{"id":182,"date":"2026-02-16T09:57:00","date_gmt":"2026-02-16T09:57:00","guid":{"rendered":"https:\/\/afarukgungor.com\/blog\/?p=182"},"modified":"2026-05-11T13:03:15","modified_gmt":"2026-05-11T13:03:15","slug":"erp-ve-mes-entegrasyonu-2","status":"publish","type":"post","link":"https:\/\/afarukgungor.com\/blog\/erp-ve-mes-entegrasyonu-2\/","title":{"rendered":"ERP ve MES Entegrasyonu, Planlamadan Sahaya Kesintisiz Veri Ak\u0131\u015f\u0131"},"content":{"rendered":"\n<p>End\u00fcstriyel d\u00fcnyada dijital d\u00f6n\u00fc\u015f\u00fcm\u00fcn (Digital Transformation) en kritik viraj\u0131, ofis kat\u0131ndaki stratejik kararlar ile \u00fcretim sahas\u0131ndaki fiziksel ger\u00e7eklerin ayn\u0131 dili konu\u015fmas\u0131n\u0131 sa\u011flamakt\u0131r. Bunun da tek yolu; ERP ve MES entegrasyonudur. \u00c7o\u011fu zaman fabrikalarda kar\u015f\u0131m\u0131za \u00e7\u0131kan en b\u00fcy\u00fck darbo\u011faz, y\u00f6netim kat\u0131n\u0131n (Top Floor) kulland\u0131\u011f\u0131\u00a0<strong><a href=\"https:\/\/afarukgungor.com\/blog\/erp-yatirimlari-neden-atil-kalir\/\">ERP<\/a> (Enterprise Resource Planning)<\/strong>\u00a0ile \u00fcretim sahas\u0131n\u0131n (Shop Floor) nabz\u0131n\u0131 tutan\u00a0<strong>MES (Manufacturing Execution System)<\/strong>\u00a0sistemlerinin birbirinden ba\u011f\u0131ms\u0131z birer veri adas\u0131 (Data Island) olarak \u00e7al\u0131\u015fmas\u0131d\u0131r. Bir tarafta i\u015f zekas\u0131 (<strong>BI Business Intelligence<\/strong>) ad\u0131yla haz\u0131rlanm\u0131\u015f raporlar di\u011fer tarafta bekleyen i\u015f emirleri, ge\u00e7 gelen malzemeler, raporlanmam\u0131\u015f duru\u015flar, elle tutulan takip listeleri&#8230; \u0130kisi de ayn\u0131 fabrikadaki farkl\u0131 ekranlar ve ger\u00e7ekler.<\/p>\n\n\n\n<p>Bu yaz\u0131da, &#8220;ERP nedir?&#8221; gibi temel bir tan\u0131m\u0131n \u00f6tesine ge\u00e7ecek; bu iki dev yap\u0131n\u0131n entegre bir bi\u00e7imde \u00e7al\u0131\u015fmas\u0131n\u0131n bir fabrikada nas\u0131l bir sinerji\u00a0meydana getirdi\u011fini\u00a0ve &#8220;Yal\u0131n Dijitalle\u015fme&#8221; (Lean Digitalization) yolculu\u011fundaki rol\u00fcn\u00fc inceleyece\u011fiz.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"427\" src=\"https:\/\/afarukgungor.com\/blog\/wp-content\/uploads\/2026\/05\/erp-ve-mes-entegrasyonu-1024x427.png\" alt=\"erp-ve-mes-entegrasyonu\" class=\"wp-image-186\" srcset=\"https:\/\/afarukgungor.com\/blog\/wp-content\/uploads\/2026\/05\/erp-ve-mes-entegrasyonu-1024x427.png 1024w, https:\/\/afarukgungor.com\/blog\/wp-content\/uploads\/2026\/05\/erp-ve-mes-entegrasyonu-300x125.png 300w, https:\/\/afarukgungor.com\/blog\/wp-content\/uploads\/2026\/05\/erp-ve-mes-entegrasyonu-768x320.png 768w, https:\/\/afarukgungor.com\/blog\/wp-content\/uploads\/2026\/05\/erp-ve-mes-entegrasyonu.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">ERP ve MES Entegrasyonu<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">1. ERP ve MES: \u0130ki D\u00fcnyan\u0131n Kavramsal Ayr\u0131m\u0131<\/h2>\n\n\n\n<p>ERP sistemleri, bir i\u015fletmenin &#8220;beyni&#8221; gibidir. Finansal y\u00f6netim, sat\u0131n alma, insan kaynaklar\u0131 ve uzun vadeli \u00fcretim planlama (Master Production Schedule &#8211; MPS) gibi s\u00fcre\u00e7leri y\u00f6netir. Ancak ERP\u2019nin g\u00f6zleri, \u00fcretim band\u0131ndaki mikro saniye d\u00fczeyindeki de\u011fi\u015fimleri g\u00f6rmeye yetmez. Bir operat\u00f6r\u00fcn bekleyip beklemedi\u011fini, bir makinenin neden durdu\u011funu, bir i\u015f emrinin hangi istasyonda tak\u0131ld\u0131\u011f\u0131n\u0131 ERP tek ba\u015f\u0131na bilemez.<\/p>\n\n\n\n<p>MES ise i\u015fletmenin &#8220;sinir sistemi&#8221;dir. Sahadan (Floor) gelen ger\u00e7ek zamanl\u0131 veriyi (Real-time data) toplar, operat\u00f6r performans\u0131n\u0131 izler, makine duru\u015flar\u0131n\u0131 anl\u0131k olarak raporlar ve kalite s\u00fcre\u00e7lerini denetler. B\u00fcy\u00fck resmi de\u011fil, o anki ger\u00e7e\u011fi g\u00f6r\u00fcr.<\/p>\n\n\n\n<p><strong>Peki, bu iki yap\u0131 birle\u015fmedi\u011finde ne olur?<\/strong>\u00a0Y\u00f6netim, ERP ekran\u0131nda &#8220;\u00fcretim tamamland\u0131&#8221; bilgisini ancak vardiya bittikten saatler sonra g\u00f6r\u00fcr. Sahada ne kadar fire \u00e7\u0131kt\u0131\u011f\u0131n\u0131, hangi makinenin ka\u00e7 saat durdu\u011funu, hangi i\u015f emrinin gecikti\u011fini ger\u00e7ek zamanl\u0131 olarak takip edemez. Bu gecikme, do\u011fru maliyetlendirme (Costing) ve verimli kapasite planlama yapman\u0131n \u00f6n\u00fcnde dev bir engel\u00a0olu\u015fturur.<\/p>\n\n\n\n<p>\u0130ki sistem aras\u0131ndaki bu bo\u015fluk, fabrikalarda \u00e7ok tan\u0131d\u0131k bir tabloya yol a\u00e7ar: Excel&#8217;de tutulan takip listeleri, beyaz tahtalardaki el yaz\u0131lar\u0131, sabah toplant\u0131lar\u0131nda &#8220;d\u00fcn ne oldu?&#8221; sorular\u0131.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2. Entegrasyonun Anatomisi: Veri Nas\u0131l Akar?<\/h2>\n\n\n\n<p>ERP ve MES entegrasyonu, sadece iki yaz\u0131l\u0131m\u0131n birbirine ba\u011flanmas\u0131 de\u011fil, do\u011fru kurguland\u0131\u011f\u0131nda; bir i\u015fletme k\u00fclt\u00fcr\u00fcn\u00fcn senkronize edilmesidir. Bu k\u00f6pr\u00fc kuruldu\u011funda veri ak\u0131\u015f\u0131 \u00e7ift y\u00f6nl\u00fc bir d\u00f6ng\u00fcye d\u00f6n\u00fc\u015f\u00fcr.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">A. Yukar\u0131dan A\u015fa\u011f\u0131ya: ERP\u2019den MES\u2019e Veri Transferi<\/h3>\n\n\n\n<p>ERP, sahadaki MES&#8217;e &#8220;ne yapmas\u0131 gerekti\u011fini&#8221; s\u00f6yler.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u00dcretim Emirleri (Work Orders):<\/strong>&nbsp;Hangi \u00fcr\u00fcnden ne kadar \u00fcretilecek?<\/li>\n\n\n\n<li><strong>\u00dcr\u00fcn Re\u00e7eteleri (BOM &#8211; Bill of Materials):<\/strong>&nbsp;Hangi hammaddeler kullan\u0131lacak?<\/li>\n\n\n\n<li><strong>Rotalar (Routing):<\/strong>\u00a0\u00dcr\u00fcn hangi s\u0131rayla hangi istasyonlardan ge\u00e7ecek?<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">B. A\u015fa\u011f\u0131dan Yukar\u0131ya: MES\u2019ten ERP\u2019ye Geri Bildirim<\/h3>\n\n\n\n<p>MES, ERP&#8217;ye &#8220;sahan\u0131n ger\u00e7eklerini&#8221; iletir.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>T\u00fcketim Verileri (Material Consumption):<\/strong>&nbsp;Planlanan hammadde ile ger\u00e7ekte kullan\u0131lan aras\u0131ndaki fark nedir?<\/li>\n\n\n\n<li><strong>\u00dcretim Miktarlar\u0131 (Output):<\/strong>&nbsp;Ka\u00e7 adet sa\u011flam \u00fcr\u00fcn, ka\u00e7 adet fire (Scrap) \u00e7\u0131kt\u0131?<\/li>\n\n\n\n<li><strong>Zaman Verileri:<\/strong>&nbsp;Operasyon ne kadar s\u00fcrd\u00fc? Duru\u015flar (Downtime) neden kaynakland\u0131?<\/li>\n<\/ul>\n\n\n\n<p>Bu ak\u0131\u015f sayesinde i\u015fletmede\u00a0<strong>&#8220;Tek Ger\u00e7ek Kayna\u011f\u0131&#8221; (Single Source of Truth)<\/strong>\u00a0yap\u0131s\u0131\u00a0in\u015fa edilir. Herkes ayn\u0131 veriye bak\u0131yor, ayn\u0131 tabloyu g\u00f6r\u00fcyor olur. Sabah toplant\u0131s\u0131nda &#8220;bu veriler do\u011fru mu?&#8221; sorusu ortadan kalkar.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3. Entegre Sistemin \u0130\u015fletmeye Sa\u011flad\u0131\u011f\u0131 De\u011fer<\/h2>\n\n\n\n<p>ERP ve MES sistemleri el s\u0131k\u0131\u015ft\u0131\u011f\u0131nda, i\u015fletme k\u00f6r noktalar\u0131ndan kurtulur. Bu entegrasyonun sundu\u011fu temel faydalar\u0131 \u015fu ba\u015fl\u0131klarla \u00f6zetleyebiliriz:<\/p>\n\n\n\n<p><strong>1. Tam \u0130zlenebilirlik (End-to-End Traceability):<\/strong>\u00a0Bir hammaddenin fabrikaya giri\u015finden, son \u00fcr\u00fcn\u00fcn sevkiyat\u0131na kadar olan t\u00fcm yolculu\u011fu dijital olarak kay\u0131t alt\u0131na al\u0131n\u0131r. \u00d6zellikle otomotiv ve g\u0131da gibi reg\u00fclasyonun yo\u011fun oldu\u011fu sekt\u00f6rlerde bu durum, g\u00fcvenilir bir sistem\u00a0ortaya koyar. Bu izlenebilirlik hem m\u00fc\u015fteri g\u00fcveni hem de yasal uyumluluk a\u00e7\u0131s\u0131ndan kritik bir altyap\u0131 olu\u015fturur.<\/p>\n\n\n\n<p><strong>2. Do\u011fal Maliyet Y\u00f6netimi (Actual Costing):<\/strong>\u00a0ERP genellikle standart maliyetler \u00fczerinden hesaplama yapar. Ama standart maliyet ile ger\u00e7ek maliyet aras\u0131ndaki fark, k\u00e2r marjlar\u0131n\u0131 sessizce eritir.\u00a0MES entegrasyonu sayesinde sahadaki ger\u00e7ek enerji t\u00fcketimi, i\u015f\u00e7ilik s\u00fcreleri ve malzeme sarfiyat\u0131 ERP\u2019ye akar. B\u00f6ylece &#8220;Ka\u011f\u0131t \u00fczerindeki k\u00e2r ile kasan\u0131n ger\u00e7ekleri&#8221; aras\u0131ndaki fark ortadan kalkar.<\/p>\n\n\n\n<p><strong>3. Azalan WIP (Work in Process):<\/strong>\u00a0Sahan\u0131n anl\u0131k kapasitesini bilen bir ERP sistemi, \u00fcretim band\u0131na gere\u011finden fazla i\u015f y\u00fcklemez. Bu da fabrikada biriken &#8220;Yar\u0131 Mamul Stoklar\u0131&#8221;n\u0131n (WIP) azalmas\u0131n\u0131 sa\u011flar. Yal\u0131n \u00fcretim prensiplerinin dijital bir yans\u0131mas\u0131 olan bu durum, nakit ak\u0131\u015f\u0131n\u0131 iyile\u015ftiren bir yap\u0131\u00a0meydana getirir.<\/p>\n\n\n\n<p><strong>4. <strong>OEE&#8217;nin Ger\u00e7ek De\u011feri<\/strong>:<\/strong>\u00a0Genel Ekipman Verimlili\u011fi (<strong>OEE Overall Equipment Effectiveness<\/strong>), kullan\u0131labilirlik, performans ve kalite \u00e7arpanlar\u0131ndan olu\u015fan kritik bir \u00fcretim metri\u011fidir. Ama OEE&#8217;yi anlaml\u0131 k\u0131lacak veri ancak MES&#8217;ten gelir. MES olmadan hesaplanan OEE, \u00e7o\u011fu zaman ger\u00e7e\u011fi de\u011fil, hat\u0131rlanabileni \u00f6l\u00e7er.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4. <strong>Saha Prati\u011finden: Dikkat Edilmesi Gereken \u00dc\u00e7 Nokta<\/strong><\/h2>\n\n\n\n<p>ERP ve MES entegrasyonu projeleri salt bir IT projesi de\u011fildir. End\u00fcstri m\u00fchendisli\u011fi disiplini ile yaz\u0131l\u0131m teknolojilerinin do\u011fru kesi\u015fimini gerektirir. Sahadaki deneyimlerden \u00e7\u0131kan \u00fc\u00e7 kritik nokta:<\/p>\n\n\n\n<p><strong>Veri Standartla\u015ft\u0131rma<\/strong>: MES sisteminden gelen saniyelik veriler, ERP&#8217;yi bo\u011fmamal\u0131d\u0131r. Her tetikleyici olay ERP&#8217;ye ayr\u0131 bir kay\u0131t a\u00e7mak zorunda de\u011fildir. Veriler anlaml\u0131 paketler (Batch) halinde ve do\u011fru zaman aral\u0131klar\u0131yla aktar\u0131lmal\u0131d\u0131r. Aksi h\u00e2lde entegrasyon de\u011fil, veri g\u00fcr\u00fclt\u00fcs\u00fc \u00fcretilmi\u015f olur.<\/p>\n\n\n\n<p><strong>Kullan\u0131c\u0131 Kabul\u00fc<\/strong>: Sahadaki operat\u00f6r, MES ekran\u0131n\u0131 bir &#8220;denetim arac\u0131&#8221; olarak de\u011fil, kendi i\u015fini kolayla\u015ft\u0131ran bir asistan olarak g\u00f6rmelidir. Bu alg\u0131y\u0131 y\u00f6netmek, teknik entegrasyonun \u00e7ok \u00f6tesinde bir liderlik ve de\u011fi\u015fim y\u00f6netimi meselesidir. Sistem kurulur ama benimsenmezse, k\u00e2\u011f\u0131t listeler geri d\u00f6ner.<\/p>\n\n\n\n<p><strong>Mimarinin Esnekli\u011fi<\/strong>: \u00dcretim hatlar\u0131 de\u011fi\u015fir, yeni \u00fcr\u00fcnler devreye girer, m\u00fc\u015fteri talepleri d\u00f6n\u00fc\u015f\u00fcr. Entegrasyon yap\u0131s\u0131 bu de\u011fi\u015fimlere hantal kalmamal\u0131d\u0131r. Bug\u00fcn\u00fcn ihtiyac\u0131na g\u00f6re kurgulanm\u0131\u015f ama yar\u0131n\u0131n de\u011fi\u015fimine kapal\u0131 bir mimari, k\u0131sa s\u00fcrede tekrar bir veri adas\u0131na d\u00f6n\u00fc\u015f\u00fcr.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5. <strong>Temel Kavramlar: Ortak Bir Dil \u0130\u00e7in<\/strong>&#8230;<\/h2>\n\n\n\n<p>Yaz\u0131lar\u0131m\u0131zda ve saha dan\u0131\u015fmanl\u0131klar\u0131m\u0131zda s\u0131k\u00e7a kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z bir durum var. Kavramlarla alakal\u0131 ortak bir dil kullanamamak. A\u015fa\u011f\u0131da \u00e7ok k\u0131sa bir \u00f6zet tablosu var. En az\u0131ndan en s\u0131k kullan\u0131lanlar\u0131 derlemek istedim. \u0130lerleyen g\u00fcnlerde bunu bir k\u0131lavuz olarak blogumda yay\u0131nlayaca\u011f\u0131m.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Terim<\/th><th>\u0130ngilizce Kar\u015f\u0131l\u0131\u011f\u0131<\/th><th>A\u00e7\u0131klama<\/th><\/tr><\/thead><tbody><tr><td><strong>\u00dcretim Y\u00fcr\u00fctme Sistemi<\/strong><\/td><td><strong>MES<\/strong><\/td><td>Sahadaki operasyonlar\u0131n anl\u0131k takibini yapan sistem.<\/td><\/tr><tr><td><strong>Kurumsal Kaynak Planlama<\/strong><\/td><td><strong>ERP<\/strong><\/td><td>\u015eirketin t\u00fcm departmanlar\u0131n\u0131 birle\u015ftiren \u00fcst katman yaz\u0131l\u0131m\u0131.<\/td><\/tr><tr><td><strong>Vardiya Raporu<\/strong><\/td><td><strong>Shift Report<\/strong><\/td><td>Bir vardiya boyunca ger\u00e7ekle\u015fen \u00fcretim ve duru\u015flar\u0131n \u00f6zeti.<\/td><\/tr><tr><td><strong>Hammadde \u0130zlenebilirli\u011fi<\/strong><\/td><td><strong>Lot\/Batch Traceability<\/strong><\/td><td>\u00dcr\u00fcn\u00fcn hangi hammadde grubundan \u00fcretildi\u011finin takibi.<\/td><\/tr><tr><td><strong>Genel Ekipman Verimlili\u011fi<\/strong><\/td><td><strong>OEE<\/strong><\/td><td>Kullan\u0131labilirlik, Performans ve Kalite \u00e7arpan\u0131ndan olu\u015fan verimlilik metri\u011fi.<\/td><\/tr><tr><td><strong>Duru\u015f S\u00fcresi<\/strong><\/td><td><strong>Downtime<\/strong><\/td><td>Makinelerin ar\u0131za, ayar veya bak\u0131m nedeniyle \u00e7al\u0131\u015fmad\u0131\u011f\u0131 s\u00fcre.<\/td><\/tr><tr><td><strong><a href=\"https:\/\/en.wikipedia.org\/wiki\/Just-in-time_compilation\" target=\"_blank\" rel=\"noopener\">Tam Zaman\u0131nda \u00dcretim<\/a><\/strong><\/td><td><strong>Just In Time (JIT)<\/strong><\/td><td>Stoksuz ve tam talep an\u0131nda yap\u0131lan \u00fcretim felsefesi.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Do\u011fru Teknoloji, Do\u011fru S\u0131raya Oturdu\u011funda De\u011fer \u00dcretir<\/strong><\/h2>\n\n\n\n<p>ERP ve MES aras\u0131ndaki kopuklu\u011fu gidermek, fabrikan\u0131z\u0131n &#8220;d\u00fc\u015f\u00fcnen kafas\u0131&#8221; ile &#8220;\u00e7al\u0131\u015fan elleri&#8221; aras\u0131ndaki koordinasyonu sa\u011flamakt\u0131r. Bu entegrasyon kuruldu\u011funda, sadece teknolojik bir ad\u0131m atm\u0131\u015f olmazs\u0131n\u0131z; ayn\u0131 zamanda veriye dayal\u0131 karar verme k\u00fclt\u00fcr\u00fcn\u00fc i\u015fletmenizin kalbine yerle\u015ftirmi\u015f olursunuz. Sabah toplant\u0131s\u0131 art\u0131k &#8220;d\u00fcn ne oldu?&#8221; sorusuyla de\u011fil, &#8220;bug\u00fcn ne yapaca\u011f\u0131z?&#8221; sorusuyla ba\u015flar.<\/p>\n\n\n\n<p>Ancak burada kritik bir uyar\u0131 yapmakta fayda var. Entegrasyon, temiz bir s\u00fcrecin \u00fczerine in\u015fa edilmelidir. Sahadaki ak\u0131\u015f tan\u0131mlanmadan, WIP noktalar\u0131 g\u00f6r\u00fcn\u00fcr k\u0131l\u0131nmadan, i\u015f emirlerinin nas\u0131l a\u00e7\u0131l\u0131p kapanaca\u011f\u0131 netle\u015ftirilmeden kurulan her entegrasyon, bir s\u00fcre sonra tekrar veri adas\u0131na d\u00f6ner.<\/p>\n\n\n\n<p>Yal\u0131nla\u015fmayan bir s\u00fcreci dijitalle\u015ftirmek, israf\u0131 h\u0131zland\u0131rmaktan ba\u015fka bir sonu\u00e7 do\u011furmaz. <strong>Do\u011fru s\u0131ra \u015fudur: \u00d6nce s\u00fcreci g\u00f6r, sadele\u015ftir, sonra sistemi o zemin \u00fczerine kur.<\/strong><\/p>\n\n\n\n<p>Saha dan\u0131\u015fmanl\u0131klar\u0131mda ve ara\u015ft\u0131rmalar\u0131mda g\u00f6rd\u00fc\u011f\u00fcm en net ger\u00e7ek bu: Teknoloji do\u011fru kurguland\u0131\u011f\u0131nda h\u0131zland\u0131r\u0131c\u0131d\u0131r. Yanl\u0131\u015f kurguland\u0131\u011f\u0131nda ise mevcut sorunlar\u0131 daha pahal\u0131 bir \u015fekilde devam ettirir.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>&#8220;Dijital d\u00f6n\u00fc\u015f\u00fcm pahal\u0131 yaz\u0131l\u0131mlar sat\u0131n almaktan ibaret de\u011fildir. Birbiriyle konu\u015fan, de\u011fer \u00fcreten ve do\u011fru s\u0131raya oturmu\u015f sistemler b\u00fct\u00fcn\u00fcd\u00fcr.&#8221;<\/strong><\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>Konuyla alakal\u0131 <a href=\"http:\/\/www.afarukgungor.com\/blog\/erp-ve-mes-entegrasyonu-1\">ERP ve MES Entegrasyonu: \u0130ki D\u00fcnyay\u0131 Birle\u015ftirmek<\/a> yaz\u0131m\u0131 da okuman\u0131z\u0131 tavsiye ederim.<\/p>\n\n\n\n<p><em>\u00dcretim s\u00fcre\u00e7lerinizde ERP ve MES entegrasyonunu de\u011ferlendiriyorsan\u0131z ya da mevcut sisteminizin ger\u00e7ek i\u015f ak\u0131\u015f\u0131n\u0131za ne \u00f6l\u00e7\u00fcde hizmet etti\u011fini anlamak istiyorsan\u0131z <a href=\"https:\/\/afarukgungor.com\">benimle ileti\u015fime ge\u00e7ebilirsiniz.<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>End\u00fcstriyel d\u00fcnyada dijital d\u00f6n\u00fc\u015f\u00fcm\u00fcn (Digital Transformation) en kritik viraj\u0131, ofis kat\u0131ndaki stratejik kararlar ile \u00fcretim sahas\u0131ndaki fiziksel ger\u00e7eklerin ayn\u0131 dili konu\u015fmas\u0131n\u0131 sa\u011flamakt\u0131r. Bunun da tek yolu; ERP ve MES entegrasyonudur. \u00c7o\u011fu zaman fabrikalarda kar\u015f\u0131m\u0131za \u00e7\u0131kan en b\u00fcy\u00fck darbo\u011faz, y\u00f6netim kat\u0131n\u0131n (Top Floor) kulland\u0131\u011f\u0131\u00a0ERP (Enterprise Resource Planning)\u00a0ile \u00fcretim sahas\u0131n\u0131n (Shop Floor) nabz\u0131n\u0131 tutan\u00a0MES (Manufacturing Execution System)\u00a0sistemlerinin &#8230; <a title=\"ERP ve MES Entegrasyonu, Planlamadan Sahaya Kesintisiz Veri Ak\u0131\u015f\u0131\" class=\"read-more\" href=\"https:\/\/afarukgungor.com\/blog\/erp-ve-mes-entegrasyonu-2\/\" aria-label=\"Read more about ERP ve MES Entegrasyonu, Planlamadan Sahaya Kesintisiz Veri Ak\u0131\u015f\u0131\">Devam\u0131n\u0131 oku<\/a><\/p>\n","protected":false},"author":1,"featured_media":184,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-182","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uretim-sistem-yonetimi"],"_links":{"self":[{"href":"https:\/\/afarukgungor.com\/blog\/wp-json\/wp\/v2\/posts\/182","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/afarukgungor.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/afarukgungor.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/afarukgungor.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/afarukgungor.com\/blog\/wp-json\/wp\/v2\/comments?post=182"}],"version-history":[{"count":3,"href":"https:\/\/afarukgungor.com\/blog\/wp-json\/wp\/v2\/posts\/182\/revisions"}],"predecessor-version":[{"id":187,"href":"https:\/\/afarukgungor.com\/blog\/wp-json\/wp\/v2\/posts\/182\/revisions\/187"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/afarukgungor.com\/blog\/wp-json\/wp\/v2\/media\/184"}],"wp:attachment":[{"href":"https:\/\/afarukgungor.com\/blog\/wp-json\/wp\/v2\/media?parent=182"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/afarukgungor.com\/blog\/wp-json\/wp\/v2\/categories?post=182"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/afarukgungor.com\/blog\/wp-json\/wp\/v2\/tags?post=182"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}