{"id":1749,"date":"2026-03-19T16:11:32","date_gmt":"2026-03-19T13:11:32","guid":{"rendered":"https:\/\/www.bigsbilisim.com\/?page_id=1749"},"modified":"2026-08-05T12:35:56","modified_gmt":"2026-08-05T09:35:56","slug":"ai-assisted-monitoring-operations","status":"publish","type":"page","link":"https:\/\/www.bigsbilisim.com\/tr\/solutions\/ai-assisted-monitoring-operations\/","title":{"rendered":"Yapay Zeka Destekli \u0130zleme Operasyonlar\u0131"},"content":{"rendered":"<h1>Yapay Zeka Destekli \u0130zleme Operasyonlar\u0131<\/h1>\r\n<p>Geleneksel izleme ara\u00e7lar\u0131 uyar\u0131 \u00fcretmede iyidir.<br \/>Onlar\u0131 y\u00f6netmekte iyi de\u011filler.<\/p>\r\n<p>\u00c7o\u011fu BT ekibi, uyar\u0131lar\u0131 incelemek, sorunu anlamak, ger\u00e7ek mi yoksa gereksiz bir uyar\u0131 m\u0131 oldu\u011funa karar vermek, ilk m\u00fcdahaleyi yapmak ve gerekti\u011finde \u00fcst kademeye iletmek i\u00e7in hala insan operat\u00f6rlere g\u00fcveniyor. Bu durum gecikmeye, tutars\u0131zl\u0131\u011fa, operasyonel maliyete ve uyar\u0131 yorgunlu\u011funa yol a\u00e7\u0131yor.<\/p>\r\n<p>Bizim <strong>Yapay Zeka Destekli \u0130zleme Operasyonlar\u0131 Platformu<\/strong> Bu modeli de\u011fi\u015ftiriyor.<\/p>\r\n<p>Yapay zeka destekli bir operasyonel katman\u0131 izleme ortam\u0131n\u0131z\u0131n \u00fczerine ekler ve uyar\u0131lar\u0131 yap\u0131land\u0131r\u0131lm\u0131\u015f kararlara, otomatik ilk m\u00fcdahale eylemlerine, d\u00fczeltme i\u015f ak\u0131\u015flar\u0131na ve net y\u00fckseltme \u00f6zetlerine d\u00f6n\u00fc\u015ft\u00fcr\u00fcr.<\/p>\r\n<p>Platform, size sadece bir \u015feylerin yanl\u0131\u015f oldu\u011funu s\u00f6ylemek yerine, karar vermenize yard\u0131mc\u0131 olur. <strong>Bunun ne anlama geldi\u011fi, bundan sonra ne yap\u0131lmas\u0131 gerekti\u011fi ve otomatik olarak \u00e7\u00f6z\u00fcl\u00fcp \u00e7\u00f6z\u00fclemeyece\u011fi.<\/strong>.<\/p>\r\n<hr \/>\r\n<h2 data-section-id=\"2ex12j\">Bu platform ne i\u015fe yar\u0131yor?<\/h2>\r\n<p>Platform, a\u015fa\u011f\u0131daki gibi sistemlerden izleme uyar\u0131lar\u0131 al\u0131r: <strong>Zabbix<\/strong>, Uyar\u0131 ba\u011flam\u0131n\u0131 analiz eder, olay\u0131 s\u0131n\u0131fland\u0131r\u0131r ve \u00f6nceden tan\u0131mlanm\u0131\u015f operasyonel i\u015f ak\u0131\u015flar\u0131 arac\u0131l\u0131\u011f\u0131yla y\u00f6nlendirir.<\/p>\r\n<p>Olay\u0131n t\u00fcr\u00fcne ve g\u00fcven d\u00fczeyine ba\u011fl\u0131 olarak, \u015funlar\u0131 yapabilir:<\/p>\r\n<ul>\r\n<li data-section-id=\"1p1aaqo\">\r\n<p>Uyar\u0131n\u0131n muhtemelen g\u00fcr\u00fclt\u00fc m\u00fc yoksa ger\u00e7ek bir olay m\u0131 oldu\u011funu belirleyin.<\/p>\r\n<\/li>\r\n<li data-section-id=\"519km0\">\r\n<p>muhtemel nedeni belirlemek<\/p>\r\n<\/li>\r\n<li data-section-id=\"wl13xj\">\r\n<p>do\u011fru \u00e7al\u0131\u015fma k\u0131lavuzunu se\u00e7in<\/p>\r\n<\/li>\r\n<li data-section-id=\"rd14wx\">\r\n<p>Eylemin otomatik olarak y\u00fcr\u00fct\u00fcl\u00fcp y\u00fcr\u00fct\u00fclemeyece\u011fine karar verin.<\/p>\r\n<\/li>\r\n<li data-section-id=\"1uz9l64\">\r\n<p>standart iyile\u015ftirme ad\u0131mlar\u0131n\u0131 ger\u00e7ekle\u015ftirin<\/p>\r\n<\/li>\r\n<li data-section-id=\"q7opok\">\r\n<p>\u0130\u015flem sonras\u0131nda sonucu do\u011frulay\u0131n.<\/p>\r\n<\/li>\r\n<li data-section-id=\"16rp7vh\">\r\n<p>\u0130nsan incelemesi gerekti\u011finde bir y\u00f6neticiye bildirimde bulunun.<\/p>\r\n<\/li>\r\n<li data-section-id=\"1nhqcq4\">\r\n<p>Raporlama ve g\u00f6sterge paneli olu\u015fturma i\u00e7in yap\u0131land\u0131r\u0131lm\u0131\u015f bir operasyonel kay\u0131t tutun.<\/p>\r\n<\/li>\r\n<\/ul>\r\n<p>Bu, kurulu\u015flar\u0131n pasif izlemeden aktif izlemeye ge\u00e7melerini sa\u011flar. <strong>Yapay zeka destekli Seviye-1 operasyonlar\u0131<\/strong>.<\/p>\r\n<hr \/>\r\n<h2 data-section-id=\"1004iw\">Temel Yetenekler<\/h2>\r\n<h3 data-section-id=\"v57pqb\">Ak\u0131ll\u0131 Uyar\u0131 \u00d6nceliklendirmesi<\/h3>\r\n<p>Gelen her uyar\u0131, i\u015flem yap\u0131lmadan \u00f6nce analiz edilir ve kategorize edilir. Sistem, rutin, tekrarlayan, m\u00fcdahale gerektiren ve y\u00fcksek riskli olaylar aras\u0131nda ayr\u0131m yapabilir.<\/p>\r\n<h3 data-section-id=\"253w3m\">Otomatik \u00c7al\u0131\u015ft\u0131rma Kitab\u0131 Y\u00fcr\u00fctme<\/h3>\r\n<p>Olay, g\u00fcvenilir ve g\u00fcvenli bir \u00e7\u00f6z\u00fcm modeliyle e\u015fle\u015fti\u011finde, platform \u00f6nceden tan\u0131mlanm\u0131\u015f bir i\u015flem k\u0131lavuzunu otomatik olarak tetikleyebilir.<\/p>\r\n<p>\u00d6rnekler \u015funlard\u0131r:<\/p>\r\n<ul>\r\n<li data-section-id=\"1bm1n88\">\r\n<p>Durdurulan hizmetler yeniden ba\u015flat\u0131l\u0131yor<\/p>\r\n<\/li>\r\n<li data-section-id=\"gh785g\">\r\n<p>CPU, bellek veya disk kullan\u0131m\u0131n\u0131 kontrol etme<\/p>\r\n<\/li>\r\n<li data-section-id=\"kkj4g6\">\r\n<p>ajan durumunu do\u011frulama<\/p>\r\n<\/li>\r\n<li data-section-id=\"y0lg56\">\r\n<p>d\u00fczeltme sonras\u0131 do\u011frulama i\u015flemini ger\u00e7ekle\u015ftirme<\/p>\r\n<\/li>\r\n<li data-section-id=\"15p4zhs\">\r\n<p>\u00dcst kademeye iletilmek \u00fczere tan\u0131sal \u00e7\u0131kt\u0131lar\u0131n toplanmas\u0131<\/p>\r\n<\/li>\r\n<\/ul>\r\n<h3 data-section-id=\"1jlr9vf\">\u0130nsan G\u00fcvenli\u011fine Uygun Karar Mant\u0131\u011f\u0131<\/h3>\r\n<p>Her uyar\u0131 otomatikle\u015ftirilmemelidir.<br \/>Platform, a\u015fa\u011f\u0131daki gibi kural tabanl\u0131 g\u00fcvenlik kontrollerini destekler:<\/p>\r\n<ul>\r\n<li data-section-id=\"tpqem4\">\r\n<p>Tekrarlanan olaylarda manuel m\u00fcdahale zorunlulu\u011fu<\/p>\r\n<\/li>\r\n<li data-section-id=\"1819kv9\">\r\n<p>Riskli veya tekrarlayan kal\u0131plar i\u00e7in y\u00f6neticilere bildirimde bulunulmas\u0131<\/p>\r\n<\/li>\r\n<li data-section-id=\"1mlkyav\">\r\n<p>D\u00fc\u015f\u00fck g\u00fcvenilirlikteki olaylar i\u00e7in otomasyonu engelleme<\/p>\r\n<\/li>\r\n<li data-section-id=\"1wdl4tu\">\r\n<p>D\u00fczeltme ba\u015far\u0131s\u0131z oldu\u011funda veya do\u011frulama ge\u00e7medi\u011finde durum t\u0131rman\u0131yor.<\/p>\r\n<\/li>\r\n<\/ul>\r\n<h3 data-section-id=\"1p5f9mg\">Operasyonel G\u00f6r\u00fcn\u00fcrl\u00fck<\/h3>\r\n<p>T\u00fcm eylemler, kararlar, sonu\u00e7lar ve \u00f6zetler g\u00f6sterge panelleri arac\u0131l\u0131\u011f\u0131yla kaydedilir ve g\u00f6rselle\u015ftirilir.<\/p>\r\n<p>Bu size \u015fu konularda bilgi sa\u011flar:<\/p>\r\n<ul>\r\n<li data-section-id=\"sohs1l\">\r\n<p>Toplam ele al\u0131nan uyar\u0131lar<\/p>\r\n<\/li>\r\n<li data-section-id=\"1a7mf6y\">\r\n<p>ba\u015far\u0131l\u0131 otomatik d\u00fczeltmeler<\/p>\r\n<\/li>\r\n<li data-section-id=\"zblz2w\">\r\n<p>ba\u015far\u0131s\u0131z veya \u00e7\u00f6z\u00fclememi\u015f olaylar<\/p>\r\n<\/li>\r\n<li data-section-id=\"1snojlo\">\r\n<p>idari m\u00fcdahale gerektiren olaylar<\/p>\r\n<\/li>\r\n<li data-section-id=\"ytjxu1\">\r\n<p>En s\u0131k tekrar eden sunucular ve tetikleyici t\u00fcrleri<\/p>\r\n<\/li>\r\n<li data-section-id=\"1jqo3cx\">\r\n<p>zaman i\u00e7inde k\u0131lavuz ba\u015far\u0131 oranlar\u0131<\/p>\r\n<\/li>\r\n<\/ul>\r\n<h3 data-section-id=\"rncgns\">\u00c7oklu Ortam Deste\u011fi<\/h3>\r\n<p>Platform her ikisini de destekleyecek \u015fekilde tasarlanm\u0131\u015ft\u0131r. <strong>Windows<\/strong> Ve <strong>Linux<\/strong> Operasyonel i\u015f ak\u0131\u015flar\u0131n\u0131 entegre ederek karma kurumsal ortamlara uygun hale getirir.<\/p>\r\n<hr \/>\r\n<h2 data-section-id=\"1kbm3dx\">Geleneksel \u0130zlemenin Neden Yeterli Olmad\u0131\u011f\u0131<\/h2>\r\n<p>\u0130zleme ara\u00e7lar\u0131 bilgi \u00fcretir.<br \/>Operasyon ekiplerinin kararlara ihtiyac\u0131 var.<\/p>\r\n<p>Bir\u00e7ok ortamda as\u0131l maliyet uyar\u0131 \u00fcretmek de\u011fildir. As\u0131l maliyet \u015fudur:<\/p>\r\n<ul>\r\n<li data-section-id=\"844zue\">\r\n<p>\u00e7ok fazla tekrarlayan alarm<\/p>\r\n<\/li>\r\n<li data-section-id=\"18v6x0f\">\r\n<p>manuel Seviye-1 i\u015f y\u00fck\u00fc<\/p>\r\n<\/li>\r\n<li data-section-id=\"y4n6ly\">\r\n<p>tutars\u0131z ilk yan\u0131t<\/p>\r\n<\/li>\r\n<li data-section-id=\"5vsmfe\">\r\n<p>yava\u015f t\u0131rmanma<\/p>\r\n<\/li>\r\n<li data-section-id=\"82k4qv\">\r\n<p>Operasyonel \u00e7abaya ili\u015fkin s\u0131n\u0131rl\u0131 raporlama<\/p>\r\n<\/li>\r\n<li data-section-id=\"1v7k7u\">\r\n<p>M\u00fc\u015fterilere hizmetin de\u011ferini kan\u0131tlamada zorluk<\/p>\r\n<\/li>\r\n<\/ul>\r\n<p>Bu platform bu a\u00e7\u0131\u011f\u0131 kapat\u0131yor.<\/p>\r\n<p>Bu, izleme uyar\u0131lar\u0131n\u0131n art\u0131k sadece bildirim olmaktan \u00e7\u0131k\u0131p yeni bir operasyonel modele d\u00f6n\u00fc\u015fmesini sa\u011fl\u0131yor. <strong>yap\u0131land\u0131r\u0131lm\u0131\u015f operasyonel etkinlikler<\/strong> Analiz edilebilen, \u00fczerinde i\u015flem yap\u0131labilen, izlenebilen ve \u00f6l\u00e7\u00fclebilen.<\/p>\r\n<hr \/>\r\n<h2 data-section-id=\"1xhcd23\">Tipik Kullan\u0131m Senaryolar\u0131<\/h2>\r\n<p>Yapay zek\u00e2 destekli izleme operasyon platformumuz \u00f6zellikle \u015fu alanlarda de\u011ferlidir:<\/p>\r\n<h3 data-section-id=\"63hnw\">Y\u00f6netilen Hizmet Sa\u011flay\u0131c\u0131lar\u0131<\/h3>\r\n<p>Tekrarlayan L1 \u00e7abalar\u0131n\u0131 azalt\u0131n ve m\u00fc\u015fterilere \u00f6l\u00e7\u00fclebilir operasyonel sonu\u00e7lar sunun.<\/p>\r\n<h3 data-section-id=\"1hoizxw\">Dahili BT Operasyon Ekipleri<\/h3>\r\n<p>\u0130lk m\u00fcdahale eylemlerini standartla\u015ft\u0131r\u0131n ve bireysel operat\u00f6r deneyimine olan ba\u011f\u0131ml\u0131l\u0131\u011f\u0131 azalt\u0131n.<\/p>\r\n<h3 data-section-id=\"o4nxft\">A\u011f Operasyon Merkezi \/ \u0130zleme Ekipleri<\/h3>\r\n<p>Uyar\u0131 yorgunlu\u011funu azalt\u0131n ve tekrarlanan olaylarda yan\u0131t tutarl\u0131l\u0131\u011f\u0131n\u0131 art\u0131r\u0131n.<\/p>\r\n<h3 data-section-id=\"1t9jrij\">Hibrit Altyap\u0131 Ortamlar\u0131<\/h3>\r\n<p>Windows, Linux ve karma hizmet y\u0131\u011f\u0131nlar\u0131nda uyar\u0131lar\u0131 birle\u015fik bir karar modeli kullanarak y\u00f6netin.<\/p>\r\n<hr \/>\r\n<h2 data-section-id=\"1ijgyvu\">\u00d6rnek Olay Ak\u0131\u015flar\u0131<\/h2>\r\n<p>Platform a\u015fa\u011f\u0131daki gibi operasyonel senaryolar\u0131 destekleyebilir:<\/p>\r\n<ul>\r\n<li data-section-id=\"140cu7\">\r\n<p>izleme arac\u0131s\u0131 kullan\u0131lam\u0131yor<\/p>\r\n<\/li>\r\n<li data-section-id=\"tmyscs\">\r\n<p>Hizmet beklenmedik \u015fekilde durduruldu.<\/p>\r\n<\/li>\r\n<li data-section-id=\"2irspx\">\r\n<p>y\u00fcksek CPU kullan\u0131m\u0131<\/p>\r\n<\/li>\r\n<li data-section-id=\"qywlcy\">\r\n<p>y\u00fcksek bellek t\u00fcketimi<\/p>\r\n<\/li>\r\n<li data-section-id=\"176mqx9\">\r\n<p>d\u00fc\u015f\u00fck disk alan\u0131<\/p>\r\n<\/li>\r\n<li data-section-id=\"beu8th\">\r\n<p>Belirli zaman aral\u0131klar\u0131 i\u00e7inde tekrarlanan uyar\u0131 kal\u0131plar\u0131<\/p>\r\n<\/li>\r\n<li data-section-id=\"1i8ka5c\">\r\n<p>\u00d6zet ba\u011flam\u0131yla g\u00fcvenli bir \u015fekilde \u00fcst kademeye iletilmesi gereken olaylar<\/p>\r\n<\/li>\r\n<\/ul>\r\n<p>Platform, her senaryo i\u00e7in yapay zeka s\u0131n\u0131fland\u0131rmas\u0131n\u0131, \u00e7al\u0131\u015fma k\u0131lavuzu se\u00e7imini, y\u00fcr\u00fctme kontrol\u00fcn\u00fc ve son kontrol do\u011frulamas\u0131n\u0131 bir araya getirebilir.<\/p>\r\n<hr \/>\r\n<h2 data-section-id=\"9vxwa0\">\u0130\u015f De\u011feri<\/h2>\r\n<h3 data-section-id=\"1t07pky\">Manuel Operasyonel Y\u00fck\u00fc Azalt\u0131n<\/h3>\r\n<p>Tekrarlayan ilk a\u015fama i\u015flemlerini otomatikle\u015ftirin ve insan ekiplerinin istisnai durumlara ve daha y\u00fcksek de\u011ferli i\u015flere odaklanmas\u0131n\u0131 sa\u011flay\u0131n.<\/p>\r\n<h3 data-section-id=\"yk5pje\">Yan\u0131t S\u00fcresini \u0130yile\u015ftirin<\/h3>\r\n<p>Gecikmeli manuel incelemeden, yapay zeka destekli anl\u0131k \u00f6nceliklendirme ve eyleme ge\u00e7in.<\/p>\r\n<h3 data-section-id=\"1lipk4s\">Tutarl\u0131l\u0131\u011f\u0131 Art\u0131r\u0131n<\/h3>\r\n<p>Her seferinde ayn\u0131 mant\u0131\u011f\u0131, ayn\u0131 k\u0131lavuzlar\u0131 ve ayn\u0131 do\u011frulama s\u00fcrecini uygulay\u0131n.<\/p>\r\n<h3 data-section-id=\"1ezbxr9\">Uyar\u0131 Yorgunlu\u011funu Azalt\u0131n<\/h3>\r\n<p>G\u00fcr\u00fclt\u00fcy\u00fc ger\u00e7ek olaylardan ay\u0131r\u0131n ve gereksiz operat\u00f6r m\u00fcdahalesinden ka\u00e7\u0131n\u0131n.<\/p>\r\n<h3 data-section-id=\"mxxujq\">\u00d6l\u00e7\u00fclebilir Hizmet Raporlamas\u0131 Olu\u015fturun<\/h3>\r\n<p>Ka\u00e7 uyar\u0131n\u0131n ele al\u0131nd\u0131\u011f\u0131n\u0131, ka\u00e7\u0131n\u0131n otomatik olarak \u00e7\u00f6z\u00fcld\u00fc\u011f\u00fcn\u00fc ve hangi durumlarda y\u00f6netici m\u00fcdahalesi gerekti\u011fini g\u00f6sterin.<\/p>\r\n<h3 data-section-id=\"zgk1e\">\u00d6l\u00e7eklenebilir bir L1 Operasyon Modeli Olu\u015fturun<\/h3>\r\n<p>Altyap\u0131n\u0131z b\u00fcy\u00fcd\u00fck\u00e7e, platform personel say\u0131s\u0131n\u0131 ayn\u0131 oranda art\u0131rmadan operasyonel karar alma s\u00fcre\u00e7lerini \u00f6l\u00e7eklendirir.<\/p>\r\n<hr \/>\r\n<h2 data-section-id=\"11lqbt8\">Platform Yakla\u015f\u0131m\u0131<\/h2>\r\n<p>Bizim yakla\u015f\u0131m\u0131m\u0131z &quot;kontrols\u00fcz yapay zeka&quot; de\u011fildir.\u201c<\/p>\r\n<p>Bu platform \u015funlar \u00fczerine kurulmu\u015ftur: <strong>kontroll\u00fc otomasyon<\/strong>.<\/p>\r\n<p>Bu \u015fu anlama geliyor:<\/p>\r\n<ul>\r\n<li data-section-id=\"1o2mvst\">\r\n<p>\u00f6nceden tan\u0131mlanm\u0131\u015f ve onaylanm\u0131\u015f \u00e7al\u0131\u015fma k\u0131lavuzlar\u0131<\/p>\r\n<\/li>\r\n<li data-section-id=\"1k6ghun\">\r\n<p>net karar s\u0131n\u0131rlar\u0131<\/p>\r\n<\/li>\r\n<li data-section-id=\"ygsbwa\">\r\n<p>i\u015flem sonras\u0131 do\u011frulama<\/p>\r\n<\/li>\r\n<li data-section-id=\"1mxfiv4\">\r\n<p>manuel yedek yollar<\/p>\r\n<\/li>\r\n<li data-section-id=\"sw4aq\">\r\n<p>Tekrarlanan veya riskli olaylar i\u00e7in durumun t\u0131rmand\u0131r\u0131lmas\u0131<\/p>\r\n<\/li>\r\n<li data-section-id=\"1l80hsf\">\r\n<p>g\u00f6sterge panelleri ve operasyonel izlenebilirlik<\/p>\r\n<\/li>\r\n<\/ul>\r\n<p>Sonu\u00e7 olarak, y\u00f6netim yap\u0131s\u0131n\u0131 kaybetmeden yapay zekay\u0131 operasyonlar\u0131na entegre etmek isteyen kurulu\u015flar i\u00e7in pratik bir model ortaya \u00e7\u0131km\u0131\u015ft\u0131r.<\/p>\r\n<hr \/>\r\n<h2 data-section-id=\"n72f8x\">Ger\u00e7ek Operasyonlar \u0130\u00e7in Tasarland\u0131<\/h2>\r\n<p>Bu, teorik bir yapay zeka g\u00f6sterimi de\u011fil.<\/p>\r\n<p>Bu platform, g\u00fcvenilirlik, denetlenebilirlik ve kontroll\u00fc eylemin \u00f6nemli oldu\u011fu ger\u00e7ek d\u00fcnya operasyonel ortamlar\u0131 i\u00e7in tasarlanm\u0131\u015ft\u0131r.<\/p>\r\n<p>\u015eunlar\u0131 birle\u015ftirir:<\/p>\r\n<ul>\r\n<li data-section-id=\"v5ngka\">\r\n<p>izleme entegrasyonu<\/p>\r\n<\/li>\r\n<li data-section-id=\"1lb7kec\">\r\n<p>i\u015f ak\u0131\u015f\u0131 otomasyonu<\/p>\r\n<\/li>\r\n<li data-section-id=\"1gqdqha\">\r\n<p>Yapay zeka tabanl\u0131 olay \u00e7\u0131kar\u0131m\u0131<\/p>\r\n<\/li>\r\n<li data-section-id=\"2lhwjt\">\r\n<p>d\u00fczeltme mant\u0131\u011f\u0131<\/p>\r\n<\/li>\r\n<li data-section-id=\"1roigq8\">\r\n<p>do\u011frulama ad\u0131mlar\u0131<\/p>\r\n<\/li>\r\n<li data-section-id=\"146m5ky\">\r\n<p>g\u00f6sterge paneli raporlamas\u0131<\/p>\r\n<\/li>\r\n<li data-section-id=\"lv6xa2\">\r\n<p>y\u00f6netici bildirim ve y\u00fckseltme yollar\u0131<\/p>\r\n<\/li>\r\n<\/ul>\r\n<p>Bu da onu, klasik izleme y\u00f6ntemlerinden daha geli\u015fmi\u015f y\u00f6ntemlere ge\u00e7mek isteyen kurulu\u015flar i\u00e7in uygun hale getiriyor. <strong>Yapay zeka destekli operasyonlar<\/strong>.<\/p>\r\n<hr \/>\r\n<h2 data-section-id=\"1udd8ow\">Yeni Bir Hizmet Modeli: Yapay Zeka Destekli L1 Operasyonlar\u0131<\/h2>\r\n<p>\u0130zleme i\u015fleminden sonraki bir sonraki ad\u0131m\u0131n sadece daha iyi g\u00f6sterge panelleri olmad\u0131\u011f\u0131n\u0131 d\u00fc\u015f\u00fcn\u00fcyoruz.<\/p>\r\n<p>Bu <strong>Yapay zeka destekli operasyonel y\u00fcr\u00fctme<\/strong>.<\/p>\r\n<p>Bu platform sayesinde kurulu\u015flar \u015fu \u00f6zelliklere sahip bir hizmet modeline do\u011fru ilerleyebilirler:<\/p>\r\n<ul>\r\n<li data-section-id=\"1sx3xhq\">\r\n<p>Uyar\u0131lar otomatik olarak \u00f6nceliklendirilir.<\/p>\r\n<\/li>\r\n<li data-section-id=\"1z6yd8\">\r\n<p>Rutin olaylar daha h\u0131zl\u0131 ele al\u0131n\u0131r.<\/p>\r\n<\/li>\r\n<li data-section-id=\"1vdxn76\">\r\n<p>Operat\u00f6rler daha net ve anlaml\u0131 bir \u015fekilde sorun bildirimleri al\u0131rlar.<\/p>\r\n<\/li>\r\n<li data-section-id=\"1ebqu6r\">\r\n<p>Operasyonlar daha \u00f6l\u00e7\u00fclebilir ve \u00f6l\u00e7eklenebilir hale geliyor.<\/p>\r\n<\/li>\r\n<\/ul>\r\n<p>Bu, modern bir yap\u0131n\u0131n temelini olu\u015fturur. <strong>Yapay Zeka Destekli L1 Operasyon Hizmeti<\/strong>.<\/p>\r\n<hr \/>\r\n<h2 data-section-id=\"1wn45pt\">Operasyonel Otomasyon Katman\u0131n\u0131z\u0131 Olu\u015ftural\u0131m<\/h2>\r\n<p>Ekibiniz tekrarlayan izleme alarmlar\u0131, manuel ilk m\u00fcdahale \u00e7al\u0131\u015fmalar\u0131 ve operasyonel \u00e7abalara ili\u015fkin s\u0131n\u0131rl\u0131 g\u00f6r\u00fcn\u00fcrl\u00fck nedeniyle bunalm\u0131\u015f durumdaysa, bu platform yard\u0131mc\u0131 olabilir.<\/p>\r\n<p>\u00c7\u00f6z\u00fcm\u00fc ortam\u0131n\u0131za, i\u015f ak\u0131\u015flar\u0131n\u0131za, sorun \u00e7\u00f6zme kurallar\u0131n\u0131za ve d\u00fczeltme standartlar\u0131n\u0131za uyarlayabiliriz.<\/p>\r\n<p><strong>Altyap\u0131n\u0131zdaki operasyonel y\u00fck\u00fc azaltmak ve hizmet yan\u0131t kalitesini iyile\u015ftirmek i\u00e7in yapay zeka destekli izleme i\u015flemlerinin nas\u0131l kullan\u0131labilece\u011fini g\u00f6r\u00fc\u015fmek \u00fczere bizimle ileti\u015fime ge\u00e7in.<\/strong><\/p>\r\n\r\n<h2 class=\"wp-block-heading\">S\u0131k\u00e7a Sorulan Sorular<\/h2>\r\n\r\n\r\n\r\n<div class=\"schema-faq wp-block-yoast-faq-block\">\r\n<div id=\"faq-question-bigsaimon-1\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">Yapay Zeka Destekli \u0130zleme Operasyonlar\u0131 Nedir?<\/strong>\r\n<p class=\"schema-faq-answer\">Yapay Zeka Destekli \u0130zleme Operasyonlar\u0131, mevcut izleme ara\u00e7lar\u0131n\u0131n \u00fczerinde \u00e7al\u0131\u015fan bir operasyonel katmand\u0131r. Uyar\u0131lar\u0131 s\u0131n\u0131fland\u0131rmaya, do\u011fru \u00e7al\u0131\u015fma k\u0131lavuzunu se\u00e7meye, onaylanm\u0131\u015f ilk m\u00fcdahale eylemlerini y\u00fcr\u00fctmeye, sonucu do\u011frulamaya ve insan m\u00fcdahalesi gerekti\u011finde olaylar\u0131 \u00fcst kademeye iletmeye yard\u0131mc\u0131 olur.<\/p>\r\n<\/div>\r\n<div id=\"faq-question-bigsaimon-2\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">Bu, geleneksel izleme y\u00f6ntemlerinden nas\u0131l farkl\u0131?<\/strong>\r\n<p class=\"schema-faq-answer\">Geleneksel izleme ara\u00e7lar\u0131 \u00e7o\u011funlukla uyar\u0131lar ve bildirimler \u00fcretir. Yapay Zeka Destekli \u0130zleme Operasyonlar\u0131 ise daha da ileri giderek ekiplerin uyar\u0131y\u0131 anlamalar\u0131na, bir sonraki ad\u0131mda ne yap\u0131lmas\u0131 gerekti\u011fine karar vermelerine, kontroll\u00fc d\u00fczeltme i\u015f ak\u0131\u015flar\u0131n\u0131 tetiklemelerine ve operasyonel sonucu kaydetmelerine yard\u0131mc\u0131 olur.<\/p>\r\n<\/div>\r\n<div id=\"faq-question-bigsaimon-3\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">Bu platform Zabbix veya di\u011fer izleme ara\u00e7lar\u0131n\u0131n yerini al\u0131yor mu?<\/strong>\r\n<p class=\"schema-faq-answer\">Hay\u0131r. Platform, mevcut izleme ara\u00e7lar\u0131n\u0131n yerini alm\u0131yor. Zabbix, Grafana, Prometheus, ELK, Loki veya di\u011fer uyar\u0131 kaynaklar\u0131 gibi ara\u00e7lar\u0131n \u00fczerinde ek bir operasyon katman\u0131 olarak \u00e7al\u0131\u015f\u0131yor.<\/p>\r\n<\/div>\r\n<div id=\"faq-question-bigsaimon-4\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">Platform olaylar\u0131 otomatik olarak \u00e7\u00f6zebilir mi?<\/strong>\r\n<p class=\"schema-faq-answer\">Evet, ancak yaln\u0131zca onaylanm\u0131\u015f ve a\u00e7\u0131k\u00e7a tan\u0131mlanm\u0131\u015f senaryolar i\u00e7in. \u00d6rne\u011fin, olay g\u00fcvenilir bir \u00e7al\u0131\u015fma k\u0131lavuzuyla e\u015fle\u015fti\u011finde bilinen hizmetleri yeniden ba\u015flatabilir, disk kullan\u0131m\u0131n\u0131 kontrol edebilir, izleme arac\u0131lar\u0131n\u0131 do\u011frulayabilir, te\u015fhis verilerini toplayabilir veya \u00f6nceden tan\u0131mlanm\u0131\u015f d\u00fczeltme ad\u0131mlar\u0131n\u0131 \u00e7al\u0131\u015ft\u0131rabilir.<\/p>\r\n<\/div>\r\n<div id=\"faq-question-bigsaimon-5\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">T\u00fcm uyar\u0131lar otomatik olarak m\u0131 i\u015fleniyor?<\/strong>\r\n<p class=\"schema-faq-answer\">Hay\u0131r. Platform, kontroll\u00fc otomasyon \u00fczerine tasarlanm\u0131\u015ft\u0131r. Riskli, tekrarlanan, belirsiz veya d\u00fc\u015f\u00fck g\u00fcvenilirlikteki uyar\u0131lar, manuel inceleme i\u00e7in i\u015faretlenebilir ve yap\u0131land\u0131r\u0131lm\u0131\u015f bir \u00f6zetle y\u00f6neticilere iletilebilir.<\/p>\r\n<\/div>\r\n<div id=\"faq-question-bigsaimon-6\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">Ne t\u00fcr olaylar ele al\u0131nabilir?<\/strong>\r\n<p class=\"schema-faq-answer\">S\u0131k kar\u015f\u0131la\u015f\u0131lan senaryolar aras\u0131nda izleme arac\u0131s\u0131 ar\u0131zalar\u0131, durdurulan hizmetler, y\u00fcksek CPU kullan\u0131m\u0131, y\u00fcksek bellek t\u00fcketimi, d\u00fc\u015f\u00fck disk alan\u0131, tekrarlanan uyar\u0131 kal\u0131plar\u0131 ve tan\u0131sal ba\u011flamla yap\u0131land\u0131r\u0131lm\u0131\u015f bir \u015fekilde \u00fcst kademeye iletilmesi gereken olaylar yer almaktad\u0131r.<\/p>\r\n<\/div>\r\n<div id=\"faq-question-bigsaimon-7\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">Platform Windows ve Linux sistemlerini destekliyor mu?<\/strong>\r\n<p class=\"schema-faq-answer\">Evet. Platform, karma Windows ve Linux ortamlar\u0131 i\u00e7in tasarlanm\u0131\u015ft\u0131r. PowerShell, Bash, izleme API&#039;leri, SSH, hizmet kontrolleri, g\u00fcnl\u00fck kontrolleri ve onaylanm\u0131\u015f otomasyon i\u015f ak\u0131\u015flar\u0131n\u0131 kullanarak operasyonel i\u015f ak\u0131\u015flar\u0131n\u0131 destekleyebilir.<\/p>\r\n<\/div>\r\n<div id=\"faq-question-bigsaimon-8\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">Platform bir eylemin g\u00fcvenli olup olmad\u0131\u011f\u0131na nas\u0131l karar veriyor?<\/strong>\r\n<p class=\"schema-faq-answer\">\u0130\u015flemler, \u00f6nceden tan\u0131mlanm\u0131\u015f \u00e7al\u0131\u015fma k\u0131lavuzlar\u0131, olay kurallar\u0131, g\u00fcven d\u00fczeyleri, tekrar say\u0131s\u0131 e\u015fikleri, do\u011frulama ad\u0131mlar\u0131 ve y\u00fckseltme politikalar\u0131 arac\u0131l\u0131\u011f\u0131yla kontrol edilir. Sistem, olay riskli, belirsiz veya \u00e7ok s\u0131k tekrarland\u0131\u011f\u0131nda otomasyonu engelleyebilir.<\/p>\r\n<\/div>\r\n<div id=\"faq-question-bigsaimon-9\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">Bu platformda &quot;runbook&quot; nedir?<\/strong>\r\n<p class=\"schema-faq-answer\">Bir \u00e7al\u0131\u015fma k\u0131lavuzu, belirli bir olay t\u00fcr\u00fc i\u00e7in \u00f6nceden tan\u0131mlanm\u0131\u015f bir operasyonel prosed\u00fcrd\u00fcr. Nelerin kontrol edilmesi gerekti\u011fini, hangi eylemin ger\u00e7ekle\u015ftirilebilece\u011fini, sonucun nas\u0131l do\u011frulanmas\u0131 gerekti\u011fini ve olay\u0131n ne zaman \u00fcst kademeye iletilmesi gerekti\u011fini tan\u0131mlar.<\/p>\r\n<\/div>\r\n<div id=\"faq-question-bigsaimon-10\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">Bu, alarm yorgunlu\u011funu azaltabilir mi?<\/strong>\r\n<p class=\"schema-faq-answer\">Evet. Platform, gereksiz bilgileri filtreleyerek, tekrarlanan kal\u0131plar\u0131 belirleyerek, operasyonel olaylar\u0131 grupland\u0131rarak ve operat\u00f6rlerin ger\u00e7ekten insan yarg\u0131s\u0131 gerektiren olaylara odaklanmas\u0131n\u0131 sa\u011flayarak uyar\u0131 yorgunlu\u011funu azaltmaya yard\u0131mc\u0131 olur.<\/p>\r\n<\/div>\r\n<div id=\"faq-question-bigsaimon-11\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">Platformda g\u00f6sterge panelleri ve raporlama \u00f6zellikleri mevcut mu?<\/strong>\r\n<p class=\"schema-faq-answer\">Evet. Toplamda ele al\u0131nan uyar\u0131lar\u0131, ba\u015far\u0131l\u0131 otomatik d\u00fczeltmeleri, ba\u015far\u0131s\u0131z eylemleri, \u00e7\u00f6z\u00fclmemi\u015f olaylar\u0131, tekrarlanan sunucular\u0131, en \u00e7ok tetiklenen t\u00fcrleri, \u00e7al\u0131\u015fma k\u0131lavuzu ba\u015far\u0131 oranlar\u0131n\u0131 ve y\u00f6netici m\u00fcdahalesi gerektiren olaylar\u0131 g\u00f6r\u00fcn\u00fcr hale getirebilir.<\/p>\r\n<\/div>\r\n<div id=\"faq-question-bigsaimon-12\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">Yapay Zeka Destekli \u0130zleme Operasyonlar\u0131n\u0131 kimler kullanmal\u0131?<\/strong>\r\n<p class=\"schema-faq-answer\">Bu \u00e7\u00f6z\u00fcm, y\u00f6netilen hizmet sa\u011flay\u0131c\u0131lar\u0131, dahili BT operasyon ekipleri, a\u011f operasyon merkezi (NOC) ekipleri ve bulut, \u015firket i\u00e7i veya hibrit altyap\u0131 genelinde tekrarlayan Seviye-1 izleme i\u015f y\u00fck\u00fcne sahip kurulu\u015flar i\u00e7in uygundur.<\/p>\r\n<\/div>\r\n<div id=\"faq-question-bigsaimon-13\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">Bu, y\u00f6netilen bir hizmet olarak kullan\u0131labilir mi?<\/strong>\r\n<p class=\"schema-faq-answer\">Evet. Bigs Bili\u015fim, de\u011ferlendirme, \u00e7al\u0131\u015fma k\u0131lavuzu tasar\u0131m\u0131, entegrasyon, i\u015f ak\u0131\u015f\u0131 uygulamas\u0131, g\u00f6sterge paneli olu\u015fturma, raporlama ve s\u00fcrekli operasyonel ayarlama dahil olmak \u00fczere, yapay zeka destekli izleme operasyonlar\u0131n\u0131 y\u00f6netilen bir hizmet olarak sunabilir.<\/p>\r\n<\/div>\r\n<div id=\"faq-question-bigsaimon-14\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">Nas\u0131l ba\u015flayal\u0131m?<\/strong>\r\n<p class=\"schema-faq-answer\">Genellikle ba\u015flang\u0131\u00e7 noktas\u0131 bir de\u011ferlendirme veya pilot projedir. Bigs Bili\u015fim, mevcut izleme ortam\u0131n\u0131z\u0131, tekrarlayan uyar\u0131lar\u0131, operasyonel sorunlar\u0131 ve destek s\u00fcre\u00e7lerinizi inceler ve ard\u0131ndan \u00f6l\u00e7\u00fclebilir sonu\u00e7larla kontroll\u00fc bir pilot kapsam tan\u0131mlar.<\/p>\r\n<\/div>\r\n<div id=\"faq-question-bigsaimon-15\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">Yapay zek\u00e2 tabanl\u0131 sunucu izleme m\u00fcmk\u00fcn m\u00fc?<\/strong>\r\n<p class=\"schema-faq-answer\">Evet. Yapay zeka destekli sunucu izleme halihaz\u0131rda \u00fcretimde kullan\u0131l\u0131yor. Bigs Bili\u015fim&#039;in Yapay Zeka Destekli \u0130zleme Operasyonlar\u0131, Zabbix, Grafana ve Wazuh gibi mevcut izleme ara\u00e7lar\u0131n\u0131, uyar\u0131lar\u0131 \u00f6nceliklendiren, do\u011fru \u00e7al\u0131\u015fma kitab\u0131n\u0131 se\u00e7en ve ilk m\u00fcdahale eylemlerini 7\/24, vardiyada insan operat\u00f6re gerek kalmadan ger\u00e7ekle\u015ftiren yapay zeka ile birle\u015ftiriyor.<\/p>\r\n<\/div>\r\n<div id=\"faq-question-bigsaimon-16\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">Yapay zeka L1 izleme uyar\u0131lar\u0131n\u0131 otonom olarak i\u015fleyebilir mi?<\/strong>\r\n<p class=\"schema-faq-answer\">Evet, tan\u0131mlanm\u0131\u015f g\u00fcvenlik \u00f6nlemleri dahilinde. Yapay zeka gelen uyar\u0131lar\u0131 s\u0131n\u0131fland\u0131r\u0131r, tekrarlar\u0131 ili\u015fkilendirir, \u00f6nceden onaylanm\u0131\u015f \u00e7al\u0131\u015fma k\u0131lavuzlar\u0131n\u0131 uygular ve karma\u015f\u0131k veya y\u00fcksek riskli vakalar\u0131 insan m\u00fchendislere iletir. Bigs Bili\u015fim bunu, Bigs Yapay Zeka Y\u00f6neti\u015fim \u00c7er\u00e7evesi taraf\u0131ndan y\u00f6netilen insans\u0131z bir L1 modeli olarak i\u015fletmektedir.<\/p>\r\n<\/div>\r\n<div id=\"faq-question-bigsaimon-17\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">Yapay zek\u00e2 destekli izleme, \u00fcretim sistemleri i\u00e7in g\u00fcvenli midir?<\/strong>\r\n<p class=\"schema-faq-answer\">G\u00fcvenlik, kat\u0131 s\u0131n\u0131rlardan kaynaklan\u0131r: Yapay zeka yaln\u0131zca \u00f6nceden onaylanm\u0131\u015f \u00e7al\u0131\u015fma k\u0131lavuzundaki eylemleri y\u00fcr\u00fct\u00fcr, her ad\u0131m ba\u015ftan sona kaydedilir ve tan\u0131mlanm\u0131\u015f kapsam\u0131n d\u0131\u015f\u0131ndaki her \u015fey bir insan m\u00fchendisine y\u00f6nlendirilir. Y\u00f6neti\u015fim \u00e7er\u00e7evesi, yapay zekan\u0131n ne yapabilece\u011fini ve ne yapamayaca\u011f\u0131n\u0131 tan\u0131mlar.<\/p>\r\n<\/div>\r\n<div id=\"faq-question-bigsaimon-18\" class=\"schema-faq-section\"><strong class=\"schema-faq-question\">Geleneksel 7\/24 \u00e7al\u0131\u015fan bir NOC ekibine k\u0131yasla avantajlar\u0131 nelerdir?<\/strong>\r\n<p class=\"schema-faq-answer\">Yapay zeka destekli bir L1 katman\u0131, gece vardiyas\u0131 personeline olan ihtiyac\u0131 ortadan kald\u0131r\u0131r, uyar\u0131lar\u0131 dakikalar yerine saniyeler i\u00e7inde yan\u0131tlar ve \u00e7al\u0131\u015fma k\u0131lavuzlar\u0131n\u0131 her seferinde tutarl\u0131 bir \u015fekilde uygular. \u0130nsan m\u00fchendisler, tekrarlayan uyar\u0131 i\u015flemleri yerine L2\/L3 \u00e7al\u0131\u015fmalar\u0131na odaklanabilir.<\/p>\r\n<\/div>\r\n<\/div>\r\n<hr \/>\r\n<h2>Her bir uyar\u0131 nas\u0131l i\u015flenir?<\/h2>\r\n<p>Zabbix&#039;ten gelen her uyar\u0131, yapay zeka destekli bir karar motorundan ge\u00e7er: uyar\u0131n\u0131n ge\u00e7mi\u015fi kontrol edilir (Operasyonel Bellek), risk puan\u0131 hesaplan\u0131r (RCI) ve uygun \u00e7al\u0131\u015fma k\u0131lavuzu otomatik olarak y\u00fcr\u00fct\u00fcl\u00fcr veya insan onay\u0131na sunulur. Sonu\u00e7: gece vardiyas\u0131nda kimsenin ekran ba\u015f\u0131nda oturmas\u0131na gerek kalmaz; ekibiniz yaln\u0131zca ger\u00e7ekten insan karar\u0131 gerektiren istisnalarla ilgilenir.<\/p>\r\n<h2>12 Yetenek<\/h2>\r\n<ul>\r\n<li><strong>Yapay Zeka Uyar\u0131 Analizi ve \u00d6nceliklendirme<\/strong> \u2014 Her uyar\u0131 s\u0131n\u0131fland\u0131r\u0131l\u0131r: Ger\u00e7ek bir olay m\u0131, g\u00fcr\u00fclt\u00fc m\u00fc yoksa tekrarlayan bir sorun mu?<\/li>\r\n<li><strong>Otomatik D\u00fczeltme<\/strong> \u2014 Ajan yeniden ba\u015flatma, disk temizleme veya hizmet yeniden ba\u015flatma gibi \u00e7al\u0131\u015fma k\u0131lavuzlar\u0131, g\u00fcvenlik kontrollerinden otomatik olarak ge\u00e7er.<\/li>\r\n<li><strong>Beklenen Olaylar (Planlanan Olay Fark\u0131ndal\u0131\u011f\u0131)<\/strong> \u2014 Planl\u0131 bak\u0131m ve programl\u0131 yeniden ba\u015flatma s\u00fcreleri \u00f6nceden bilindi\u011finden, yanl\u0131\u015f alarmlar olu\u015fmaz.<\/li>\r\n<li><strong>Reboot Forensics<\/strong> \u2014 Planlanmam\u0131\u015f yeniden ba\u015flatmalar i\u00e7in, temel neden otomatik olarak ara\u015ft\u0131r\u0131l\u0131r: Planl\u0131 m\u0131yd\u0131, bir cron g\u00f6revi miydi, \u00e7ekirdek\/bellek yetersizli\u011fi sorunu muydu yoksa elektrik kesintisi miydi?<\/li>\r\n<li><strong>Onar\u0131m Sonras\u0131 Do\u011frulama<\/strong> \u2014 Her otomatik i\u015flemden 15 dakika sonra sistem kendi \u00e7al\u0131\u015fmas\u0131n\u0131 do\u011frular; e\u011fer d\u00fczeltme i\u015fe yaramad\u0131ysa, durumu bir \u00fcst kademeye iletir.<\/li>\r\n<li><strong>\u0130nsan Kat\u0131l\u0131ml\u0131 Onay<\/strong> \u2014 Y\u00fcksek riskli i\u015flemler Telegram&#039;a g\u00f6nderilir: Onayla ve \u00c7al\u0131\u015ft\u0131r \/ Kabul Et \/ Ertele \u2014 tek bir dokunu\u015fla.<\/li>\r\n<li><strong>Uyar\u0131 F\u0131rt\u0131na Korumas\u0131<\/strong> \u2014 Birden fazla sunucu ayn\u0131 anda ar\u0131zaland\u0131\u011f\u0131nda (anahtar, hiperviz\u00f6r), otomasyon duraklat\u0131l\u0131r ve tek, birle\u015ftirilmi\u015f bir temel neden analizi olu\u015fturulur.<\/li>\r\n<li><strong>Kapasite Tahmini<\/strong> \u2014 Disk ve bellek kullan\u0131m e\u011filimleri tahmin edilir (&quot;X g\u00fcn i\u00e7inde dolacak&quot;); alarm \u00e7almadan \u00f6nce uyar\u0131l\u0131rs\u0131n\u0131z.<\/li>\r\n<li><strong>\u0130ki Y\u00f6nl\u00fc \u0130zleme (Tarama)<\/strong> \u2014 Platform ayr\u0131ca Zabbix&#039;e do\u011frudan sorgu g\u00f6ndererek, webhook hatt\u0131ndan ka\u00e7an uyar\u0131lar\u0131 ve eri\u015filemez hale gelen sunucular\u0131 yakalar.<\/li>\r\n<li><strong>\u00d6l\u00fc Adam\u0131n Anahtar\u0131<\/strong> \u2014 \u0130zleme otomasyonunun kendisi de izlenir; platformda herhangi bir aksama olursa, ba\u011f\u0131ms\u0131z bir kanal arac\u0131l\u0131\u011f\u0131yla bilgilendirilirsiniz.<\/li>\r\n<li><strong>Vardiya ve Hijyen Raporlar\u0131<\/strong> \u2014 Her sabah yapay zeka taraf\u0131ndan yaz\u0131lm\u0131\u015f vardiya devir teslim raporu; her hafta uyar\u0131 g\u00fcr\u00fclt\u00fcs\u00fcn\u00fc azaltma \u00f6nerileri.<\/li>\r\n<li><strong>Kendi Kendini Yedekleme<\/strong> \u2014 Otomasyon yap\u0131land\u0131rmas\u0131n\u0131n tamam\u0131 d\u00fczenli aral\u0131klarla otomatik olarak yedeklenir.<\/li>\r\n<\/ul>\r\n<h2>G\u00fcvenlik Modeli \u2014 B\u00fcy\u00fck \u00d6l\u00e7ekli Yapay Zeka Y\u00f6neti\u015fim \u00c7er\u00e7evesi<\/h2>\r\n<p>Yapay zek\u00e2 asla s\u0131n\u0131rs\u0131z yetkiyle \u00e7al\u0131\u015fmaz. Her i\u015flem, RCI (\u0130yile\u015ftirme G\u00fcven Endeksi) kullan\u0131larak puanlan\u0131r: \u00d6ng\u00f6r\u00fclebilirlik, Geri D\u00f6nd\u00fcr\u00fclebilirlik, Etki Alan\u0131, Tarihsel Ba\u015far\u0131 ve Tespit G\u00fcveni. D\u00fc\u015f\u00fck riskli i\u015flemler tamamen otomatik olarak y\u00fcr\u00fct\u00fcl\u00fcr, orta riskli i\u015flemler insan onay\u0131 gerektirir ve y\u00fcksek riskli i\u015flemler her zaman manuel olarak ele al\u0131n\u0131r. Tekrarlayan uyar\u0131lar (6 saat i\u00e7inde 3&#039;ten fazla, 24 saat i\u00e7inde 5&#039;ten fazla) ve felaket seviyesindeki olaylar otomatik olarak insan kontrol\u00fcne devredilir. Ayr\u0131nt\u0131l\u0131 metodoloji i\u00e7in, l\u00fctfen a\u015fa\u011f\u0131daki bilgilere bak\u0131n. <a href=\"https:\/\/www.bigsbilisim.com\/tr\/bigs-ai-governance-framework\/\">B\u00fcy\u00fck \u00d6l\u00e7ekli Yapay Zeka Y\u00f6neti\u015fim \u00c7er\u00e7evesi<\/a> teknik rapor.<\/p>\r\n<h2>Neden \u015fimdi?<\/h2>\r\n<ul>\r\n<li><strong>Alarm yorgunlu\u011fu:<\/strong> L1 ekipleri, g\u00fcnl\u00fck y\u00fczlerce uyar\u0131dan 90%&#039;sinin gereksiz bilgi oldu\u011funu biliyor, yine de hepsini kontrol etmek zorundalar.<\/li>\r\n<li><strong>7\/24 vardiyalar\u0131n maliyeti ve personel eksikli\u011fi:<\/strong> Nitelikli bir L1 gece vardiyas\u0131 personeli istihdam etmek hem pahal\u0131 hem de s\u00fcrd\u00fcr\u00fclebilir de\u011fil.<\/li>\r\n<li><strong>MTTR ve SLA bas\u0131nc\u0131:<\/strong> Dakikalar i\u00e7inde verilen yan\u0131t, insan tepki h\u0131z\u0131yla orant\u0131l\u0131 de\u011fildir.<\/li>\r\n<\/ul>\r\n<h2>Bu Kimin \u0130\u00e7in?<\/h2>\r\n<p>Kendi veri merkezlerini i\u015fleten i\u015fletmeler, hosting\/MSP sa\u011flay\u0131c\u0131lar\u0131, SAP ve kurumsal uygulama altyap\u0131s\u0131 kullanan ekipler ve mevcut Zabbix yat\u0131r\u0131mlar\u0131n\u0131 korumak isteyen kurulu\u015flar.<\/p>\r\n<h2>Nas\u0131l Ba\u015flayabiliriz?<\/h2>\r\n<ol>\r\n<li><strong>Ke\u015fif ve RCI at\u00f6lyesi<\/strong> \u2014 Mevcut uyar\u0131 envanteriniz ve \u00e7al\u0131\u015fma k\u0131lavuzlar\u0131n\u0131z puanland\u0131r\u0131l\u0131r.<\/li>\r\n<li><strong>Pilot<\/strong> \u2014 Se\u00e7ilen sistemlerde salt okunur mod ve d\u00fc\u015f\u00fck riskli otomasyonla ba\u015flar.<\/li>\r\n<li><strong>Genle\u015fme<\/strong> \u2014 Otomatik do\u011frulama verileriyle kan\u0131tland\u0131k\u00e7a kapsam\u0131 geni\u015fletiliyor.<\/li>\r\n<\/ol>\r\n<p><a href=\"https:\/\/www.bigsbilisim.com\/tr\/#contact\"><strong>Demo Talep Edin<\/strong><\/a><\/p>\r\n\r\n<div class=\"bigs-cta\" style=\"margin-top:2.5em;padding:1.8em;border:1px solid #e0e0e0;border-radius:8px;text-align:center;\">\r\n<h2>Yapay zek\u00e2 destekli izlemenin nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 g\u00f6r\u00fcn.<\/h2>\r\n<p>Operasyonlar\u0131n\u0131z hakk\u0131nda bize bilgi verin, k\u0131demli bir m\u00fchendisimiz yapay zeka destekli izlemenin g\u00fcr\u00fclt\u00fcy\u00fc ve yan\u0131t s\u00fcrelerini nas\u0131l azaltabilece\u011fini size g\u00f6sterecektir.<\/p>\r\n<p><a class=\"button\" href=\"https:\/\/www.bigsbilisim.com\/tr\/contact\/\" style=\"display:inline-block;padding:0.8em 1.6em;background:#1e73be;color:#ffffff;border-radius:5px;text-decoration:none;font-weight:600;\">Bir m\u00fchendisle konu\u015fun<\/a><\/p>\r\n<\/div>","protected":false},"excerpt":{"rendered":"<p>AI-Assisted Monitoring Operations Traditional monitoring tools are good at generating alerts.They are not good at managing them. Most IT teams still rely on human operators to review alerts, understand the issue, decide whether it is real or noise, take the first action, and escalate when needed. This creates delay, inconsistency, operational cost, and alert fatigue. &#8230; <a title=\"Yapay Zeka Destekli \u0130zleme Operasyonlar\u0131\" class=\"read-more\" href=\"https:\/\/www.bigsbilisim.com\/tr\/solutions\/ai-assisted-monitoring-operations\/\" aria-label=\"Read more about AI-Assisted Monitoring Operations\">Devam\u0131n\u0131 oku<\/a><\/p>","protected":false},"author":1,"featured_media":2005,"parent":1688,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1749","page","type-page","status-publish","has-post-thumbnail"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.3 (Yoast SEO v28.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>AI-Assisted Monitoring Operations | 24\/7 Unmanned L1 | Bigs Bili\u015fim<\/title>\n<meta name=\"description\" content=\"Alert analysis, automated remediation, capacity forecasting and human-approved security gates with Zabbix + AI. Not staff for the night shift \u2014 a platform.\" \/>\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.bigsbilisim.com\/tr\/solutions\/ai-assisted-monitoring-operations\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI-Assisted Monitoring Operations\" \/>\n<meta property=\"og:description\" content=\"Alert analysis, automated remediation, capacity forecasting and human-approved security gates with Zabbix + AI. 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AI-Assisted Monitoring Operations goes further by helping teams understand the alert, decide what should happen next, trigger controlled remediation workflows, and record the operational outcome.","inLanguage":"tr"},"inLanguage":"tr"},{"@type":"Question","@id":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-3","position":3,"url":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-3","name":"Bu platform Zabbix veya di\u011fer izleme ara\u00e7lar\u0131n\u0131n yerini al\u0131yor mu?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"No. The platform does not replace existing monitoring tools. It works as an additional operations layer on top of tools such as Zabbix, Grafana, Prometheus, ELK, Loki, or other alert sources.","inLanguage":"tr"},"inLanguage":"tr"},{"@type":"Question","@id":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-4","position":4,"url":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-4","name":"Platform olaylar\u0131 otomatik olarak \u00e7\u00f6zebilir mi?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, but only for approved and clearly defined scenarios. For example, it can restart known services, check disk usage, validate monitoring agents, collect diagnostic data, or run predefined remediation steps when the incident matches a trusted runbook.","inLanguage":"tr"},"inLanguage":"tr"},{"@type":"Question","@id":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-5","position":5,"url":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-5","name":"T\u00fcm uyar\u0131lar otomatik olarak m\u0131 i\u015fleniyor?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"No. The platform is designed around controlled automation. Risky, repeated, unclear, or low-confidence alerts can be marked for manual review and escalated to administrators with a structured summary.","inLanguage":"tr"},"inLanguage":"tr"},{"@type":"Question","@id":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-6","position":6,"url":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-6","name":"Ne t\u00fcr olaylar ele al\u0131nabilir?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Common scenarios include monitoring agent failures, stopped services, high CPU usage, high memory consumption, low disk space, repeated alert patterns, and incidents that require structured escalation with diagnostic context.","inLanguage":"tr"},"inLanguage":"tr"},{"@type":"Question","@id":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-7","position":7,"url":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-7","name":"Platform Windows ve Linux sistemlerini destekliyor mu?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes. The platform is designed for mixed Windows and Linux environments. It can support operational workflows using PowerShell, Bash, monitoring APIs, SSH, service checks, log checks, and approved automation workflows.","inLanguage":"tr"},"inLanguage":"tr"},{"@type":"Question","@id":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-8","position":8,"url":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-8","name":"Platform bir eylemin g\u00fcvenli olup olmad\u0131\u011f\u0131na nas\u0131l karar veriyor?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Actions are controlled through predefined runbooks, incident rules, confidence levels, repeat-count thresholds, verification steps, and escalation policies. The system can block automation when the incident is risky, unclear, or recurring too often.","inLanguage":"tr"},"inLanguage":"tr"},{"@type":"Question","@id":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-9","position":9,"url":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-9","name":"Bu platformda &quot;runbook&quot; nedir?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"A runbook is a predefined operational procedure for a specific incident type. It defines what should be checked, which action can be executed, how the result should be validated, and when the incident must be escalated.","inLanguage":"tr"},"inLanguage":"tr"},{"@type":"Question","@id":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-10","position":10,"url":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-10","name":"Bu, alarm yorgunlu\u011funu azaltabilir mi?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes. The platform helps reduce alert fatigue by filtering noise, identifying repeated patterns, grouping operational events, and allowing operators to focus on incidents that actually require human judgment.","inLanguage":"tr"},"inLanguage":"tr"},{"@type":"Question","@id":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-11","position":11,"url":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-11","name":"Platformda g\u00f6sterge panelleri ve raporlama \u00f6zellikleri mevcut mu?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes. It can provide visibility into total alerts handled, successful auto-remediations, failed actions, unresolved incidents, repeated hosts, top trigger types, runbook success rates, and incidents requiring administrator attention.","inLanguage":"tr"},"inLanguage":"tr"},{"@type":"Question","@id":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-12","position":12,"url":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-12","name":"Yapay Zeka Destekli \u0130zleme Operasyonlar\u0131n\u0131 kimler kullanmal\u0131?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"This solution is suitable for managed service providers, internal IT operations teams, NOC teams, and organizations with repetitive Level-1 monitoring workload across cloud, on-premise, or hybrid infrastructure.","inLanguage":"tr"},"inLanguage":"tr"},{"@type":"Question","@id":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-13","position":13,"url":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-13","name":"Bu, y\u00f6netilen bir hizmet olarak kullan\u0131labilir mi?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes. Bigs Bili\u015fim can deliver AI-Assisted Monitoring Operations as a managed service, including assessment, runbook design, integration, workflow implementation, dashboarding, reporting, and ongoing operational tuning.","inLanguage":"tr"},"inLanguage":"tr"},{"@type":"Question","@id":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-14","position":14,"url":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-14","name":"Nas\u0131l ba\u015flayal\u0131m?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"The usual starting point is an assessment or pilot project. Bigs Bili\u015fim reviews your current monitoring environment, recurring alerts, operational pain points, and support processes, then defines a controlled pilot scope with measurable outcomes.","inLanguage":"tr"},"inLanguage":"tr"},{"@type":"Question","@id":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-15","position":15,"url":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-15","name":"Yapay zek\u00e2 tabanl\u0131 sunucu izleme m\u00fcmk\u00fcn m\u00fc?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes. AI-assisted server monitoring is already in production use. Bigs Bili\u015fim's AI-Assisted Monitoring Operations combines existing monitoring tools such as Zabbix, Grafana and Wazuh with AI that triages alerts, selects the correct runbook and executes first-response actions 24\/7, without a human operator on shift.","inLanguage":"tr"},"inLanguage":"tr"},{"@type":"Question","@id":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-16","position":16,"url":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-16","name":"Yapay zeka L1 izleme uyar\u0131lar\u0131n\u0131 otonom olarak i\u015fleyebilir mi?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Yes, within defined guardrails. The AI classifies incoming alerts, correlates duplicates, applies pre-approved runbooks and escalates complex or high-risk cases to human engineers. Bigs Bili\u015fim operates this as an unmanned L1 model governed by the Bigs AI Governance Framework.","inLanguage":"tr"},"inLanguage":"tr"},{"@type":"Question","@id":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-17","position":17,"url":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-17","name":"Yapay zek\u00e2 destekli izleme, \u00fcretim sistemleri i\u00e7in g\u00fcvenli midir?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"Safety comes from strict boundaries: the AI only executes pre-approved runbook actions, every step is logged end-to-end, and escalation rules send anything outside the defined scope to a human engineer. The governance framework defines what the AI may and may not do.","inLanguage":"tr"},"inLanguage":"tr"},{"@type":"Question","@id":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-18","position":18,"url":"https:\/\/www.bigsbilisim.com\/solutions\/ai-assisted-monitoring-operations\/#faq-question-bigsaimon-18","name":"Geleneksel 7\/24 \u00e7al\u0131\u015fan bir NOC ekibine k\u0131yasla avantajlar\u0131 nelerdir?","answerCount":1,"acceptedAnswer":{"@type":"Answer","text":"An AI-assisted L1 removes the need for night-shift staffing, responds to alerts in seconds instead of minutes, and applies runbooks consistently every time. Human engineers focus on L2\/L3 work instead of repetitive alert handling.","inLanguage":"tr"},"inLanguage":"tr"}]}},"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.bigsbilisim.com\/tr\/wp-json\/wp\/v2\/pages\/1749","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.bigsbilisim.com\/tr\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.bigsbilisim.com\/tr\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.bigsbilisim.com\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bigsbilisim.com\/tr\/wp-json\/wp\/v2\/comments?post=1749"}],"version-history":[{"count":10,"href":"https:\/\/www.bigsbilisim.com\/tr\/wp-json\/wp\/v2\/pages\/1749\/revisions"}],"predecessor-version":[{"id":2032,"href":"https:\/\/www.bigsbilisim.com\/tr\/wp-json\/wp\/v2\/pages\/1749\/revisions\/2032"}],"up":[{"embeddable":true,"href":"https:\/\/www.bigsbilisim.com\/tr\/wp-json\/wp\/v2\/pages\/1688"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.bigsbilisim.com\/tr\/wp-json\/wp\/v2\/media\/2005"}],"wp:attachment":[{"href":"https:\/\/www.bigsbilisim.com\/tr\/wp-json\/wp\/v2\/media?parent=1749"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}