli, bunun milyonlarca avroluk sporcu yat\u0131r\u0131m\u0131n\u0131n korunmas\u0131 anlam\u0131na geldi\u011fini ifade etti.<\/p>\n

Transferde yapay zeka d\u00f6nemi<\/h2>\n

Raporda, transfer s\u00fcre\u00e7lerinde yapay zekan\u0131n insan yanl\u0131l\u0131\u011f\u0131n\u0131 minimuma indirdi\u011fi ve kul\u00fcplerin on binlerce oyuncuyu k\u0131sa s\u00fcrede analiz edebilmesine imk\u00e2n sa\u011flad\u0131\u011f\u0131 vurguland\u0131.<\/p>\n

Bu teknolojilerin, \u00f6zellikle k\u0131s\u0131tl\u0131 kaynaklarla rekabet eden kul\u00fcpler i\u00e7in hayati \u00f6nem ta\u015f\u0131d\u0131\u011f\u0131 belirtildi.<\/p>\n

Taraftar deneyimi dijitalle\u015fiyor<\/h2>\n

Ak\u0131ll\u0131 stadyumlar ve taraftar etkile\u015fimi de raporda \u00f6ne \u00e7\u0131kan ba\u015fl\u0131klar aras\u0131nda yer ald\u0131.<\/p>\n

Y\u00fcz tan\u0131ma, dinamik bilet fiyatlama ve ki\u015fiselle\u015ftirilmi\u015f i\u00e7erik motorlar\u0131n\u0131n taraftar ba\u011fl\u0131l\u0131\u011f\u0131n\u0131 art\u0131rd\u0131\u011f\u0131 ifade edildi.<\/p>\n

Rapora g\u00f6re taraftarla kurulan ba\u011f, art\u0131k yaln\u0131zca ma\u00e7 g\u00fcn\u00fcyle s\u0131n\u0131rl\u0131 kalm\u0131yor; 7 g\u00fcn 24 saat s\u00fcren dijital bir etkile\u015fime d\u00f6n\u00fc\u015f\u00fcyor.<\/p>\n

Etik zemin uyar\u0131s\u0131<\/h2>\n

Serkan Se\u00e7kinli, t\u00fcm bu d\u00f6n\u00fc\u015f\u00fcm\u00fcn etik bir zeminde y\u00fckselmesi gerekti\u011fine dikkat \u00e7ekti.<\/p>\n

FIFA\u2019n\u0131n oyuncu verilerini toplama ve turnuva sonras\u0131 imha s\u00fcre\u00e7lerine ili\u015fkin sorular\u0131n cevap bekledi\u011fini belirten Se\u00e7kinli, veri mahremiyeti ve algoritmik \u00f6nyarg\u0131larla m\u00fccadelenin dijital d\u00f6n\u00fc\u015f\u00fcm\u00fcn vazge\u00e7ilmez bir par\u00e7as\u0131 oldu\u011funu vurgulad\u0131.<\/p>\n

KOSAM\u2019dan kul\u00fcplere ve federasyonlara yol haritas\u0131<\/h2>\n

Kalk\u0131nma Odakl\u0131 Stratejik Ara\u015ft\u0131rmalar Merkezi raporu, kul\u00fcplere ve federasyonlara 2026 D\u00fcnya Kupas\u0131\u2019n\u0131n g\u00f6sterdi\u011fi teknolojik seviyeyi yakalamalar\u0131 i\u00e7in stratejik \u00f6neriler de sundu.<\/p>\n

Se\u00e7kinli, kul\u00fcplerde yapay zeka direkt\u00f6rl\u00fcklerinin kurulmas\u0131, veri tabanl\u0131 altyap\u0131 reformlar\u0131n\u0131n yap\u0131lmas\u0131, dijital etik kurullar\u0131n\u0131n olu\u015fturulmas\u0131, finansal modellemenin standart hale getirilmesi ve \u00fcniversite-sanayi-spor i\u015f birli\u011finin g\u00fc\u00e7lendirilmesi gerekti\u011fini belirtti.<\/p>\n

KOSAM\u2019\u0131n 5 stratejik \u00f6nerisi<\/h2>\n\n\n\n\n\n\n\n\n
\u00d6neri<\/td>\nAma\u00e7<\/td>\n<\/tr>\n
AI Direkt\u00f6rl\u00fc\u011f\u00fc kurulmas\u0131<\/td>\nVeri y\u00f6netiminin profesyonellere emanet edilmesi<\/td>\n<\/tr>\n
Veri tabanl\u0131 altyap\u0131 reformu<\/td>\nGen\u00e7 yetenek geli\u015fimine yapay zeka mod\u00fcllerinin entegre edilmesi<\/td>\n<\/tr>\n
Dijital etik kurullar\u0131<\/td>\nYapay zeka kullan\u0131m standartlar\u0131n\u0131n denetlenmesi<\/td>\n<\/tr>\n
Finansal modelleme<\/td>\nTransferden sponsorlu\u011fa t\u00fcm yat\u0131r\u0131mlarda veriye dayal\u0131 karar al\u0131nmas\u0131<\/td>\n<\/tr>\n
\u00dcniversite-sanayi-spor i\u015f birli\u011fi<\/td>\nTeknopark ekosistemlerinin kul\u00fcplerle bulu\u015fturulmas\u0131<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u201cAI Direkt\u00f6rl\u00fc\u011f\u00fc kurulmal\u0131\u201d<\/h2>\n

Se\u00e7kinli, kul\u00fcplerde veri y\u00f6netimi ve yapay zeka uygulamalar\u0131n\u0131n profesyonel bir yap\u0131 alt\u0131nda y\u00f6netilmesi gerekti\u011fini s\u00f6yledi.<\/p>\n

Rapora g\u00f6re, kul\u00fcpler b\u00fcnyesinde kurulacak AI Direkt\u00f6rl\u00fc\u011f\u00fc, performans analizinden transfer planlamas\u0131na, taraftar etkile\u015fiminden sa\u011fl\u0131k y\u00f6netimine kadar \u00e7ok say\u0131da alanda stratejik rol \u00fcstlenebilir.<\/p>\n

TFF\u2019ye Football AI Pro benzeri sistem \u00f6nerisi<\/h2>\n

Raporda, T\u00fcrkiye Futbol Federasyonu taraf\u0131ndan Football AI Pro benzeri sistemlerin t\u00fcm kul\u00fcplerin kullan\u0131m\u0131na sunulmas\u0131 \u00f6nerildi.<\/p>\n

Bu sayede kul\u00fcplerin veri analizine eri\u015fim imkanlar\u0131n\u0131n e\u015fitlenebilece\u011fi ve \u00f6zellikle altyap\u0131 geli\u015fiminde yapay zeka destekli modellerin yayg\u0131nla\u015ft\u0131r\u0131labilece\u011fi ifade edildi.<\/p>\n

\u201cGelece\u011fe haz\u0131rl\u0131kl\u0131 olmak g\u00f6revdir\u201d<\/h2>\n

Serkan Se\u00e7kinli, 2026 D\u00fcnya Kupas\u0131\u2019n\u0131n futbolun gelece\u011fine dair g\u00fc\u00e7l\u00fc bir senaryo sundu\u011funu belirtti.<\/p>\n

Se\u00e7kinli, \u201c2026 D\u00fcnya Kupas\u0131, bize bir gelecek senaryosu sunuyor: Algoritmik teknik direkt\u00f6rl\u00fck, 3D avatar ile y\u00f6netilen VAR kararlar\u0131, anl\u0131k veri ak\u0131\u015f\u0131yla optimize edilen oyuncu performans\u0131. Bu turnuva ayn\u0131 zamanda futbolun 20 y\u0131l sonraki h\u00e2linin provas\u0131d\u0131r. Yapay zek\u00e2, futbol sahas\u0131nda art\u0131k stratejik bir karar vericidir\u201d dedi.<\/p>\n

\u201cT\u00fcrkiye bu de\u011fi\u015fimi uzaktan izleyemez\u201d<\/h2>\n

Se\u00e7kinli, T\u00fcrkiye\u2019nin futbol end\u00fcstrisindeki dijital d\u00f6n\u00fc\u015f\u00fcm\u00fc sadece takip eden de\u011fil, \u015fekillendiren bir akt\u00f6r olmas\u0131 gerekti\u011fini vurgulad\u0131.<\/p>\n

\u201c2030 ve sonras\u0131nda tam otonom karar sistemlerinin ve biyonik performans takibinin konu\u015fulaca\u011f\u0131 bir d\u00fcnyaya ad\u0131m at\u0131yoruz\u201d diyen Se\u00e7kinli, T\u00fcrkiye\u2019nin bu de\u011fi\u015fimi uzaktan izleme l\u00fcks\u00fc olmad\u0131\u011f\u0131n\u0131 s\u00f6yledi.<\/p>\n

Se\u00e7kinli, \u201cAksine teknolojiyi \u015fekillendiren ve kendi de\u011ferleriyle harmanlayan \u00f6nc\u00fc bir akt\u00f6r olmak zorunday\u0131z. KOSAM, bu yolda t\u00fcm payda\u015flar\u0131m\u0131zla birlikte \u00e7al\u0131\u015fmaya haz\u0131rd\u0131r\u201d ifadelerini kulland\u0131.<\/p>\n

Raporun tamam\u0131 KOSAM sitesinde<\/h2>\n

\u201cFutbol End\u00fcstrisinde Yapay Zek\u00e2n\u0131n Gelece\u011fi\u201d raporunun tamam\u0131na Kalk\u0131nma Odakl\u0131 Stratejik Ara\u015ft\u0131rmalar Merkezi\u2019nin internet sitesi \u00fczerinden eri\u015filebiliyor.<\/p>\n

KOSAM\u2019\u0131n raporu, futbolun gelece\u011finde verinin, yapay zekan\u0131n ve etik denetimin belirleyici rol \u00fcstlenece\u011fini ortaya koyarken, T\u00fcrk futbolunun bu d\u00f6n\u00fc\u015f\u00fcmde pasif izleyici de\u011fil, oyun kurucu olmas\u0131 gerekti\u011fi mesaj\u0131n\u0131 veriyor.<\/p>\n","protected":false},"excerpt":{"rendered":"

Kalk\u0131nma Odakl\u0131 Stratejik Ara\u015ft\u0131rmalar Merkezi, \u201cFutbol End\u00fcstrisinde Yapay Zek\u00e2n\u0131n Gelece\u011fi\u201d ba\u015fl\u0131kl\u0131 raporunda futbolun teknolojik d\u00f6n\u00fc\u015f\u00fcm\u00fcn\u00fc mercek alt\u0131na ald\u0131. Raporda, 2026 FIFA D\u00fcnya Kupas\u0131\u2019nda kullan\u0131lan yapay zeka destekli sistemlerin, futbolun art\u0131k yaln\u0131zca fiziksel g\u00fc\u00e7le de\u011fil veri, algoritma ve analitik \u00fcst\u00fcnl\u00fckle de \u015fekillendi\u011fini ortaya koydu\u011fu vurguland\u0131.<\/p>\n","protected":false},"author":6,"featured_media":35023,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2534,14],"tags":[3394,954],"class_list":["post-35022","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-2-bolge","category-konya","tag-karatay-belediyesi","tag-kosam"],"yoast_head":"\nKOSAM raporu: Futbol art\u0131k veri sava\u015f\u0131 alan\u0131na d\u00f6n\u00fc\u015ft\u00fc - Merceknet Haber<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.merceknet.com\/tr\/2026\/07\/01\/kosam-raporu-futbol-artik-veri-savasi-alanina-donustu\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"KOSAM raporu: Futbol art\u0131k veri sava\u015f\u0131 alan\u0131na d\u00f6n\u00fc\u015ft\u00fc - Merceknet Haber\" \/>\n<meta property=\"og:description\" content=\"Kalk\u0131nma Odakl\u0131 Stratejik Ara\u015ft\u0131rmalar Merkezi, \u201cFutbol End\u00fcstrisinde Yapay Zek\u00e2n\u0131n Gelece\u011fi\u201d ba\u015fl\u0131kl\u0131 raporunda futbolun teknolojik d\u00f6n\u00fc\u015f\u00fcm\u00fcn\u00fc mercek alt\u0131na ald\u0131. 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