{"id":45847,"date":"2026-01-26T05:26:54","date_gmt":"2026-01-26T05:26:54","guid":{"rendered":"https:\/\/www.inhand.com\/?p=45847"},"modified":"2026-01-29T02:39:57","modified_gmt":"2026-01-29T02:39:57","slug":"ai-construction-safety-edge-decision","status":"publish","type":"post","link":"https:\/\/www.inhand.com\/tr\/support\/blogs\/ai-construction-safety-edge-decision\/","title":{"rendered":"Yapay Zeka, Yerinde Karar Verme Y\u00f6ntemiyle B\u00fcy\u00fck \u0130n\u015faat Sahalar\u0131nda G\u00fcvenlik Y\u00f6netimini Nas\u0131l Yeniden \u015eekillendiriyor?"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"45847\" class=\"elementor elementor-45847\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-29b3fba2 e-flex e-con-boxed e-con e-parent\" data-id=\"29b3fba2\" data-element_type=\"container\" data-settings=\"{&quot;container_type&quot;:&quot;flex&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-33edd13d e-con-full e-flex e-con e-child\" data-id=\"33edd13d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-49204e13 elementor-widget elementor-widget-heading\" data-id=\"49204e13\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 01-11-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h1 class=\"elementor-heading-title elementor-size-default\">Yapay Zeka ve Saha \u0130\u00e7i Karar Verme: \u0130n\u015faat G\u00fcvenli\u011fini Yeniden Tan\u0131mlamak<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3237e30b e-con-full e-flex e-con e-child\" data-id=\"3237e30b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-707cd3fe elementor-widget elementor-widget-text-editor\" data-id=\"707cd3fe\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 01-11-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>\u0130n\u015faat \u00f6l\u00e7ekleri geni\u015fledik\u00e7e ve operasyonlar daha karma\u015f\u0131k hale geldik\u00e7e, \u015fantiye g\u00fcvenli\u011fi y\u00f6netimi art\u0131k sadece sistemlere veya s\u0131k\u0131 denetimlere sahip olman\u0131n \u00f6tesinde pratik bir zorlukla kar\u015f\u0131 kar\u015f\u0131ya:<\/p><p>Geni\u015fleyen \u00e7al\u0131\u015fma alanlar\u0131, de\u011fi\u015fen a\u015famalar ve personel ile ekipman\u0131n yo\u011fun \u015fekilde \u00f6rt\u00fc\u015fmesi nedeniyle riskler da\u011f\u0131n\u0131k ve dinamik bir \u015fekilde ortaya \u00e7\u0131kar ve merkezi olarak tespit edilmesi zorla\u015f\u0131r.<\/p><p><strong>Geleneksel, deneyime dayal\u0131 ve sabit s\u00fcre\u00e7lere dayanan y\u00f6netim anlay\u0131\u015f\u0131, art\u0131k saha dinamiklerine ayak uyduram\u0131yor.<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69cef56 elementor-widget elementor-widget-heading\" data-id=\"69cef56\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">01.\u00d6nemli yat\u0131r\u0131mlara ra\u011fmen in\u015faat sahas\u0131 g\u00fcvenlik y\u00f6netimi neden h\u00e2l\u00e2 zorlu olmaya devam ediyor?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-06572b8 elementor-widget elementor-widget-text-editor\" data-id=\"06572b8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>B\u00fcy\u00fck tesislerde video g\u00f6zetimi standartt\u0131r ve en kritik alanlar\u0131n \u00e7o\u011funu kapsar. <strong>Ancak &quot;daha net g\u00f6r\u00fcn\u00fcrl\u00fck&quot; ile y\u00f6netim etkinli\u011fi artmad\u0131.<\/strong>.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0042fa9 elementor-widget elementor-widget-image\" data-id=\"0042fa9\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.17.0 - 01-11-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/ye-1.jpg\" class=\"attachment-large size-large wp-image-45948\" alt=\"G\u00fcvenlik risklerine y\u00f6nelik net video kay\u0131tlar\u0131 ile insan m\u00fcdahalesinin gecikmesi aras\u0131ndaki u\u00e7urumu vurgulayan g\u00f6zetim kontrol odas\u0131.\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/ye-1.jpg 900w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-1-300x128.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-1-768x327.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-1-18x8.jpg 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-42e2401 elementor-widget elementor-widget-text-editor\" data-id=\"42e2401\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u00a0<\/p><p><strong>Sorun yetersiz g\u00f6zetim de\u011fil.<\/strong>Ancak, \u00f6zellikle riskler daha s\u0131k ve dinamik hale geldik\u00e7e, manuel g\u00f6r\u00fcnt\u00fc inceleme, de\u011ferlendirme ve m\u00fcdahalede do\u011fal bir gecikme s\u00f6z konusudur.<\/p><p>Sistemler olaylar\u0131 kaydeder. <strong>ancak riskler artmadan \u00f6nce nadiren m\u00fcdahale edilir.<\/strong>.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23aea7b elementor-widget elementor-widget-heading\" data-id=\"23aea7b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">02. Yapay Zekan\u0131n \u0130n\u015faat Sahalar\u0131na Girmesi \u0130\u00e7in A\u015fmas\u0131 Gereken Pratik Engeller Nelerdir?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1fe8a4d elementor-widget elementor-widget-text-editor\" data-id=\"1fe8a4d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Yapay zek\u00e2 destekli g\u00f6rsel analiz olgunla\u015ft\u0131k\u00e7a, baz\u0131 \u00e7\u00f6z\u00fcmler ak\u0131ll\u0131 tan\u0131mlama i\u00e7in olay yerindeki videolar\u0131 buluta y\u00fckl\u00fcyor.<\/p><p>Bu, \u015fu \u015fekilde \u00e7al\u0131\u015f\u0131r: <strong>sabit, a\u011f istikrarl\u0131<\/strong>\u00a0ortamlar.<\/p><p>\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53397cd elementor-widget elementor-widget-image\" data-id=\"53397cd\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/ye-2.jpg\" class=\"attachment-large size-large wp-image-45949\" alt=\"S\u0131n\u0131rl\u0131 ba\u011flant\u0131 imkanlar\u0131na sahip bir \u015fantiyede yapay zeka destekli kamera, u\u00e7 nokta tabanl\u0131 ger\u00e7ek zamanl\u0131 g\u00fcvenlik analizine odaklan\u0131yor.\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/ye-2.jpg 900w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-2-300x128.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-2-768x327.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-2-18x8.jpg 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3f3ec58c e-flex e-con-boxed e-con e-child\" data-id=\"3f3ec58c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;container_type&quot;:&quot;flex&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee88e0e elementor-widget elementor-widget-text-editor\" data-id=\"ee88e0e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u00a0<\/p><p>Ancak, in\u015faat sahalar\u0131n\u0131n ger\u00e7ek ko\u015fullar\u0131 genellikle bu varsay\u0131mdan \u00f6nemli \u00f6l\u00e7\u00fcde farkl\u0131l\u0131k g\u00f6sterir.<\/p><p>B\u00fcy\u00fck alanlarda da\u011f\u0131n\u0131k b\u00f6lgeler ve s\u0131k faz kaymalar\u0131 bulundu\u011fundan, tutarl\u0131 a\u011f kapsama alan\u0131n\u0131 korumak zordur.<\/p><p>S\u00fcrekli veri iletimine a\u015f\u0131r\u0131 g\u00fcvenmek, \u00f6zellikle uzak b\u00f6lgelerde, tan\u0131mlama zamanlamas\u0131n\u0131 ve uyar\u0131 g\u00fcvenilirli\u011fini olumsuz etkileyerek sistemin kullan\u0131labilirli\u011fini zay\u0131flat\u0131r.<\/p><p>Yapay zekan\u0131n ger\u00e7ek zamanl\u0131 g\u00fcvenlik y\u00f6netimine katk\u0131da bulunabilmesi i\u00e7in, sahada istikrarl\u0131 karar alma yetenekleri \u015fartt\u0131r.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e3405d7 elementor-widget elementor-widget-heading\" data-id=\"e3405d7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">03. Yerinde Karar Verme S\u00fcre\u00e7lerini Destekleyen Yerel Yapay Zeka Mimarisi Nedir?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-668c462 elementor-widget elementor-widget-text-editor\" data-id=\"668c462\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>in\u015faat sahalar\u0131nda yapay zeka <strong>\u0130stikrarl\u0131 bir yerinde karar alma mekanizmas\u0131 gerektirir.<\/strong>Sadece mevcut g\u00f6zetim sistemlerine ba\u011flant\u0131 de\u011fil.<\/p><p>\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22dd954 elementor-widget elementor-widget-image\" data-id=\"22dd954\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/ye-3.jpg\" class=\"attachment-large size-large wp-image-45950\" alt=\"InHand Networks&#039;\u00fcn EC5550 Edge AI Bilgisayar\u0131, bulut ba\u011f\u0131ml\u0131l\u0131\u011f\u0131 olmadan, \u015fantiyede yerel olarak HD videolar\u0131 analiz ederek ger\u00e7ek zamanl\u0131 risk tespiti yap\u0131yor.\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/ye-3.jpg 900w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-3-300x128.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-3-768x327.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-3-18x8.jpg 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43099a3 elementor-widget elementor-widget-text-editor\" data-id=\"43099a3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>InHand Networks&#039; u\u00e7 yapay zeka \u00e7\u00f6z\u00fcm\u00fc, istikrarl\u0131 bir yerel yapay zeka mekanizmas\u0131 \u00fczerine kuruludur ve <strong>EC5550 Edge AI Bilgisayar\u0131n\u0131 temel ta\u015f\u0131y\u0131c\u0131 olarak kullan\u0131yor.<\/strong>.<\/p><p>Sahada bulunan HD kameralar g\u00f6r\u00fcnt\u00fc kaydeder; bu g\u00f6r\u00fcnt\u00fcler EC5550 taraf\u0131ndan yerel olarak \u00e7\u00f6z\u00fcmlenir, analiz edilir ve de\u011ferlendirilir. <strong>Bu sayede, verilerin ba\u015fka bir yere iletilmesine gerek kalmadan, risklerin neredeyse an\u0131nda belirlenmesi m\u00fcmk\u00fcn oluyor.<\/strong>.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-043b9e3 elementor-widget elementor-widget-heading\" data-id=\"043b9e3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><p class=\"MsoNormal\" style=\"margin: 16pt 0pt 6pt; text-align: left; font-family: Calibri; font-size: 10.5pt; font-weight: 400; white-space-collapse: collapse; line-height: 16.8px;\"><b><span style=\"font-family: \u7b49\u7ebf; line-height: 25.6px; font-size: 16pt;\"><font face=\"Arial\">04.<\/font><\/span><\/b><b><span style=\"font-family: Arial; line-height: 25.6px; font-size: 16pt;\">Yerinde Yapay Zeka, Video Toplamadan Risk De\u011ferlendirmesine Kadar Kapal\u0131 Bir D\u00f6ng\u00fcy\u00fc Nas\u0131l Olu\u015fturur?<\/span><\/b><span style=\"font-size: 10.5pt;\"><o:p><\/o:p><\/span><\/p><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8f22af7 elementor-widget elementor-widget-text-editor\" data-id=\"8f22af7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>G\u00fcvenilir yerinde yapay zeka, yaln\u0131zca algoritmalara de\u011fil, entegre i\u015flem g\u00fcc\u00fcne, istikrara ve end\u00fcstriyel uyarlanabilirli\u011fe dayan\u0131r.<\/p><p>EC5550&#039;nin temel \u00f6zellikleri, yapay zekan\u0131n uzun vadeli \u00e7al\u0131\u015fmas\u0131n\u0131 sa\u011flar:<\/p><ul><li>Yerel Yapay Zeka Hesaplama G\u00fcc\u00fc: Y\u00fcksek performansl\u0131 bir NVIDIA \u00e7ipi (100 TOPS) ile donat\u0131lm\u0131\u015f olup, buluta ba\u011f\u0131ml\u0131l\u0131k olmadan g\u00fcvenlik kontrolleri i\u00e7in birden fazla video ak\u0131\u015f\u0131n\u0131n ger\u00e7ek zamanl\u0131 yerel analizini sa\u011flar.<\/li><\/ul><ul><li>\u00c7ok Kanall\u0131 Eri\u015fim: Birden fazla HD kameran\u0131n e\u015f zamanl\u0131 ba\u011flant\u0131s\u0131n\u0131 ve paralel analizini destekler, yo\u011fun izleme alanlar\u0131 i\u00e7in idealdir.<\/li><\/ul><ul><li>End\u00fcstriyel S\u0131n\u0131f Stabilite: Toza, titre\u015fime ve s\u0131cakl\u0131k de\u011fi\u015fimlerine (-20\u2103 ila 70\u2103) dayan\u0131kl\u0131d\u0131r, yapay zeka kaynakl\u0131 kesintileri \u00f6nler.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c58a1f elementor-widget elementor-widget-image\" data-id=\"0c58a1f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/ye-4.jpg\" class=\"attachment-large size-large wp-image-45951\" alt=\"NVIDIA \u00e7ipli InHand EC5550 Edge AI Bilgisayar, zorlu in\u015faat ortamlar\u0131nda bile s\u00fcrekli saha i\u00e7i video analizi i\u00e7in g\u00fcvenilir bir \u015fekilde \u00e7al\u0131\u015fmaktad\u0131r.\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/ye-4.jpg 900w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-4-300x128.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-4-768x327.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-4-18x8.jpg 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0167b5 elementor-widget elementor-widget-text-editor\" data-id=\"f0167b5\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u00a0<\/p><p>Bu g\u00f6r\u00fcnmez yetenekler, yapay zekan\u0131n bir g\u00f6steri arac\u0131 m\u0131 yoksa uzun vadeli bir g\u00fcvenlik unsuru mu oldu\u011funu belirler.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c722f5a elementor-widget elementor-widget-heading\" data-id=\"c722f5a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Risk Tan\u0131mlama: Yapay Zeka \u015eantiyedeki \u0130n\u015faat Risklerini Nas\u0131l &quot;Anl\u0131yor&quot;?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e540f7 elementor-widget elementor-widget-text-editor\" data-id=\"1e540f7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>EC5550 taraf\u0131ndan desteklenen yapay zeka, personel varl\u0131\u011f\u0131, ki\u015fisel koruyucu ekipman kullan\u0131m\u0131, tehlikeli alana izinsiz giri\u015f ve duman\/yang\u0131n gibi temel riskleri tespit etmek i\u00e7in video ak\u0131\u015flar\u0131n\u0131 s\u00fcrekli olarak analiz eder.<\/p><p><strong>S\u00fcrekli veri ak\u0131\u015flar\u0131na (tek karelere de\u011fil) dayal\u0131 olmas\u0131, yanl\u0131\u015f\/ka\u00e7\u0131r\u0131lan alarmlar\u0131 azalt\u0131r. \u0130stikrarl\u0131 uzun vadeli \u00e7al\u0131\u015fma, tek seferlik tan\u0131mlamadan daha \u00f6nemlidir.<\/strong><\/p><p><strong>\u00a0<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c7649fc elementor-widget elementor-widget-image\" data-id=\"c7649fc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"384\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/ye-5.jpg\" class=\"attachment-large size-large wp-image-45952\" alt=\"EC5550 destekli yapay zeka, buluta ba\u011f\u0131ml\u0131 kalmadan, \u015fantiyedeki canl\u0131 videolar\u0131 s\u00fcrekli olarak analiz ederek personeli, ki\u015fisel koruyucu ekipman ihlallerini, izinsiz giri\u015fleri ve yang\u0131nlar\u0131 tespit ediyor.\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/ye-5.jpg 900w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-5-300x128.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-5-768x328.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-5-18x8.jpg 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b6aebd elementor-widget elementor-widget-heading\" data-id=\"5b6aebd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Risk Tan\u0131mlama: Yapay Zeka \u015eantiyedeki \u0130n\u015faat Risklerini Nas\u0131l &quot;Anl\u0131yor&quot;?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7fdf178 elementor-widget elementor-widget-text-editor\" data-id=\"7fdf178\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>EC5550 taraf\u0131ndan desteklenen yapay zeka, personel varl\u0131\u011f\u0131, ki\u015fisel koruyucu ekipman kullan\u0131m\u0131, tehlikeli alana izinsiz giri\u015f ve duman\/yang\u0131n gibi temel riskleri tespit etmek i\u00e7in video ak\u0131\u015flar\u0131n\u0131 s\u00fcrekli olarak analiz eder.<\/p><p><strong>S\u00fcrekli veri ak\u0131\u015flar\u0131na (tek karelere de\u011fil) dayal\u0131 olmas\u0131, yanl\u0131\u015f\/ka\u00e7\u0131r\u0131lan alarmlar\u0131 azalt\u0131r. \u0130stikrarl\u0131 uzun vadeli \u00e7al\u0131\u015fma, tek seferlik tan\u0131mlamadan daha \u00f6nemlidir.<\/strong><\/p><p><strong>\u00a0<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fbd4677 elementor-widget elementor-widget-heading\" data-id=\"fbd4677\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Yerinde M\u00fcdahale: Yapay Zeka Riskleri Belirledi\u011finde Ne Olur?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f824886 elementor-widget elementor-widget-text-editor\" data-id=\"f824886\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Yerel risk tespiti an\u0131nda harekete ge\u00e7meyi tetikler: y\u00f6netim sistemi uyar\u0131lar\u0131, yerinde sesli ve g\u00f6rsel uyar\u0131lar ve daha sonra incelenmek \u00fczere olay\u0131n tam kayd\u0131.<\/p><p>T\u00fcm s\u00fcre\u00e7 yerinde ger\u00e7ekle\u015fiyor. <strong>ger\u00e7ek bir kapal\u0131 d\u00f6ng\u00fc g\u00fcvenlik zinciri olu\u015fturmak\u00a0<\/strong>Manuel izleme veya bulut gecikmeleri olmadan.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-adfb679 elementor-widget elementor-widget-image\" data-id=\"adfb679\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/ye-7.jpg\" class=\"attachment-large size-large wp-image-45954\" alt=\"Yerinde \u00e7al\u0131\u015fan yapay zeka g\u00fcvenlik sistemi, ger\u00e7ek zamanl\u0131 uyar\u0131lar, g\u00f6rsel-i\u015fitsel ikazlar ve olay kayd\u0131 tetikliyor; tamamen yerel, bulut veya insan m\u00fcdahalesi olmadan \u00e7al\u0131\u015f\u0131yor.\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/ye-7.jpg 900w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-7-300x128.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-7-768x327.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-7-18x8.jpg 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-02b4020 elementor-widget elementor-widget-heading\" data-id=\"02b4020\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">05. Bu Yerel Yapay Zeka Mimarisi Uzun Vadeli \u0130n\u015faat Sahas\u0131 Y\u00f6netimi \u0130\u00e7in Neden Daha Uygundur?<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40f9405 elementor-widget elementor-widget-text-editor\" data-id=\"40f9405\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Yerinde karar verme, m\u00fchendislik a\u00e7\u0131s\u0131ndan \u00f6nemli avantajlar sa\u011flar:<\/p><ul><li>A\u011fda gecikme olmadan tan\u0131mlama ve zaman\u0131nda yan\u0131tlar;<\/li><li>Azalt\u0131lm\u0131\u015f bant geni\u015fli\u011fi gereksinimleri (s\u00fcrekli video y\u00fcklemesi yok);<\/li><li>Yerel i\u015flemleme yoluyla veri g\u00fcvenli\u011fi art\u0131r\u0131ld\u0131.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22cf6be elementor-widget elementor-widget-image\" data-id=\"22cf6be\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"900\" height=\"383\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/ye-6.jpg\" class=\"attachment-large size-large wp-image-45953\" alt=\"EC5550 Edge AI Bilgisayar, in\u015faat a\u015famalar\u0131 boyunca \u00f6l\u00e7eklenebilir kamera entegrasyonu ile g\u00fcvenli, d\u00fc\u015f\u00fck gecikmeli, yerinde g\u00fcvenlik kararlar\u0131 al\u0131nmas\u0131n\u0131 sa\u011flar.\" srcset=\"https:\/\/www.inhand.com\/wp-content\/uploads\/ye-6.jpg 900w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-6-300x128.jpg 300w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-6-768x327.jpg 768w, https:\/\/www.inhand.com\/wp-content\/uploads\/ye-6-18x8.jpg 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d3e740c elementor-widget elementor-widget-text-editor\" data-id=\"d3e740c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Esnek end\u00fcstriyel a\u011f ba\u011flant\u0131s\u0131, proje a\u015famalar\u0131na ba\u011fl\u0131 olarak kamera kapsama alan\u0131n\u0131n geni\u015fletilmesine olanak tan\u0131yarak EC5550 performans\u0131n\u0131n s\u00fcrd\u00fcr\u00fclebilirli\u011fini sa\u011flar.<\/p><p><strong>EC5550, ba\u011f\u0131ms\u0131z bir cihazdan, saha i\u00e7i yapay zeka g\u00fcvenlik y\u00f6netimi i\u00e7in temel, ya\u015fam d\u00f6ng\u00fcs\u00fc boyunca istikrarl\u0131 bir d\u00fc\u011f\u00fcme d\u00f6n\u00fc\u015f\u00fcyor.<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8e8f408 elementor-widget elementor-widget-heading\" data-id=\"8e8f408\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">06. Yapay Zeka Sahada \u0130stikrarl\u0131 Bir \u015eekilde \u00c7al\u0131\u015ft\u0131\u011f\u0131nda G\u00fcvenlik Y\u00f6netimi Ger\u00e7ekten D\u00f6n\u00fc\u015febilir<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9726512 elementor-widget elementor-widget-text-editor\" data-id=\"9726512\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>G\u00fcvenlik d\u00f6n\u00fc\u015f\u00fcm\u00fc, daha fazla sistem kurmakta de\u011fil, s\u00fcrekli risk tespit edilebilirli\u011fi ve m\u00fcdahale edilebilirli\u011finde yatmaktad\u0131r.<\/p><p><strong>\u0130stikrarl\u0131 saha i\u00e7i yapay zeka, g\u00fcvenlik y\u00f6netimini olay sonras\u0131 m\u00fcdahaleden proaktif, s\u00fcrekli \u00f6nlemeye do\u011fru kayd\u0131r\u0131r.<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-38a7295 elementor-widget elementor-widget-text-editor\" data-id=\"38a7295\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>\u0130lgili \u00dcr\u00fcnler:<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5b4f78f4 e-con-full e-flex e-con e-child\" data-id=\"5b4f78f4\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-55a1c3c elementor-widget elementor-widget-ucaddon_card_carousel\" data-id=\"55a1c3c\" data-element_type=\"widget\" data-widget_type=\"ucaddon_card_carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n<!-- start Card Carousel -->\n\t\t<link id='font-awesome-css' href='https:\/\/www.inhand.com\/wp-content\/plugins\/unlimited-elements-for-elementor-premium\/assets_libraries\/font-awesome6\/fontawesome-all.min.css' type='text\/css' rel='stylesheet' >\n\t\t<link id='font-awesome-4-shim-css' href='https:\/\/www.inhand.com\/wp-content\/plugins\/unlimited-elements-for-elementor-premium\/assets_libraries\/font-awesome6\/fontawesome-v4-shims.min.css' type='text\/css' rel='stylesheet' >\n\t\t<link id='owl-carousel-css' href='https:\/\/www.inhand.com\/wp-content\/plugins\/unlimited-elements-for-elementor-premium\/assets_libraries\/owl-carousel-new\/assets\/owl.carousel.css' type='text\/css' rel='stylesheet' >\n\t\t<link id='uc_ac_assets_file_animate_css_77907-css' href='https:\/\/www.inhand.com\/wp-content\/uploads\/ac_assets\/uc_classic_carousel\/animate.css' type='text\/css' rel='stylesheet' >\n\n<style>\/* widget: Card Carousel *\/\n\n#uc_card_carousel_elementor_55a1c3c-wrapper{\n  min-height:1px;\n}\n\n#uc_card_carousel_elementor_55a1c3c *{\n\t-webkit-box-sizing: border-box;\n\t-moz-box-sizing: border-box;\n\tbox-sizing: border-box;\n}\n\n#uc_card_carousel_elementor_55a1c3c .ue-carousel-item{\n  overflow:hidden;\n  transition:0.3s;\n}\n\n#uc_card_carousel_elementor_55a1c3c .uc_classic_carousel_container_holder{\n\tdisplay:block;\n\tposition:relative;\n\twidth:100%;\n    box-sizing: border-box;\n}\n#uc_card_carousel_elementor_55a1c3c .uc_classic_carousel_placeholder{\n   position:relative;\n}\n\n\n#uc_card_carousel_elementor_55a1c3c .uc_classic_carousel_placeholder img, #uc_card_carousel_elementor_55a1c3c .ue_card_carousel_image_overlay{\n  transition: all 300ms;\n}\n\n.card_carousel_title{\n\tfont-size:21px;\n}\n\n.uc_classic_carousel .uc_classic_carousel_border{\n\tdisplay:block;\n    margin:0 auto;\n}\n\n.uc_classic_carousel  .uc_classic_carousel_placeholder img{\n\twidth:100%;    \n    display:inline-flex;\n}\n\n.uc_classic_carousel .uc_classic_carousel_content{\n  display: flex;\n  flex-flow: column nowrap;\n}\n\n.uc_classic_carousel .ue_button{\n  margin-top:auto;\n}\n\n.uc_classic_carousel .uc_classic_carousel_content .uc_more_btn {\n\tdisplay:inline-block;\n\ttext-decoration:none;\n\ttransition: all 0.5s ease;\n}\n\n#uc_card_carousel_elementor_55a1c3c .owl-dots {\n  overflow:hidden;\n  text-align:center;\n}\n\n#uc_card_carousel_elementor_55a1c3c .owl-dot {\n  border-radius:50%;\n  display:inline-block;\n}\n\n#uc_card_carousel_elementor_55a1c3c .owl-nav .owl-prev,\n#uc_card_carousel_elementor_55a1c3c .owl-nav .owl-next{\n    position:absolute;\n    display:flex;\n  \tjustify-content: center;\n  \talign-items: center;\n    text-align:center;\n}\n\n#uc_card_carousel_elementor_55a1c3c .owl-nav .disabled{\n    display: none;  \n}\n\n\n#uc_card_carousel_elementor_55a1c3c .ue-item-icon{\n  line-height:1em;\n  display:inline-flex;\n  justify-content:center;\n  align-items:center;  \n}\n\n#uc_card_carousel_elementor_55a1c3c .ue-item-icon svg{\n  height:1em;\n  width:1em;\n}\n\n#uc_card_carousel_elementor_55a1c3c .ue-item-icon-wrapper{\n  display:flex;\n}\n\n#uc_card_carousel_elementor_55a1c3c .uc_classic_carousel_container_holder {\n\t max-width: ;\n}\n\n\n\n@media screen and (max-width: 1024px) {\n  #uc_card_carousel_elementor_55a1c3c .uc_classic_carousel_container_holder {\n\t max-width: ;\n  }\n}\n\n@media screen and (max-width: 767px) {\n  #uc_card_carousel_elementor_55a1c3c .uc_classic_carousel_container_holder {\n    max-width: ;\n  }\n}\n\n<\/style>\n\n<div class=\"uc_classic_carousel\" id=\"uc_card_carousel_elementor_55a1c3c-wrapper\">\n        <div class=\"uc_carousel owl-carousel uc-items-wrapper\" id=\"uc_card_carousel_elementor_55a1c3c\"  >\n          \t\n\n\n<div id=\"uc_card_carousel_elementor_55a1c3c_item1\" class=\"uc_classic_carousel_container_holder ue-item elementor-repeater-item-0260550\" data-hide-item=\"false\">  \n  <div class=\"ue-carousel-item\">\n    \n    <span class=\"uc_classic_carousel_border\" style=\"\"><\/span>    \n    \n          <div class=\"uc_classic_carousel_placeholder\">\n        <a href=\"https:\/\/www.inhand.com\/tr\/products\/ai-edge-computers\/\" title=\"Daha fazla bilgi edin\" >          <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.inhand.com\/wp-content\/uploads\/EC5550-768x670.png\"  alt=\"EC5550 AI Edge Bilgisayar\u0131\" width=\"768\" height=\"670\">\n        <\/a>              <\/div>\n    \n    <div class=\"uc_classic_carousel_content\" style=\"direction:ltr;\">    \n\n      \n          <div  class=\"card_carousel_title\">AI (Yapay Zeka)Edge Bilgisayar\u0131<\/div>\n        <p class=\"card_carousel_text\"><\/p>      \t\n\n              <div class=\"ue_button\">\n          <a class=\"uc_more_btn\" href=\"https:\/\/www.inhand.com\/tr\/products\/ai-edge-computers\/\" title=\"Daha fazla bilgi edin\" >Daha fazla bilgi edin<\/a>\n      \t<\/div>   \n      \t\n      \n    <\/div>\n    \n  <\/div>\n<\/div>\n\n      <\/div>\n<\/div>\n<!-- end Card Carousel -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-78c09482 e-con-full e-flex e-con e-child\" data-id=\"78c09482\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;,&quot;container_type&quot;:&quot;flex&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-2d6a65c e-con-full e-flex e-con e-child\" data-id=\"2d6a65c\" data-element_type=\"container\" data-settings=\"{&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:60,&quot;content_width&quot;:&quot;full&quot;,&quot;sticky_offset_tablet&quot;:0,&quot;sticky_offset_mobile&quot;:0,&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;container_type&quot;:&quot;flex&quot;,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_effects_offset&quot;:0}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a24d7ae elementor-widget elementor-widget-heading\" data-id=\"a24d7ae\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u0130lgili Bloglar<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a917522 elementor-widget elementor-widget-ha-post-list happy-addon ha-post-list\" data-id=\"a917522\" data-element_type=\"widget\" data-widget_type=\"ha-post-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t<div class=\"ha-post-list-wrapper\">\n\t\t\t\t<ul class=\"ha-post-list\" >\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"ha-post-list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\/\">\n\t\t\t\t\t\t\t\t<span class=\"ha-post-list-icon\"><i aria-hidden=\"true\" class=\"hm hm-tb-post-content\"><\/i><\/span>\t\t\t\t\t\t\t\t<div class=\"ha-post-list-content\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"ha-post-list-title\">Numune Almadan 100% Yapay Zeka \u0130ncelemesine<\/h2>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"ha-post-list-item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.inhand.com\/tr\/cases\/5g-smart-factory-automated-production-line-equipment-networking-solution\/\">\n\t\t\t\t\t\t\t\t<span class=\"ha-post-list-icon\"><i aria-hidden=\"true\" class=\"hm hm-tb-post-content\"><\/i><\/span>\t\t\t\t\t\t\t\t<div class=\"ha-post-list-content\">\n\t\t\t\t\t\t\t\t\t<h2 class=\"ha-post-list-title\">5G Fabrika Otomasyon \u00c7\u00f6z\u00fcm\u00fc<\/h2>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-424975f2 e-flex e-con-boxed e-con e-parent\" data-id=\"424975f2\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;container_type&quot;:&quot;flex&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cda2027 elementor-widget elementor-widget-ucaddon_uc_card_post_carousel\" data-id=\"cda2027\" data-element_type=\"widget\" data-widget_type=\"ucaddon_uc_card_post_carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\n<!-- start Post Carousel Lite -->\n\n<style>\/* widget: Post Carousel Lite *\/\n\n#uc_uc_card_post_carousel_elementor_cda2027 *{\n  box-sizing:border-box;\n}\n#uc_uc_card_post_carousel_elementor_cda2027{\n  position:relative;\n  min-height:1px;\n}\n#uc_uc_card_post_carousel_elementor_cda2027 .uc_image_carousel_content{\n\ttext-align:center;\n    display: flex;\n     flex-flow: column nowrap;\n}\n#uc_uc_card_post_carousel_elementor_cda2027 .ue_post_carousel_item\n{\n  overflow:hidden;\n  \n}\n\n#uc_uc_card_post_carousel_elementor_cda2027 .ue_post_btn_holder\n{\n  margin-top:auto;\n}\n\n#uc_uc_card_post_carousel_elementor_cda2027 .uc_more_btn{\n\n  display:inline-block;\n  text-align:center;\n  text-decoration:none;\n} \n\n.uc_overlay_image_carousel .uc_more_btn{\n  text-decoration:none;\n  display:inline-block;\n}\n\n.uc_overlay_image_carousel .uc_post_title{\n  font-size:21px;\n  text-decoration:none;\n}\n\n#uc_uc_card_post_carousel_elementor_cda2027 .owl-nav .owl-prev{\n    position:absolute;\n    display:inline-block;\n    text-align:center;\n}\n#uc_uc_card_post_carousel_elementor_cda2027 .owl-nav .owl-next{\n  position:absolute;\n  display:inline-block;\n  text-align:center;\n}\n\n\n#uc_uc_card_post_carousel_elementor_cda2027 .owl-dots {\noverflow:hidden;\ndisplay:false !important;\ntext-align:center;\n}\n\n#uc_uc_card_post_carousel_elementor_cda2027 .owl-dot {\nborder-radius:50%;\ndisplay:inline-block;\n}\n\n<\/style>\n\n<div class=\"uc_overlay_image_carousel\" id=\"uc_uc_card_post_carousel_elementor_cda2027\" data-custom-sethtml=\"true\" >\n   <div class=\"uc_carousel owl-carousel owl-theme uc-items-wrapper\">\n   \t\t<div id=\"uc_uc_card_post_carousel_elementor_cda2027_item1\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/new-5g-router-cr602-helps-coffee-shops-improve-connectivity-and-business-internet-reliability\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/\u5c01\u9762-2-768x563.png); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/new-5g-router-cr602-helps-coffee-shops-improve-connectivity-and-business-internet-reliability\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Yeni 5G y\u00f6nlendirici CR602, kahve d\u00fckkanlar\u0131n\u0131n ba\u011flant\u0131 kalitesini ve i\u015fletme internet g\u00fcvenilirli\u011fini art\u0131rmas\u0131na yard\u0131mc\u0131 oluyor.<\/div><\/a>    <div class=\"ue_post_intro\">CR602 5G y\u00f6nlendirici ile kafeniz i\u00e7in g\u00fcvenilir i\u015f interneti sa\u011flay\u0131n. Kesintileri \u00f6nlemek i\u00e7in tasarlanm\u0131\u015ft\u0131r...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/new-5g-router-cr602-helps-coffee-shops-improve-connectivity-and-business-internet-reliability\/\">Daha fazlas\u0131n\u0131 \u00f6\u011frenin \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_cda2027_item2\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/clawdbot-edge-deployment-guide\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/OpenClaw-banner-768x563.png); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/clawdbot-edge-deployment-guide\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Mac mini&#039;ye &quot;S\u00fcrekli A\u00e7\u0131k&quot; \u00d6zelli\u011fine Elveda \u2014 Uygun Fiyatl\u0131 Bir Yapay Zeka U\u00e7 Bilgisayar\u0131 OpenClaw&#039;\u0131 7\/24 \u00c7al\u0131\u015f\u0131r Halde Tutuyor<\/div><\/a>    <div class=\"ue_post_intro\">Linux i\u015fletim sistemine sahip bir InHand u\u00e7 bilgisayar\u0131na s\u00fcrekli aktif bir yapay zeka ajan\u0131 kurun: Clawdbot&#039;u y\u00fckleyin, denetimleri planlay\u0131n...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/clawdbot-edge-deployment-guide\/\">Daha fazlas\u0131n\u0131 \u00f6\u011frenin \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_cda2027_item3\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/making-automated-production-lines-truly-controllable-and-visible\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/Making-Automated-Production-Lines-Truly-Controllable-and-Visible-cover-768x563.jpg); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/making-automated-production-lines-truly-controllable-and-visible\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Otomatik \u00dcretim Hatlar\u0131n\u0131 Ger\u00e7ekten Kontrol Edilebilir ve G\u00f6r\u00fcn\u00fcr Hale Getirmek<\/div><\/a>    <div class=\"ue_post_intro\">Otomasyon derinle\u015ftik\u00e7e, \u00fcretim hatlar\u0131 istikrarl\u0131 a\u011f ba\u011flant\u0131s\u0131na her zamankinden daha \u00e7ok ihtiya\u00e7 duyuyor. Bu makale...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/making-automated-production-lines-truly-controllable-and-visible\/\">Daha fazlas\u0131n\u0131 \u00f6\u011frenin \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_cda2027_item4\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/ai-construction-safety-edge-decision\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/EC5550_notitle-768x563.jpg); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/ai-construction-safety-edge-decision\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Yapay Zeka, Yerinde Karar Verme Y\u00f6ntemiyle B\u00fcy\u00fck \u0130n\u015faat Sahalar\u0131nda G\u00fcvenlik Y\u00f6netimini Nas\u0131l Yeniden \u015eekillendiriyor?<\/div><\/a>    <div class=\"ue_post_intro\">Edge AI, \u015fantiyelerde ger\u00e7ek zamanl\u0131, \u00e7evrimd\u0131\u015f\u0131 g\u00fcvenlik izleme olana\u011f\u0131 sa\u011flar. Ki\u015fisel koruyucu ekipman (PPE) eksikli\u011fini an\u0131nda tespit eder...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/ai-construction-safety-edge-decision\/\">Daha fazlas\u0131n\u0131 \u00f6\u011frenin \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_cda2027_item5\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/EC5550-768x563.jpg); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Numune Almadan 100% Yapay Zeka \u0130ncelemesine<\/div><\/a>    <div class=\"ue_post_intro\">5G Ta\u015f\u0131y\u0131c\u0131 Birle\u015ftirme a\u00e7\u0131kland\u0131: Yakla\u015fan FWA12 i\u015f modeliyle ultra h\u0131zl\u0131, dayan\u0131kl\u0131 ba\u011flant\u0131n\u0131n kilidini a\u00e7\u0131n...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/from-sampling-to-100-percent-ai-inspection\/\">Daha fazlas\u0131n\u0131 \u00f6\u011frenin \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_cda2027_item6\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/what-is-carrier-aggregation\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/carrier-aggregation-768x563.jpg); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/what-is-carrier-aggregation\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Ta\u015f\u0131y\u0131c\u0131 Toplama (CA) Nedir?<\/div><\/a>    <div class=\"ue_post_intro\">5G Ta\u015f\u0131y\u0131c\u0131 Birle\u015ftirme a\u00e7\u0131kland\u0131: Yakla\u015fan FWA12 i\u015f modeliyle ultra h\u0131zl\u0131, dayan\u0131kl\u0131 ba\u011flant\u0131n\u0131n kilidini a\u00e7\u0131n...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/what-is-carrier-aggregation\/\">Daha fazlas\u0131n\u0131 \u00f6\u011frenin \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_cda2027_item7\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/eu-nis2-directive-compliance-guide\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/InHand-Networks-NIS-2-readines-768x563.jpg); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/eu-nis2-directive-compliance-guide\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">AB NIS 2 Direktifi: InHand Networks Uyumlu ve G\u00fcvenli Kalman\u0131za Nas\u0131l Yard\u0131mc\u0131 Olur?<\/div><\/a>    <div class=\"ue_post_intro\">Uyumluluktan dayan\u0131kl\u0131l\u0131\u011fa kadar InHand Networks, NIS 2 haz\u0131rl\u0131\u011f\u0131 i\u00e7in g\u00fcvenilir orta\u011f\u0131n\u0131zd\u0131r.<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/eu-nis2-directive-compliance-guide\/\">Daha fazlas\u0131n\u0131 \u00f6\u011frenin \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_cda2027_item8\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/what-is-wi-fi-7\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/what-is-wifi-7_website-768x563.jpg); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/what-is-wi-fi-7\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Wi-Fi 7 Nedir?<\/div><\/a>    <div class=\"ue_post_intro\">Wi-Fi 7&#039;nin h\u0131z\u0131 nas\u0131l art\u0131rd\u0131\u011f\u0131n\u0131, gecikmeyi nas\u0131l azaltt\u0131\u011f\u0131n\u0131 ve daha fazla cihaz\u0131 nas\u0131l destekledi\u011fini ke\u015ffedin; i\u015f d\u00fcnyas\u0131n\u0131 d\u00f6n\u00fc\u015ft\u00fcr\u00fcn...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/what-is-wi-fi-7\/\">Daha fazlas\u0131n\u0131 \u00f6\u011frenin \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_cda2027_item9\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/traffic-shaping-for-network-management\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/traffic-shaping-768x563.png); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/traffic-shaping-for-network-management\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">Trafik \u015eekillendirme: A\u011f Y\u00f6netiminin G\u00f6r\u00fcnmez Eli<\/div><\/a>    <div class=\"ue_post_intro\">Trafik \u015fekillendirmenin kritik verileri \u00f6nceliklendirerek a\u011f performans\u0131n\u0131 nas\u0131l iyile\u015ftirdi\u011fini ke\u015ffedin. InHand&#039;in...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/traffic-shaping-for-network-management\/\">Daha fazlas\u0131n\u0131 \u00f6\u011frenin \u2192<\/a><\/div>  <\/div>\n<\/div>\n<div id=\"uc_uc_card_post_carousel_elementor_cda2027_item10\" class=\"uc_image_carousel_container_holder ue_post_carousel_item ue-Blogs\">\n  <div class=\"uc_image_carousel_placeholder\">\n    <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/deploying-aws-iot-sitewise-on-ec942-edge-computer\/\"><div calss=\"uc_image_carousel_bg\" style=\"background-image:url(https:\/\/www.inhand.com\/wp-content\/uploads\/deploy-aws-iot-sitewise-on-ec942-edge-computer-768x499.jpg); background-size:cover; background-position:center; height:200px;\"><\/div><\/a>\n  <\/div>\n\n  <div class=\"uc_image_carousel_content\" >\n                <a href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/deploying-aws-iot-sitewise-on-ec942-edge-computer\/\" style=\"text-decoration:none;\"><div class=\"uc_post_title\" style=\"text-decoration:none;\">End\u00fcstriyel Veri \u0130\u00e7g\u00f6r\u00fcleri i\u00e7in InHand EC942&#039;de AWS IoT SiteWise&#039;\u0131 Da\u011f\u0131tma<\/div><\/a>    <div class=\"ue_post_intro\">Ger\u00e7ek zamanl\u0131 end\u00fcstriyel veri i\u00e7g\u00f6r\u00fcleri i\u00e7in g\u00fcvenli, u\u00e7tan buluta AWS IoT SiteWise&#039;\u0131 EC942&#039;ye da\u011f\u0131t\u0131n...<\/div>    <div class=\"ue_post_btn_holder\"><a class=\"uc_more_btn\"  href=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/deploying-aws-iot-sitewise-on-ec942-edge-computer\/\">Daha fazlas\u0131n\u0131 \u00f6\u011frenin \u2192<\/a><\/div>  <\/div>\n<\/div>\n\n   <\/div>\t\n<\/div>\n\n<!-- --->\n<!-- --->\n<!-- --->\n<!-- end Post Carousel Lite -->\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Edge AI, \u015fantiyelerde ger\u00e7ek zamanl\u0131, \u00e7evrimd\u0131\u015f\u0131 g\u00fcvenlik izleme olana\u011f\u0131 sa\u011flar. Ki\u015fisel koruyucu ekipman ihlallerini, yang\u0131nlar\u0131, izinsiz giri\u015fleri ve tehlikeleri an\u0131nda tespit ederek, buluta ba\u011f\u0131ml\u0131l\u0131k olmadan an\u0131nda uyar\u0131lar tetikler; b\u00f6ylece m\u00fcdahale h\u0131z\u0131n\u0131 ve \u015fantiye g\u00fcvenli\u011fini art\u0131r\u0131r.<\/p>","protected":false},"author":1,"featured_media":45959,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[126],"tags":[],"class_list":["post-45847","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blogs"],"blocksy_meta":"","acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v23.1 (Yoast SEO v23.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How AI Reinvents Safety Management at Large Construction Sites with On-Site Decision-Making - InHand Networks<\/title>\n<meta name=\"description\" content=\"Boost construction site safety with on-site AI decision-making. Real-time risk detection, PPE compliance &amp; fire alerts\u2014no cloud needed.\" \/>\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.inhand.com\/tr\/support\/blogs\/ai-construction-safety-edge-decision\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How AI Reinvents Safety Management at Large Construction Sites with On-Site Decision-Making\" \/>\n<meta property=\"og:description\" content=\"Boost construction site safety with on-site AI decision-making. Real-time risk detection, PPE compliance &amp; fire alerts\u2014no cloud needed.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.inhand.com\/tr\/support\/blogs\/ai-construction-safety-edge-decision\/\" \/>\n<meta property=\"og:site_name\" content=\"InHand Networks\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/inhandnetworks\" \/>\n<meta property=\"article:published_time\" content=\"2026-01-26T05:26:54+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-01-29T02:39:57+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.inhand.com\/wp-content\/uploads\/EC5550_notitle.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"586\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@InHandNetworks\" \/>\n<meta name=\"twitter:site\" content=\"@InHandNetworks\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\/\/www.inhand.com\/#\/schema\/person\/0a8e2432928e73ea5c75cd16cec3c70e\"},\"headline\":\"How AI Reinvents Safety Management at Large Construction Sites with On-Site Decision-Making\",\"datePublished\":\"2026-01-26T05:26:54+00:00\",\"dateModified\":\"2026-01-29T02:39:57+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/\"},\"wordCount\":954,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.inhand.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.inhand.com\/wp-content\/uploads\/EC5550_notitle.jpg\",\"articleSection\":[\"Blogs\"],\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/\",\"url\":\"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/\",\"name\":\"How AI Reinvents Safety Management at Large Construction Sites with On-Site Decision-Making - InHand Networks\",\"isPartOf\":{\"@id\":\"https:\/\/www.inhand.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.inhand.com\/wp-content\/uploads\/EC5550_notitle.jpg\",\"datePublished\":\"2026-01-26T05:26:54+00:00\",\"dateModified\":\"2026-01-29T02:39:57+00:00\",\"description\":\"Boost construction site safety with on-site AI decision-making. Real-time risk detection, PPE compliance & fire alerts\u2014no cloud needed.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/#primaryimage\",\"url\":\"https:\/\/www.inhand.com\/wp-content\/uploads\/EC5550_notitle.jpg\",\"contentUrl\":\"https:\/\/www.inhand.com\/wp-content\/uploads\/EC5550_notitle.jpg\",\"width\":800,\"height\":586,\"caption\":\"ai-construction-safety-edge-decision\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.inhand.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Support\",\"item\":\"https:\/\/www.inhand.com\/category\/support\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Blogs\",\"item\":\"https:\/\/www.inhand.com\/category\/support\/blogs\/\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"How AI Reinvents Safety Management at Large Construction Sites with On-Site Decision-Making\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.inhand.com\/#website\",\"url\":\"https:\/\/www.inhand.com\/\",\"name\":\"InHand Networks\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.inhand.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.inhand.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"tr\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.inhand.com\/#organization\",\"name\":\"InHand Networks\",\"url\":\"https:\/\/www.inhand.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/www.inhand.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/11\/logo-green.svg\",\"contentUrl\":\"https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/11\/logo-green.svg\",\"width\":262,\"height\":68,\"caption\":\"InHand Networks\"},\"image\":{\"@id\":\"https:\/\/www.inhand.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/inhandnetworks\",\"https:\/\/x.com\/InHandNetworks\",\"https:\/\/www.linkedin.com\/company\/inhand-networks\",\"https:\/\/www.instagram.com\/inhand_networks\/\",\"https:\/\/www.youtube.com\/channel\/UCWchHXmSENqidArnKCRqVKA\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.inhand.com\/#\/schema\/person\/0a8e2432928e73ea5c75cd16cec3c70e\",\"name\":\"admin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/www.inhand.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/23d47cdbb376c3fa08d504fcfad47e7e6f39dd898575e8490565ba8759271ca5?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/23d47cdbb376c3fa08d504fcfad47e7e6f39dd898575e8490565ba8759271ca5?s=96&d=mm&r=g\",\"caption\":\"admin\"},\"sameAs\":[\"https:\/\/www.inhand.com\"],\"url\":\"https:\/\/www.inhand.com\/tr\/author\/admin\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"How AI Reinvents Safety Management at Large Construction Sites with On-Site Decision-Making - InHand Networks","description":"Boost construction site safety with on-site AI decision-making. Real-time risk detection, PPE compliance & fire alerts\u2014no cloud needed.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.inhand.com\/tr\/support\/blogs\/ai-construction-safety-edge-decision\/","og_locale":"tr_TR","og_type":"article","og_title":"How AI Reinvents Safety Management at Large Construction Sites with On-Site Decision-Making","og_description":"Boost construction site safety with on-site AI decision-making. Real-time risk detection, PPE compliance & fire alerts\u2014no cloud needed.","og_url":"https:\/\/www.inhand.com\/tr\/support\/blogs\/ai-construction-safety-edge-decision\/","og_site_name":"InHand Networks","article_publisher":"https:\/\/www.facebook.com\/inhandnetworks","article_published_time":"2026-01-26T05:26:54+00:00","article_modified_time":"2026-01-29T02:39:57+00:00","og_image":[{"width":800,"height":586,"url":"https:\/\/www.inhand.com\/wp-content\/uploads\/EC5550_notitle.jpg","type":"image\/jpeg"}],"author":"admin","twitter_card":"summary_large_image","twitter_creator":"@InHandNetworks","twitter_site":"@InHandNetworks","twitter_misc":{"Yazan:":"admin","Tahmini okuma s\u00fcresi":"6 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/#article","isPartOf":{"@id":"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/"},"author":{"name":"admin","@id":"https:\/\/www.inhand.com\/#\/schema\/person\/0a8e2432928e73ea5c75cd16cec3c70e"},"headline":"How AI Reinvents Safety Management at Large Construction Sites with On-Site Decision-Making","datePublished":"2026-01-26T05:26:54+00:00","dateModified":"2026-01-29T02:39:57+00:00","mainEntityOfPage":{"@id":"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/"},"wordCount":954,"commentCount":0,"publisher":{"@id":"https:\/\/www.inhand.com\/#organization"},"image":{"@id":"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/#primaryimage"},"thumbnailUrl":"https:\/\/www.inhand.com\/wp-content\/uploads\/EC5550_notitle.jpg","articleSection":["Blogs"],"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/","url":"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/","name":"How AI Reinvents Safety Management at Large Construction Sites with On-Site Decision-Making - InHand Networks","isPartOf":{"@id":"https:\/\/www.inhand.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/#primaryimage"},"image":{"@id":"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/#primaryimage"},"thumbnailUrl":"https:\/\/www.inhand.com\/wp-content\/uploads\/EC5550_notitle.jpg","datePublished":"2026-01-26T05:26:54+00:00","dateModified":"2026-01-29T02:39:57+00:00","description":"Boost construction site safety with on-site AI decision-making. Real-time risk detection, PPE compliance & fire alerts\u2014no cloud needed.","breadcrumb":{"@id":"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/"]}]},{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/#primaryimage","url":"https:\/\/www.inhand.com\/wp-content\/uploads\/EC5550_notitle.jpg","contentUrl":"https:\/\/www.inhand.com\/wp-content\/uploads\/EC5550_notitle.jpg","width":800,"height":586,"caption":"ai-construction-safety-edge-decision"},{"@type":"BreadcrumbList","@id":"https:\/\/www.inhand.com\/support\/blogs\/ai-construction-safety-edge-decision\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.inhand.com\/"},{"@type":"ListItem","position":2,"name":"Support","item":"https:\/\/www.inhand.com\/category\/support\/"},{"@type":"ListItem","position":3,"name":"Blogs","item":"https:\/\/www.inhand.com\/category\/support\/blogs\/"},{"@type":"ListItem","position":4,"name":"How AI Reinvents Safety Management at Large Construction Sites with On-Site Decision-Making"}]},{"@type":"WebSite","@id":"https:\/\/www.inhand.com\/#website","url":"https:\/\/www.inhand.com\/","name":"InHand Networks","description":"","publisher":{"@id":"https:\/\/www.inhand.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.inhand.com\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"tr"},{"@type":"Organization","@id":"https:\/\/www.inhand.com\/#organization","name":"InHand Networks","url":"https:\/\/www.inhand.com\/","logo":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/www.inhand.com\/#\/schema\/logo\/image\/","url":"https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/11\/logo-green.svg","contentUrl":"https:\/\/www.inhand.com\/wp-content\/uploads\/2023\/11\/logo-green.svg","width":262,"height":68,"caption":"InHand Networks"},"image":{"@id":"https:\/\/www.inhand.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/inhandnetworks","https:\/\/x.com\/InHandNetworks","https:\/\/www.linkedin.com\/company\/inhand-networks","https:\/\/www.instagram.com\/inhand_networks\/","https:\/\/www.youtube.com\/channel\/UCWchHXmSENqidArnKCRqVKA"]},{"@type":"Person","@id":"https:\/\/www.inhand.com\/#\/schema\/person\/0a8e2432928e73ea5c75cd16cec3c70e","name":"admin","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/www.inhand.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/23d47cdbb376c3fa08d504fcfad47e7e6f39dd898575e8490565ba8759271ca5?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/23d47cdbb376c3fa08d504fcfad47e7e6f39dd898575e8490565ba8759271ca5?s=96&d=mm&r=g","caption":"admin"},"sameAs":["https:\/\/www.inhand.com"],"url":"https:\/\/www.inhand.com\/tr\/author\/admin\/"}]}},"_links":{"self":[{"href":"https:\/\/www.inhand.com\/tr\/wp-json\/wp\/v2\/posts\/45847","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inhand.com\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inhand.com\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inhand.com\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inhand.com\/tr\/wp-json\/wp\/v2\/comments?post=45847"}],"version-history":[{"count":53,"href":"https:\/\/www.inhand.com\/tr\/wp-json\/wp\/v2\/posts\/45847\/revisions"}],"predecessor-version":[{"id":46016,"href":"https:\/\/www.inhand.com\/tr\/wp-json\/wp\/v2\/posts\/45847\/revisions\/46016"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.inhand.com\/tr\/wp-json\/wp\/v2\/media\/45959"}],"wp:attachment":[{"href":"https:\/\/www.inhand.com\/tr\/wp-json\/wp\/v2\/media?parent=45847"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inhand.com\/tr\/wp-json\/wp\/v2\/categories?post=45847"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inhand.com\/tr\/wp-json\/wp\/v2\/tags?post=45847"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}