{"id":232483,"date":"2024-08-05T12:17:05","date_gmt":"2024-08-05T10:17:05","guid":{"rendered":"https:\/\/staging.cloudtalk.io\/blog\/cagri-merkezi-tahmini-nedir-faydalari-ve-yontemleri\/"},"modified":"2024-08-13T11:21:46","modified_gmt":"2024-08-13T09:21:46","slug":"cagri-merkezi-tahmini-nedir-faydalari-ve-yontemleri","status":"publish","type":"post","link":"https:\/\/test-staging.cloudtalk.io\/tr\/blog\/cagri-merkezi-tahmini-nedir-faydalari-ve-yontemleri\/","title":{"rendered":"\u00c7a\u011fr\u0131 Merkezi Tahmini: Nedir, Faydalar\u0131 ve Y\u00f6ntemleri"},"content":{"rendered":"\n<div id=\"left-panel\" class=\"wp-block-group left-panel\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h1 class=\"wp-block-heading\">\u00c7a\u011fr\u0131 Merkezi Tahmini i\u00e7in Nihai K\u0131lavuz:<br\/>Faydalar ve Y\u00f6ntemler<\/h1>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-white-color has-orange-background-color has-text-color has-background wp-element-button\"   href=\"https:\/\/test-staging.cloudtalk.io\/demo\/\" style=\"border-radius:3px\">\u0130LET\u0130\u015e\u0130M SATI\u015e<\/a><\/div>\n\n\n\n<div class=\"wp-block-button btn-ghost\"><a class=\"wp-block-button__link has-grey-color has-light-white-background-color has-text-color has-background wp-element-button\"   href=\"https:\/\/test-staging.cloudtalk.io\/signup\/\" style=\"border-radius:3px\">\u00dcCRETS\u0130Z DENEY\u0130N<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n<div class=\"wp-block-group container-short\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/test-staging.cloudtalk.io\/wp-content\/uploads\/2024\/03\/Rev-Up-The-Engines-Of-Your-RevOps-With-The-Best-VoIP-Combo-On-The-Market-2024-1024x576.png\" alt=\"\" class=\"wp-image-203194\" srcset=\"https:\/\/test-staging.cloudtalk.io\/wp-content\/uploads\/2024\/03\/Rev-Up-The-Engines-Of-Your-RevOps-With-The-Best-VoIP-Combo-On-The-Market-2024-1024x576.png 1024w, https:\/\/test-staging.cloudtalk.io\/wp-content\/uploads\/2024\/03\/Rev-Up-The-Engines-Of-Your-RevOps-With-The-Best-VoIP-Combo-On-The-Market-2024-300x169.png 300w, https:\/\/test-staging.cloudtalk.io\/wp-content\/uploads\/2024\/03\/Rev-Up-The-Engines-Of-Your-RevOps-With-The-Best-VoIP-Combo-On-The-Market-2024-768x432.png 768w, https:\/\/test-staging.cloudtalk.io\/wp-content\/uploads\/2024\/03\/Rev-Up-The-Engines-Of-Your-RevOps-With-The-Best-VoIP-Combo-On-The-Market-2024-1536x864.png 1536w, https:\/\/test-staging.cloudtalk.io\/wp-content\/uploads\/2024\/03\/Rev-Up-The-Engines-Of-Your-RevOps-With-The-Best-VoIP-Combo-On-The-Market-2024-1320x742.png 1320w, https:\/\/test-staging.cloudtalk.io\/wp-content\/uploads\/2024\/03\/Rev-Up-The-Engines-Of-Your-RevOps-With-The-Best-VoIP-Combo-On-The-Market-2024-760x428.png 760w, https:\/\/test-staging.cloudtalk.io\/wp-content\/uploads\/2024\/03\/Rev-Up-The-Engines-Of-Your-RevOps-With-The-Best-VoIP-Combo-On-The-Market-2024-424x239.png 424w, https:\/\/test-staging.cloudtalk.io\/wp-content\/uploads\/2024\/03\/Rev-Up-The-Engines-Of-Your-RevOps-With-The-Best-VoIP-Combo-On-The-Market-2024-200x113.png 200w, https:\/\/test-staging.cloudtalk.io\/wp-content\/uploads\/2024\/03\/Rev-Up-The-Engines-Of-Your-RevOps-With-The-Best-VoIP-Combo-On-The-Market-2024-88x50.png 88w, https:\/\/test-staging.cloudtalk.io\/wp-content\/uploads\/2024\/03\/Rev-Up-The-Engines-Of-Your-RevOps-With-The-Best-VoIP-Combo-On-The-Market-2024.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"has-black-color has-text-color has-medium-font-size\">ABD&#8217;deki i\u015fletmeler k\u00f6t\u00fc m\u00fc\u015fteri hizmetleri nedeniyle <a href=\"https:\/\/newsroom.accenture.com\/news\/2016\/us-companies-losing-customers-as-consumers-demand-more-human-interaction-accenture-strategy-study-finds\" target=\"_blank\" rel=\"noopener\"> 1,6 trilyon dolar<\/a> kaybediyor ve uzun bekleme s\u00fcreleri en b\u00fcy\u00fck stres fakt\u00f6rlerinden biri.\nAncak \u00e7a\u011fr\u0131 merkezi tahmini, m\u00fc\u015fteri kayb\u0131n\u0131 \u00f6nlemekten daha fazlas\u0131n\u0131 yapabilir. <\/p>\n\n\n\n<p>Etkili tahmin ve programlama, ba\u015far\u0131l\u0131 bir \u00e7a\u011fr\u0131 merkezinin temel ta\u015flar\u0131d\u0131r.\nBu makalede, nas\u0131l y\u00fcr\u00fct\u00fclece\u011fi ve m\u00fcmk\u00fcn oldu\u011funca etkili olmak i\u00e7in hangi \u00f6l\u00e7\u00fcmlerin kullan\u0131laca\u011f\u0131 da dahil olmak \u00fczere bu s\u00fcre\u00e7ler hakk\u0131nda bilmeniz gereken her \u015feyi ele alaca\u011f\u0131z. <\/p>\n\n\n\n<p><strong>Anahtar \u00c7\u0131kar\u0131mlar:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u00c7a\u011fr\u0131 merkezi tahmini, gelecekteki i\u015f gereksinimlerini tahmin etmenize ve ge\u00e7mi\u015f verilere dayal\u0131 olarak sa\u011fl\u0131kl\u0131 bir ekip boyutu ve g\u00fcnl\u00fck personel say\u0131s\u0131n\u0131 koruman\u0131za olanak tan\u0131r.<\/li>\n\n\n\n<li>\u00c7a\u011fr\u0131 merkezi tahmini, \u00fcretkenli\u011fi s\u00fcrd\u00fcrmek, m\u00fc\u015fteri ve temsilci memnuniyetini art\u0131rmak, m\u00fc\u015fteriyi elde tutmay\u0131 te\u015fvik etmek ve k\u00e2rl\u0131l\u0131\u011f\u0131n\u0131z\u0131 art\u0131rmak i\u00e7in \u00e7ok \u00f6nemlidir.<\/li>\n\n\n\n<li>Do\u011fru tahmin ve planlama yapmak i\u00e7in, izlenecek do\u011fru metrikleri se\u00e7meniz, bunlar\u0131 modelleme i\u00e7in haz\u0131rlaman\u0131z ve uygun bir \u00e7a\u011fr\u0131 merkezi tahmin y\u00f6nteminden yararlanman\u0131z gerekir.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u00c7a\u011fr\u0131 Merkezi Tahmini Nedir?<\/h2>\n\n\n\n<p>\u00c7a\u011fr\u0131 merkezi tahmini, gerekli uzun vadeli temsilci ekibi b\u00fcy\u00fckl\u00fc\u011f\u00fcn\u00fc ve k\u0131sa vadeli personel gereksinimlerini belirlemek i\u00e7in ge\u00e7mi\u015f verilere dayal\u0131 olarak gelecekteki \u00e7a\u011fr\u0131 hacmini tahmin etme s\u00fcrecini ifade eder.\nTahmin dinamiktir ve s\u00fcrekli olarak yap\u0131lmas\u0131 gerekir.   <\/p>\n\n\n\n<p>\u00c7a\u011fr\u0131 merkezi tahmin ve planlamas\u0131, \u00f6zel i\u015fg\u00fcc\u00fc y\u00f6neticileri taraf\u0131ndan ger\u00e7ekle\u015ftirilir.\nMetrikleri izlemek, verileri de\u011ferlendirmek, tahminler haz\u0131rlamak ve bir i\u015fletmenin ileti\u015fim ihtiya\u00e7lar\u0131n\u0131 kar\u015f\u0131lamak i\u00e7in do\u011fru planlar geli\u015ftirmek i\u00e7in genellikle i\u015fg\u00fcc\u00fc <a href=\"https:\/\/test-staging.cloudtalk.io\/call-center-workforce-management-solution\/\">y\u00f6netimi (WFM<\/a> ) ara\u00e7lar\u0131n\u0131 kullan\u0131rlar. <\/p>\n\n\n\n<div class=\"wp-block-ct-evo-cta-simple-panel cta-simple-panel is-style-no-image\" style=\"background-color:#050e4c\"><div class=\"cta-simple-panel-inner\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p class=\"has-white-color has-text-color has-link-color wp-elements-0540f24c68c8e1a6af76fcd236e20bc7\">Forecasting ile 14 G\u00fcn \u00dccretsiz Ba\u015flay\u0131n!<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-primary\"><a class=\"wp-block-button__link has-white-color has-white-background-color has-text-color has-background has-link-color wp-element-button\" href=\"https:\/\/test-staging.cloudtalk.io\/demo\/\">\u00dccretsiz Denemeye Ba\u015flay\u0131n<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u00c7a\u011fr\u0131 Merkezi Tahmini Neden \u00d6nemlidir?<\/h2>\n\n\n\n<p>Verimli \u00e7a\u011fr\u0131 merkezi tahmini, gelen t\u00fcm \u00e7a\u011fr\u0131lar\u0131 zaman\u0131nda etkin bir \u015fekilde y\u00f6netmek i\u00e7in \u00e7ok \u00f6nemlidir; bu da m\u00fc\u015fteri memnuniyetini, m\u00fc\u015fteriyi elde tutmay\u0131, \u015firket itibar\u0131n\u0131 ve genel karl\u0131l\u0131\u011f\u0131 art\u0131r\u0131r.<\/p>\n\n\n\n<p>Bu arada, personel say\u0131n\u0131z\u0131 yanl\u0131\u015f ayarlamak da ters etki yarat\u0131r.\nHerhangi bir g\u00fcnde \u00e7ok az m\u00fc\u015fteri temsilciniz g\u00f6rev yap\u0131yorsa, m\u00fc\u015fteriler uzun bekleme s\u00fcreleri nedeniyle muhtemelen hayal k\u0131r\u0131kl\u0131\u011f\u0131na u\u011frayacak ve bu da daha y\u00fcksek bir vazge\u00e7me oran\u0131na katk\u0131da bulunacakt\u0131r. <a href=\"https:\/\/www.universalclass.com\/articles\/business\/business-telephone-call-etiquette-call-transfers-and-holds.htm\" target=\"_blank\" rel=\"noopener\">Ve bu arayanlar\u0131n %30&#8217;u asla geri d\u00f6nmez<\/a>. <\/p>\n\n\n\n<p>Ancak, \u00e7ok fazla temsilcinin g\u00f6rev ba\u015f\u0131nda olmas\u0131 da ayn\u0131 derecede zarar verici olabilir.\nT\u00fcm \u00e7a\u011fr\u0131lar zaman\u0131nda kar\u015f\u0131lanabilir ve m\u00fc\u015fteriler mutlu bir \u015fekilde ayr\u0131labilir, ancak temsilcilerinizin \u00e7o\u011fu sadece parmaklar\u0131n\u0131 oynatabilirken, y\u00fcksek kapasite i\u00e7in fazla \u00f6deme yapmaya devam edersiniz. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u00c7a\u011fr\u0131 Merkezi Tahmininin Faydalar\u0131 Nelerdir?<\/h2>\n\n\n\n<p>\u00c7a\u011fr\u0131 merkezi tahminleri d\u00fc\u015f\u00fcn\u00fcld\u00fc\u011f\u00fcnden \u00e7ok daha fazlas\u0131n\u0131 etkiler.\nVerimli planlama ve personel al\u0131m\u0131, i\u015fletmenize \u00fcretkenlik, maliyetler ve m\u00fc\u015fteri memnuniyeti a\u00e7\u0131s\u0131ndan say\u0131s\u0131z fayda sa\u011flayabilir.\n\u00d6rnekler \u015funlar\u0131 i\u00e7erir:  <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Daha \u0130yi M\u00fc\u015fteri Hizmetleri<\/h3>\n\n\n\n<p>Tahmin, y\u00f6neticilerin en yo\u011fun \u00e7a\u011fr\u0131 zamanlar\u0131n\u0131 do\u011fru bir \u015fekilde tahmin etmesine olanak tan\u0131yarak, uzun bekleme s\u00fcreleri olmadan \u00e7a\u011fr\u0131 ak\u0131\u015f\u0131n\u0131 ele almak i\u00e7in yeterli temsilcinin mevcut olmas\u0131n\u0131 sa\u011flar.\nBu da arayanlar\u0131n h\u0131zl\u0131 ve etkili yan\u0131tlar almas\u0131n\u0131 sa\u011flayarak <a href=\"https:\/\/test-staging.cloudtalk.io\/blog\/10-tips-to-increase-call-center-sales\/\">CSAT&#8217;nin iyile\u015fmesine<\/a> yol a\u00e7ar. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Azalt\u0131lm\u0131\u015f \u0130\u015fletme Maliyetleri<\/h3>\n\n\n\n<p>Y\u00f6neticiler, \u00e7a\u011fr\u0131 hacimlerini do\u011fru bir \u015fekilde tahmin ederek, do\u011fru miktarda personel planlayabilir ve d\u00fc\u015f\u00fck faaliyet d\u00f6nemlerinde fazla personel \u00e7al\u0131\u015ft\u0131rman\u0131n getirdi\u011fi maliyetlerden ve beklenmedik y\u00fcksek hacimlerde ortaya \u00e7\u0131kan fazla mesai giderlerinden ka\u00e7\u0131nabilir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Artan Temsilci Memnuniyeti ve \u00dcretkenli\u011fi<\/h3>\n\n\n\n<p>Do\u011fru personel al\u0131m\u0131, temsilciler ne bo\u015fta ne de bunalm\u0131\u015f durumda olduklar\u0131ndan a\u015f\u0131r\u0131 temsilci y\u00fck\u00fcn\u00fc ve t\u00fckenmi\u015fli\u011fi \u00f6nler.\nBu denge, <a href=\"https:\/\/test-staging.cloudtalk.io\/blog\/how-to-improve-call-center-agent-performance\/\">verimliliklerini ve i\u015f memnuniyetlerini art\u0131r\u0131r<\/a>, bu da daha d\u00fc\u015f\u00fck devir oranlar\u0131na ve daha y\u00fcksek \u00e7al\u0131\u015fan ba\u011fl\u0131l\u0131\u011f\u0131na katk\u0131da bulunur. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Optimize Edilmi\u015f E\u011fitim ve Geli\u015fim<\/h3>\n\n\n\n<p>Tahmin, beklenen \u00e7a\u011fr\u0131 hacimleri ve m\u00fc\u015fteri etkile\u015fim t\u00fcrleri hakk\u0131nda i\u00e7g\u00f6r\u00fcler sa\u011flayarak y\u00f6neticilerin beklenen kesinti s\u00fcrelerinde <a href=\"https:\/\/test-staging.cloudtalk.io\/blog\/what-is-call-center-coaching-10-tips-for-better-results\/\">hedeflenen e\u011fitim oturumlar\u0131n\u0131 planlamas\u0131na<\/a> yard\u0131mc\u0131 olabilir ve t\u00fcm temsilcilerin yo\u011fun zamanlar i\u00e7in iyi haz\u0131rlanm\u0131\u015f olmas\u0131n\u0131 sa\u011flayabilir.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0130yile\u015ftirilmi\u015f Yan\u0131t Oranlar\u0131<\/h3>\n\n\n\n<p>Geli\u015fmi\u015f tahminler sayesinde y\u00f6neticiler yaln\u0131zca m\u00fc\u015fteri temsilcilerini daha etkin bir \u015fekilde planlamakla kalmaz, ayn\u0131 zamanda zamana veya mevsime g\u00f6re de\u011fi\u015febilen farkl\u0131 \u00e7a\u011fr\u0131 t\u00fcrlerinin ele al\u0131nmas\u0131n\u0131 da iyile\u015ftirebilir.\nBu, <a href=\"https:\/\/test-staging.cloudtalk.io\/blog\/what-are-call-tracking-metrics\/\">m\u00fc\u015fteri hizmetleri stratejilerinin<\/a> daha iyi haz\u0131rlanmas\u0131na ve \u00f6zelle\u015ftirilmesine olanak tan\u0131r. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Veriye Dayal\u0131 Karar Alma<\/h3>\n\n\n\n<p>Tahminde <a href=\"https:\/\/test-staging.cloudtalk.io\/blog\/65-of-organizations-will-make-fully-data-driven-decisions-by-2026-here-are-3-key-reasons-to-join-them\/\">ge\u00e7mi\u015f verilerin ve tahmine dayal\u0131 analiti\u011fin kullan\u0131lmas\u0131<\/a>, y\u00f6neticileri personel al\u0131m\u0131, b\u00fct\u00e7e tahsisleri ve di\u011fer operasyonel hususlarla ilgili kararlar\u0131 gerek\u00e7elendirmek i\u00e7in verilerle donat\u0131r, bu da tahminleri en aza indirir ve <a href=\"https:\/\/test-staging.cloudtalk.io\/blog\/the-importance-of-data-driven-decisions-in-sales-customer-service\/\">stratejik planlama s\u00fcrecini geli\u015ftirir<\/a>.<\/p>\n\n\n\n<div class=\"wp-block-ct-evo-cta-simple-panel cta-simple-panel\" style=\"background-color:#EBEEFF\"><div class=\"cta-simple-panel-inner\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p>CloudTalk ile \u00c7a\u011fr\u0131 Merkezi Tahmini yapmaya kolay yoldan ba\u015flay\u0131n.  <\/p>\n<\/div><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"393\" height=\"390\" src=\"https:\/\/test-staging.cloudtalk.io\/wp-content\/uploads\/2021\/11\/CT_Web_Banner_General_Illustration_07.svg\" alt=\"\" class=\"wp-image-323\"\/><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/test-staging.cloudtalk.io\/tr\/bir-demo-planlayin\/\">Bir demo planlay\u0131n<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u00c7a\u011fr\u0131 Merkezi Tahmini Nas\u0131l \u00c7al\u0131\u015f\u0131r?<\/h2>\n\n\n\n<p>\u00c7a\u011fr\u0131 merkezi tahmini sekiz \u00f6zel ad\u0131ma ayr\u0131labilir.\nA\u015fa\u011f\u0131da, optimum performans ve zamanlama elde etmek i\u00e7in gerekli t\u00fcm faaliyetlere h\u0131zl\u0131 bir genel bak\u0131\u015f bulacaks\u0131n\u0131z. <\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Veri Toplay\u0131n: <\/strong>\u00c7a\u011fr\u0131 merkezi yaz\u0131l\u0131m\u0131n\u0131zdan veya WFM arac\u0131ndan \u00e7a\u011fr\u0131 hacimleriniz, s\u00fcreleriniz ve di\u011fer ilgili modeller hakk\u0131nda ge\u00e7mi\u015f verileri toplayarak ba\u015flay\u0131n.<br\/><\/li>\n\n\n\n<li><strong>E\u011filimleri ve Kal\u0131plar\u0131 Analiz Edin: <\/strong>Verileri soyutlay\u0131n ve programlamay\u0131 buna g\u00f6re planlamak i\u00e7in \u00f6nceki y\u0131llara dayal\u0131 e\u011filimleri ve mevsimsel dalgalanmalar\u0131 belirlemeye \u00e7al\u0131\u015f\u0131n.<br\/><\/li>\n\n\n\n<li><strong>D\u0131\u015f Fakt\u00f6rleri Dikkate Al\u0131n: <\/strong>Verilere tek ba\u015f\u0131na bakmay\u0131n.\nPazarlama kampanyalar\u0131 gibi i\u00e7g\u00f6r\u00fcleri \u00e7arp\u0131tabilecek d\u0131\u015f fakt\u00f6rleri g\u00f6z \u00f6n\u00fcnde bulundurun. <br\/><\/li>\n\n\n\n<li><strong>Bir Tahmin Modeli Se\u00e7in:<\/strong> \u00d6nceliklerinize g\u00f6re Zaman Serisi veya Erlang C gibi uygun bir tahmin modeli se\u00e7in.<br\/><\/li>\n\n\n\n<li><strong>Modeli Sim\u00fcle Edin ve Test Edin: <\/strong>Do\u011frulu\u011funu test etmek ve \u00f6zel kullan\u0131m durumunuz i\u00e7in fizibilitesini de\u011ferlendirmek i\u00e7in se\u00e7ti\u011finiz modeli ge\u00e7mi\u015f verilerinizle doldurun.<br\/><\/li>\n\n\n\n<li><strong>Tahmini Uygulay\u0131n: <\/strong>Modelinizin iyi \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 varsayarsak, gelecekteki personel ve kaynak y\u00f6netimini denetlemeye yard\u0131mc\u0131 olmas\u0131 i\u00e7in g\u00fcnl\u00fck faaliyetlerinize uygulamaya ba\u015flay\u0131n.<br\/><\/li>\n\n\n\n<li><strong>\u0130zleyin ve Ayarlay\u0131n:<\/strong> Tahmininizin uzun vadeli do\u011frulu\u011funu ve etkinli\u011fini sa\u011flamak i\u00e7in modeli d\u00fczenli olarak yeni verilerle beslemeniz ve etkinli\u011fi izlemeniz gerekir.<br\/><\/li>\n\n\n\n<li><strong>Bir Geri Bildirim D\u00f6ng\u00fcs\u00fc Olu\u015fturun: <\/strong>Tahmin do\u011frulu\u011funu art\u0131rmak i\u00e7in ger\u00e7ek d\u00fcnya performans geri bildirimini kullan\u0131n.<\/li>\n<\/ol>\n\n\n\n<div style=\"height:36px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group blog-related-posts\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h6 class=\"wp-block-heading\">\u00d6nerilen makaleler<\/h6>\n\n\n\n<div class=\"wp-block-group side-text\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p>Tavsiye edilir<\/p>\n<\/div><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/test-staging.cloudtalk.io\/blog\/voip\/-implementation\/\">\u00c7a\u011fr\u0131 Merkezi Yaz\u0131l\u0131m\u0131 Nedir?<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/test-staging.cloudtalk.io\/blog\/voip\/-troubleshooting-guide-fix-9-common-issues\/\" data-type=\"link\" data-id=\"https:\/\/test-staging.cloudtalk.io\/blog\/voip\/-troubleshooting-guide-fix-9-common-issues\/\"><\/a><a href=\"https:\/\/test-staging.cloudtalk.io\/blog\/voip\/-troubleshooting-guide-fix-9-common-issues\/\">Temel \u00c7a\u011fr\u0131 Merkezi \u00d6zellikleri<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/test-staging.cloudtalk.io\/blog\/5-common-voip-security-risks-that-might-threaten-your-business\/\"><\/a><a href=\"https:\/\/test-staging.cloudtalk.io\/blog\/5-common-voip-security-risks-that-might-threaten-your-business\/\">\u00c7a\u011fr\u0131 Merkezi Yaz\u0131l\u0131m\u0131n\u0131n En \u00d6nemli 8 Avantaj\u0131<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/test-staging.cloudtalk.io\/voip\/-pricing\/\"><\/a><a href=\"https:\/\/test-staging.cloudtalk.io\/voip\/-pricing\/\">\u00c7a\u011fr\u0131 Merkezi Sa\u011flay\u0131c\u0131lar\u0131 i\u00e7in Nihai Rehber<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/test-staging.cloudtalk.io\/voip\/-vs-landline\/\"><\/a><a href=\"https:\/\/test-staging.cloudtalk.io\/voip\/-vs-landline\/\">\u00c7a\u011fr\u0131 Merkezi Operasyonlar\u0131 i\u00e7in Eksiksiz K\u0131lavuz<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/test-staging.cloudtalk.io\/blog\/voip\/-number-porting\/\"><\/a><a href=\"https:\/\/test-staging.cloudtalk.io\/blog\/voip\/-number-porting\/\">\u00c7a\u011fr\u0131 Merkezi Yaz\u0131l\u0131m\u0131n\u0131n Maliyeti Ne Kadar?<\/a><\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">\u00c7a\u011fr\u0131 Merkezi Tahmininde Veriler Nas\u0131l Verimli Kullan\u0131l\u0131r?<\/h2>\n\n\n\n<p>\u00c7a\u011fr\u0131 merkezi tahminlerinizin ancak dayand\u0131rd\u0131\u011f\u0131n\u0131z veriler kadar iyi olabilece\u011fini s\u00f6ylemeye gerek yok.\n\u0130lgili bilgileri elde etme s\u00fcreci ise iki y\u00f6nl\u00fcd\u00fcr.\n\u0130lk olarak, analiz etmek i\u00e7in <strong>do\u011fru \u00f6l\u00e7\u00fcmleri se\u00e7meniz <\/strong>ve ard\u0131ndan <strong>bunlar\u0131 tahmin i\u00e7in haz\u0131rlaman\u0131z<\/strong> gerekir.  <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u00c7a\u011fr\u0131 Merkezi Tahmininde Kullan\u0131lacak Temel Metrikler<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u00c7a\u011fr\u0131 Hacmi: <\/strong>Bu metrik, bir \u00e7a\u011fr\u0131 merkezine gelen \u00e7a\u011fr\u0131lar\u0131n say\u0131s\u0131n\u0131 izler.\n\u00c7a\u011fr\u0131 hacmine ili\u015fkin ge\u00e7mi\u015f veriler, kal\u0131plar\u0131, e\u011filimleri ve mevsimsel dalgalanmalar\u0131 belirlemeye yard\u0131mc\u0131 olarak <a href=\"https:\/\/test-staging.cloudtalk.io\/call-monitoring\/\">gelecekteki talebi do\u011fru bir \u015fekilde tahmin<\/a> etmeye yard\u0131mc\u0131 olur. <br\/><\/li>\n\n\n\n<li><strong>Ortalama \u0130\u015flem S\u00fcresi (AHT): <\/strong>Bu, konu\u015fma s\u00fcresi, bekleme s\u00fcresi ve \u00e7a\u011fr\u0131 sonras\u0131 \u00e7al\u0131\u015fma dahil olmak \u00fczere bir temsilci taraf\u0131ndan ele al\u0131nan bir \u00e7a\u011fr\u0131n\u0131n <a href=\"https:\/\/test-staging.cloudtalk.io\/blog\/all-you-need-to-know-about-aht-average-handle-time\/\">ortalama s\u00fcresini<\/a> \u00f6l\u00e7er.\nGe\u00e7mi\u015f AHT verilerinin analiz edilmesi, gelecekteki \u00e7a\u011fr\u0131lar\u0131n ne kadar s\u00fcrece\u011fini tahmin etmek ve personel ihtiya\u00e7lar\u0131n\u0131 belirlemek i\u00e7in \u00e7ok \u00f6nemlidir. <br\/><\/li>\n\n\n\n<li><strong>Temsilci Say\u0131s\u0131: <\/strong>Mevcut toplam temsilci say\u0131s\u0131, hizmet seviyelerini ve m\u00fc\u015fteri memnuniyetini do\u011frudan etkiler. Beklenen \u00e7a\u011fr\u0131 hacmine ve di\u011fer \u00f6l\u00e7\u00fcmlere dayal\u0131 olarak <a href=\"https:\/\/test-staging.cloudtalk.io\/agent-reporting\/\">do\u011fru temsilci say\u0131s\u0131n\u0131 tahmin<\/a> etmek, verimli kaynak tahsisi ve i\u015fg\u00fcc\u00fc y\u00f6netimi i\u00e7in hayati \u00f6nem ta\u015f\u0131r.<br\/><\/li>\n\n\n\n<li><strong>M\u00fc\u015fteri Memnuniyeti:<\/strong> Bu metrik, m\u00fc\u015fterilerin \u00e7a\u011fr\u0131 merkezi deneyimlerinden ne kadar memnun olduklar\u0131n\u0131 de\u011ferlendirir. <a href=\"https:\/\/test-staging.cloudtalk.io\/blog\/how-to-raise-customer-satisfaction-as-an-smb\/\">Y\u00fcksek m\u00fc\u015fteri memnuniyeti<\/a>, uzun vadeli i\u015f ba\u015far\u0131s\u0131 i\u00e7in \u00f6nemli olan ve \u00e7a\u011fr\u0131 merkezi ihtiya\u00e7lar\u0131n\u0131 tahmin ederken g\u00f6z \u00f6n\u00fcnde bulundurulmas\u0131 gereken tekrarlanan i\u015f ve olumlu y\u00f6nlendirmelere yol a\u00e7ar.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Tahmin Verilerinin Haz\u0131rlanmas\u0131 i\u00e7in Temel Ad\u0131mlar<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Veri Temizleme<\/strong>: Veri k\u00fcmesinin do\u011fru ve eksiksiz olmas\u0131n\u0131 sa\u011flamak i\u00e7in kopyalar\u0131 kald\u0131r\u0131n, hatalar\u0131 d\u00fczeltin ve eksik de\u011ferleri i\u015fleyin.<br\/><\/li>\n\n\n\n<li><strong>Normalle\u015ftirme<\/strong>: Farkl\u0131 zaman dilimleri ve veri t\u00fcrleri aras\u0131nda tutarl\u0131l\u0131k sa\u011flamak i\u00e7in verileri standartla\u015ft\u0131r\u0131n.<br\/><\/li>\n\n\n\n<li><strong>\u00d6zellik Se\u00e7imi<\/strong>: \u00c7a\u011fr\u0131 hacimlerini \u00f6nemli \u00f6l\u00e7\u00fcde etkileyen en ilgili \u00f6zellikleri belirleyin ve se\u00e7in.\nBuna g\u00fcn\u00fcn saati, haftan\u0131n g\u00fcn\u00fc ve harici olaylar dahil olabilir. <br\/><\/li>\n\n\n\n<li><strong>Toplama<\/strong>: Analiz ve modellemeyi kolayla\u015ft\u0131rmak i\u00e7in verileri saatlik, g\u00fcnl\u00fck veya haftal\u0131k ortalamalar gibi faydal\u0131 formatlarda \u00f6zetleyin.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u00c7a\u011fr\u0131 Merkezi Tahmininde Kullan\u0131lan Ba\u015fl\u0131ca Y\u00f6ntemler Nelerdir?<\/h3>\n\n\n\n<p>Bu kadar b\u00fcy\u00fck miktarda veriyi analiz etme ve \u00e7apraz sorgulama s\u00fcreci bir insan i\u00e7in \u00e7ok zor ve zaman al\u0131c\u0131 olaca\u011f\u0131ndan, i\u015fletmeler s\u00fcreci otomatikle\u015ftirmek i\u00e7in tasarlanm\u0131\u015f \u00f6zel yaz\u0131l\u0131m t\u00fcrleri olan \u00e7a\u011fr\u0131 merkezi tahmin modellerini kullan\u0131r.<\/p>\n\n\n\n<p>Bunlar, kullan\u0131m ama\u00e7lar\u0131na ve kulland\u0131klar\u0131 belirli teknolojiye ba\u011fl\u0131 olarak b\u00fcy\u00fck farkl\u0131l\u0131klar g\u00f6sterebilir.\nBu nedenle, \u00e7a\u011fr\u0131 merkezi tahmin y\u00f6ntemlerini se\u00e7erken bilin\u00e7li olmak \u00f6nemlidir ve farkl\u0131 kullan\u0131m durumlar\u0131 i\u00e7in farkl\u0131 t\u00fcrler kullanmak iyi olabilir. <\/p>\n\n\n\n<p><strong>\u00c7a\u011fr\u0131 merkezi tahmin modellerinin ba\u015fl\u0131ca t\u00fcrleri \u015funlard\u0131r:<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Zaman Serisi Analizi<\/h3>\n\n\n\n<p><strong>Nedir bu? <\/strong>Zaman Serisi Analizi (TSA), zaman i\u00e7indeki kal\u0131plar\u0131 ve e\u011filimleri belirlemek i\u00e7in zaman s\u0131ral\u0131 veri noktalar\u0131n\u0131 analiz etmeye y\u00f6nelik istatistiksel bir y\u00f6ntemdir.<\/p>\n\n\n\n<p><strong>Nas\u0131l \u00e7al\u0131\u015f\u0131r? <\/strong>TSA, zamansal ba\u011f\u0131ml\u0131l\u0131klar\u0131 ve mevsimselli\u011fi tan\u0131yarak gelecekteki de\u011ferleri tahmin etmek i\u00e7in ge\u00e7mi\u015f verileri kullan\u0131r.\nYayg\u0131n modeller aras\u0131nda ARIMA (AutoRegressive Integrated Moving Average) ve SARIMA (Seasonal ARIMA) bulunur. <\/p>\n\n\n\n<p><strong>Ne zaman kullan\u0131lmal\u0131?<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Veriler zaman i\u00e7inde belirgin e\u011filimler, mevsimsellik veya d\u00f6ng\u00fcsel modeller g\u00f6sterdi\u011finde.<\/li>\n\n\n\n<li>Trendlerin devam etmesinin muhtemel oldu\u011fu k\u0131sa ve orta vadeli tahminler i\u00e7in.<\/li>\n<\/ul>\n\n\n\n<p><strong>Avantajlar:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Zamansal ba\u011f\u0131ml\u0131l\u0131klar\u0131 do\u011fru bir \u015fekilde yakalayabilir ve modelleyebilir.<\/li>\n\n\n\n<li>\u00c7a\u011fr\u0131 hacimlerindeki mevsimselli\u011fi tespit etmek ve bundan yararlanmak i\u00e7in etkilidir.<\/li>\n\n\n\n<li>Ge\u00e7mi\u015f verilerin gelecek tahminlerini nas\u0131l etkiledi\u011fini vurgulayan modeller kullan\u0131r.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Regresyon Analizi<\/h3>\n\n\n\n<p><strong>Nedir bu? <\/strong>Ba\u011f\u0131ml\u0131 bir de\u011fi\u015fken ile bir veya daha fazla ba\u011f\u0131ms\u0131z de\u011fi\u015fken aras\u0131ndaki ili\u015fkiyi modellemek i\u00e7in kullan\u0131lan istatistiksel bir yakla\u015f\u0131md\u0131r.<\/p>\n\n\n\n<p><strong>Nas\u0131l \u00e7al\u0131\u015f\u0131r? <\/strong>Ba\u011f\u0131ml\u0131 de\u011fi\u015fkeni tahmin etmek i\u00e7in ba\u011f\u0131ms\u0131z de\u011fi\u015fkenlerin katsay\u0131lar\u0131n\u0131 tahmin eder.\nDo\u011frusal (\u00f6rn. Do\u011frusal Regresyon) veya do\u011frusal olmayan (\u00f6rn. Polinom Regresyon) olabilir. <\/p>\n\n\n\n<p><strong>Ne zaman kullan\u0131lmal\u0131?<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u00c7a\u011fr\u0131 hacimleri ile d\u0131\u015f\/i\u00e7 fakt\u00f6rler aras\u0131nda net bir ili\u015fki oldu\u011funda.<\/li>\n\n\n\n<li>Belirli de\u011fi\u015fkenlerin \u00e7a\u011fr\u0131 hacmi \u00fczerindeki etkisini anlamak.<\/li>\n<\/ul>\n\n\n\n<p><strong>Avantajlar:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Uygulamas\u0131 ve yorumlamas\u0131 basit.<\/li>\n\n\n\n<li>De\u011fi\u015fkenler aras\u0131ndaki ili\u015fkileri tan\u0131mlamak ve \u00f6l\u00e7mek i\u00e7in etkilidir.<\/li>\n\n\n\n<li>Model performans\u0131n\u0131 iyile\u015ftirmek i\u00e7in d\u00fczenli hale getirme teknikleri ile geni\u015fletilebilir.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Makine \u00d6\u011frenimi Algoritmalar\u0131<\/h3>\n\n\n\n<p><strong>Ne olduklar\u0131: <\/strong>Bilgisayarlar\u0131n verilerden \u00f6\u011frenmesini ve verilere dayal\u0131 tahminler yapmas\u0131n\u0131 sa\u011flayan bir dizi algoritma.<\/p>\n\n\n\n<p><strong>Nas\u0131l \u00e7al\u0131\u015f\u0131rlar? <\/strong>Kal\u0131plar\u0131 tan\u0131mlamak ve tahminlerde bulunmak i\u00e7in ge\u00e7mi\u015f veriler \u00fczerinde e\u011fitim modellerini i\u00e7erir.\nYayg\u0131n algoritmalar aras\u0131nda Random Forest, Gradient Boosting ve Support Vector Machines bulunur. <\/p>\n\n\n\n<p><strong>Ne zaman kullan\u0131lmal\u0131?<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Verilerdeki karma\u015f\u0131k, do\u011frusal olmayan ili\u015fkilerle u\u011fra\u015f\u0131rken.<\/li>\n\n\n\n<li>\u00c7a\u011fr\u0131 hacimlerini etkileyen birden fazla \u00f6zelli\u011fe sahip b\u00fcy\u00fck veri k\u00fcmeleri i\u00e7in uygundur.<\/li>\n<\/ul>\n\n\n\n<p><strong>Avantajlar:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>De\u011fi\u015fkenler aras\u0131nda y\u00fcksek derecede karma\u015f\u0131kl\u0131k ve etkile\u015fim ile ba\u015fa \u00e7\u0131kabilir.<\/li>\n\n\n\n<li>Geleneksel istatistiksel modellere k\u0131yasla tipik olarak daha y\u00fcksek do\u011fruluk elde eder.<\/li>\n\n\n\n<li>Esnektir ve farkl\u0131 veri t\u00fcrlerine ve tahmin ihtiya\u00e7lar\u0131na uyarlanabilir.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Sinir A\u011flar\u0131 ve Derin \u00d6\u011frenme<\/h3>\n\n\n\n<p><strong>Ne olduklar\u0131: <\/strong>B\u00fcy\u00fck miktarda veriden \u00f6\u011frenme yetene\u011fine sahip, insan beyninden sonra modellenen geli\u015fmi\u015f makine \u00f6\u011frenimi teknikleri.<\/p>\n\n\n\n<p><strong>Nas\u0131l \u00e7al\u0131\u015f\u0131rlar? <\/strong>Girdi verilerini i\u015fleyen ve tahmin hatas\u0131n\u0131 en aza indirmek i\u00e7in a\u011f\u0131rl\u0131klar\u0131 ayarlayan birbirine ba\u011fl\u0131 d\u00fc\u011f\u00fcm katmanlar\u0131ndan (n\u00f6ronlar) olu\u015furlar.\nDerin \u00f6\u011frenme, karma\u015f\u0131k kal\u0131plar\u0131 ve ili\u015fkileri yakalayabilen birden fazla gizli katman i\u00e7erir. <\/p>\n\n\n\n<p><strong>Ne zaman kullan\u0131lmal\u0131?<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Tahmin, b\u00fcy\u00fck veri k\u00fcmelerinde olduk\u00e7a karma\u015f\u0131k ve do\u011frusal olmayan etkile\u015fimlerin modellenmesini gerektirdi\u011finde.<\/li>\n\n\n\n<li>Uzun vadeli tahminler ve \u00f6zellik m\u00fchendisli\u011finin zor oldu\u011fu senaryolar i\u00e7in idealdir.<\/li>\n<\/ul>\n\n\n\n<p><strong>Avantajlar:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Son derece karma\u015f\u0131k \u00f6r\u00fcnt\u00fcleri ve ili\u015fkileri modelleyebilir.<\/li>\n\n\n\n<li>Ham verilerden otomatik olarak \u00f6zellik \u00e7\u0131kararak manuel \u00f6zellik m\u00fchendisli\u011fi ihtiyac\u0131n\u0131 azalt\u0131r.<\/li>\n\n\n\n<li>Zaman i\u00e7inde daha iyi do\u011fruluk sa\u011flayarak daha fazla veri ile s\u00fcrekli iyile\u015ftirme.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u00c7a\u011fr\u0131 Merkezi Tahmini ve \u00c7izelgeleme i\u00e7in En \u0130yi Uygulamalar<\/h2>\n\n\n\n<p>\u00c7a\u011fr\u0131 merkezinizi ger\u00e7ekten olabildi\u011fince verimli hale getirmek istiyorsan\u0131z, tahmin ve programlama s\u00fcre\u00e7lerinizi daha da iyile\u015ftirmek i\u00e7in yapabilece\u011finiz birka\u00e7 \u015fey daha var. <strong>Bunlar \u015funlar\u0131 i\u00e7erir<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ger\u00e7ek Zamanl\u0131 \u0130zlemenin Uygulanmas\u0131: <\/strong>\u00c7a\u011fr\u0131 hacimlerinin ve temel performans g\u00f6stergelerinin (KPI&#8217;lar) ger\u00e7ek zamanl\u0131 izlenmesi i\u00e7in sistemler kurun.\nBu, \u00e7a\u011fr\u0131 modellerindeki beklenmedik de\u011fi\u015fikliklere yan\u0131t olarak personel seviyelerinde ve di\u011fer kaynaklarda an\u0131nda ayarlamalar yap\u0131lmas\u0131na olanak tan\u0131r. <br\/><\/li>\n\n\n\n<li><strong>Senaryo Planlama ve Stres Testi: <\/strong>\u00c7e\u015fitli durumlara haz\u0131rlanmak i\u00e7in birden fazla tahmin senaryosu (\u00f6rne\u011fin, en iyi durum, en k\u00f6t\u00fc durum ve en olas\u0131) geli\u015ftirin.\n\u00c7a\u011fr\u0131 merkezinizin \u00e7a\u011fr\u0131 hacmindeki beklenmedik art\u0131\u015f veya d\u00fc\u015f\u00fc\u015flerle ne kadar iyi ba\u015fa \u00e7\u0131kabilece\u011fini g\u00f6rmek i\u00e7in stres testleri yap\u0131n. <\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\" start=\"3\">\n<li><strong>Geli\u015fmi\u015f Analitiklerden Yararlanma: <\/strong>Ortalama \u00e7a\u011fr\u0131 s\u00fcresini tahmin etmek, personel planlamas\u0131 yapmak ve \u00f6zel e\u011fitim planlar\u0131 olu\u015fturmak amac\u0131yla temsilcilerinizin performans\u0131 hakk\u0131nda kapsaml\u0131 bilgiler edinmek i\u00e7in CloudTalk gibi \u00e7a\u011fr\u0131 merkezi yaz\u0131l\u0131mlar\u0131n\u0131n sundu\u011fu analiz \u00f6zelliklerini kullan\u0131n.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\" start=\"4\">\n<li><strong>\u0130\u015fg\u00fcc\u00fc Y\u00f6netimi (WFM) Entegrasyonunu Optimize<\/strong> Etme: Planlama ve personel s\u00fcre\u00e7lerini kolayla\u015ft\u0131rmak i\u00e7in tahminleri <a href=\"https:\/\/test-staging.cloudtalk.io\/tr\/blog\/iletisim-merkezi-is-gucu-yonetimi-2024-icin-tam-kilavuz\/\">i\u015fg\u00fcc\u00fc y\u00f6netim sistemleriyle<\/a> entegre edin.\nBu, tahmin edilen \u00e7a\u011fr\u0131 hacimlerinin personel kararlar\u0131n\u0131 do\u011frudan bilgilendirmesini sa\u011flayarak verimlili\u011fi ve hizmet seviyelerini iyile\u015ftirir. <br\/><\/li>\n\n\n\n<li><strong>S\u00fcrekli \u0130yile\u015ftirmeye Odaklanmak<\/strong>: Tahmin s\u00fcre\u00e7lerini d\u00fczenli olarak g\u00f6zden ge\u00e7irip iyile\u015ftirerek s\u00fcrekli iyile\u015ftirme k\u00fclt\u00fcr\u00fc olu\u015fturun.\nPersonelden geri bildirim al\u0131nmas\u0131n\u0131 te\u015fvik edin ve tahmin modellerinizde ve metodolojilerinizde yinelemeli iyile\u015ftirmeler yapmak i\u00e7in performans verilerini kullan\u0131n. <\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">CloudTalk ile \u00c7a\u011fr\u0131 Merkezi Tahminini Optimize Edin<\/h2>\n\n\n\n<p>Makalede daha \u00f6nce de belirtti\u011fimiz gibi, \u00e7a\u011fr\u0131 merkezi yaz\u0131l\u0131m\u0131, WFM&#8217;lerle birlikte verimlilik odakl\u0131 herhangi bir operasyonun bir ba\u015fka \u00f6nemli par\u00e7as\u0131d\u0131r.\nCloudTalk gibi ara\u00e7lar, gelen ve giden g\u00f6r\u00fc\u015fmelerinizi g\u00fc\u00e7lendirmenin yan\u0131 s\u0131ra, tahmin ve planlama s\u00fcre\u00e7lerinizi daha da otomatikle\u015ftirmek ve kolayla\u015ft\u0131rmak i\u00e7in bir\u00e7ok geli\u015fmi\u015f ara\u00e7 sunar.   <\/p>\n\n\n\n<p><strong>\u0130\u015fte sadece birka\u00e7 \u00f6rnek:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/test-staging.cloudtalk.io\/agent-reporting\/\"><strong>Temsilci Raporlama:<\/strong><\/a><strong> <\/strong>Do\u011frudan CloudTalk uygulamas\u0131 arac\u0131l\u0131\u011f\u0131yla bireysel temsilciler i\u00e7in do\u011fru performans KPI&#8217;lar\u0131na eri\u015fin, bir b\u00fct\u00fcn olarak operasyonunuzda nas\u0131l oynad\u0131klar\u0131n\u0131 g\u00f6r\u00fcn ve \u00fcretkenliklerini duruma g\u00f6re optimize edin.<br\/><\/li>\n\n\n\n<li><a href=\"https:\/\/test-staging.cloudtalk.io\/analytics\/\"><strong>Geli\u015fmi\u015f Analitik:<\/strong><\/a><strong> <\/strong>Ekibinizin t\u00fcm verilerini merkezile\u015ftirin.\nTemsilcinizin performans\u0131 ve \u00e7a\u011fr\u0131 istatistikleri ile ilgili bilmeniz gereken her \u015feye eri\u015fin ve bunlar\u0131 tahmin ve planlaman\u0131z\u0131 daha da iyile\u015ftirmek i\u00e7in kullan\u0131n. <br\/><\/li>\n\n\n\n<li><a href=\"https:\/\/test-staging.cloudtalk.io\/integrations\/\"><strong>WFM Entegrasyonu:<\/strong><\/a><strong> <\/strong>CloudTalk&#8217;un 35&#8217;ten fazla yerel entegrasyonundan birini kullan\u0131n veya sorunsuz iki y\u00f6nl\u00fc senkronizasyondan yararlanmak ve bilgileri tahmin modellerinize otomatik olarak beslemek i\u00e7in A\u00e7\u0131k API&#8217;miz arac\u0131l\u0131\u011f\u0131yla \u00f6zel entegrasyonlar kurun.<strong> <\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u00c7a\u011fr\u0131 merkezi tahmini ve planlamas\u0131 her iyi operasyonun hayati y\u00f6nleridir ve CloudTalk ile sizinki \u00e7ok daha iyi olabilir.\nPeki, ne i\u00e7in bekliyorsunuz? <\/p>\n\n\n\n<div class=\"wp-block-ct-evo-cta-simple-panel cta-simple-panel\" style=\"background-color:#EBEEFF\"><div class=\"cta-simple-panel-inner\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<p>Etkili \u0130\u015f G\u00fcc\u00fc Y\u00f6netimi ile ekibinizin verimlili\u011fini art\u0131r\u0131n.<\/p>\n<\/div><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"431\" height=\"416\" src=\"https:\/\/test-staging.cloudtalk.io\/wp-content\/uploads\/2021\/11\/CT_Web_Banner_General_Illustration_04.svg\" alt=\"G&#xF6;sterge paneli ill&#xFC;strasyonu\" class=\"wp-image-317\"\/><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/test-staging.cloudtalk.io\/call-center-workforce-management-solution\/\">Daha Fazla Bilgi<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div>\n\n<div class=\"wp-block-cover ct-block-article-faq ct-virtual-numbers-page-rankmath-cover\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-white-background-color has-background-dim-0 has-background-dim\"><\/span><img decoding=\"async\" class=\"wp-block-cover__image-background wp-image-148766\" alt=\"\" src=\"https:\/\/test-staging.cloudtalk.io\/wp-content\/uploads\/2022\/10\/blog-article-faq-cover-question-marks.svg\" data-object-fit=\"cover\"\/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<div class=\"wp-block-group container-fluid\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading has-text-align-center ct-block-article-faq-header\">SSS<\/h2>\n\n\n<div id=\"rank-math-faq\" class=\"rank-math-block\">\n<div class=\"rank-math-list \">\n<div id=\"faq-question-1662054682142\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong><strong>Telefon g\u00f6r\u00fc\u015fmelerini nas\u0131l tahmin ediyorsunuz?<\/strong><\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Telefon aramalar\u0131n\u0131 tahmin etmek, e\u011filimleri ve kal\u0131plar\u0131 belirlemek i\u00e7in ge\u00e7mi\u015f arama <a href=\"https:\/\/www.cloudtalk.io\/blog\/what-are-call-tracking-metrics\/\" target=\"_blank\" rel=\"noopener\">verilerini<\/a> analiz etmeyi i\u00e7erir.<br \/>\n\u0130statistiksel modeller ve makine \u00f6\u011frenimi algoritmalar\u0131 kullanarak gelecekteki \u00e7a\u011fr\u0131 hacimlerini tahmin edebilirsiniz.   <\/p>\n<p>Bu s\u00fcre\u00e7, ge\u00e7mi\u015f \u00e7a\u011fr\u0131 verilerinin toplanmas\u0131n\u0131, bilgilerin temizlenmesi ve normalle\u015ftirilmesi i\u00e7in i\u015flenmesini ve do\u011fru tahminler olu\u015fturmak i\u00e7in ARIMA veya makine \u00f6\u011frenimi teknikleri gibi tahmin modellerinin uygulanmas\u0131n\u0131 i\u00e7erir.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1662054689829\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong><strong>Bir \u00e7a\u011fr\u0131 merkezindeki y\u00fczdeyi nas\u0131l tahmin edersiniz?<\/strong><\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p><a href=\"https:\/\/www.cloudtalk.io\/blog\/measuring-customer-satisfaction-how-to-do-it-and-why\/\" target=\"_blank\" rel=\"noopener\">\u00c7a\u011fr\u0131 terk oranlar\u0131 veya m\u00fc\u015fteri memnuniyeti puanlar\u0131 gibi y\u00fczdelerin tahmin<\/a> edilmesi, ge\u00e7mi\u015f performans verilerinin incelenmesini ve bu \u00f6l\u00e7\u00fcmleri etkileyen fakt\u00f6rlerin belirlenmesini i\u00e7erir. <\/p>\n<p>\u0130statistiksel analiz ve tahmin modelleri, \u00e7a\u011fr\u0131 hacmi, personel seviyeleri ve harici olaylar gibi de\u011fi\u015fkenleri hesaba katarak gelecekteki y\u00fczdeleri tahmin etmeye yard\u0131mc\u0131 olur.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1662054701629\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong><strong>\u00c7a\u011fr\u0131 merkezi hacmini nas\u0131l tahmin edersiniz?<\/strong><\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>\u00c7a\u011fr\u0131 merkezi hacminin tahmin edilmesi, ge\u00e7mi\u015f \u00e7a\u011fr\u0131 verilerinin ve ilgili t\u00fcm d\u0131\u015f fakt\u00f6rlerin toplanmas\u0131yla ba\u015flar.<br \/>\nBu veriler daha sonra i\u015flenir ve kal\u0131plar\u0131 tan\u0131mlayabilen ve gelecekteki \u00e7a\u011fr\u0131 hacimlerini tahmin edebilen tahmin modellerine beslenir.   <\/p>\n<p>Modelin d\u00fczenli olarak g\u00fcncellenmesi ve do\u011frulanmas\u0131, zaman i\u00e7inde do\u011frulu\u011funu garanti alt\u0131na alarak \u00e7a\u011fr\u0131 hacmindeki tepe ve dip noktalar\u0131n\u0131n \u00f6ng\u00f6r\u00fclmesine yard\u0131mc\u0131 olur.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1715775387450\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong><strong>Bir \u00e7a\u011fr\u0131 merkezinde hizmet seviyesini nas\u0131l tahmin edersiniz?<\/strong><\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Hizmet seviyelerini tahmin etmek i\u00e7in hem \u00e7a\u011fr\u0131 hacmi tahminlerini hem de personel planlar\u0131n\u0131 g\u00f6z \u00f6n\u00fcnde bulundurman\u0131z gerekir.<br \/>\nGe\u00e7mi\u015f hizmet seviyesi verilerini, ortalama i\u015flem s\u00fcrelerini ve mevcut personel seviyelerini analiz ederek, \u00e7a\u011fr\u0131 merkezinin hizmet hedeflerini ne kadar iyi kar\u015f\u0131layaca\u011f\u0131n\u0131 tahmin etmek i\u00e7in sim\u00fclasyon veya optimizasyon modellerini kullanabilirsiniz.   <\/p>\n<p>Personel programlar\u0131n\u0131n bu tahminlere g\u00f6re ayarlanmas\u0131, istenen hizmet seviyelerinin korunmas\u0131na yard\u0131mc\u0131 olur.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1718888410128\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>\u00c7a\u011fr\u0131 merkezi tahminleri ne s\u0131kl\u0131kla yap\u0131lmal\u0131d\u0131r?<\/strong><\/h3>\n<div class=\"rank-math-answer \">\n\n<p>\u00c7a\u011fr\u0131 merkezi tahminleri d\u00fczenli olarak, genellikle g\u00fcnl\u00fck, haftal\u0131k ve ayl\u0131k bazda yap\u0131lmal\u0131d\u0131r.<br \/>\nG\u00fcnl\u00fck tahminler acil personel ihtiya\u00e7lar\u0131n\u0131 y\u00f6netmeye yard\u0131mc\u0131 olurken, haftal\u0131k ve ayl\u0131k tahminler daha uzun vadeli planlama ve trend analizi i\u00e7in faydal\u0131d\u0131r.   <\/p>\n<p>Tahminlerin s\u00fcrekli olarak izlenmesi ve g\u00fcncellenmesi, do\u011fru ve ilgili kalmalar\u0131n\u0131 sa\u011flar.<\/p>\n\n<\/div>\n<\/div>\n<div id=\"faq-question-1718888424528\" class=\"rank-math-list-item\">\n<h3 class=\"rank-math-question \"><strong>\u00c7a\u011fr\u0131 merkezi tahmin do\u011frulu\u011funu nas\u0131l art\u0131r\u0131rs\u0131n\u0131z<\/strong>?<\/h3>\n<div class=\"rank-math-answer \">\n\n<p>Tahmin do\u011frulu\u011funu art\u0131rmak i\u00e7in y\u00fcksek kaliteli, kapsaml\u0131 ge\u00e7mi\u015f veriler kullan\u0131n ve modellerinizi en son bilgilerle d\u00fczenli olarak g\u00fcncelleyin.<br \/>\nPazarlama kampanyalar\u0131 ve tatiller gibi d\u0131\u015f fakt\u00f6rleri dahil edin ve geli\u015fmi\u015f analitik ve makine \u00f6\u011frenimi tekniklerini kullan\u0131n.   <\/p>\n<p>Modellerinizi d\u00fczenli olarak geriye d\u00f6n\u00fck test ve \u00e7apraz do\u011frulama ile do\u011frulay\u0131n ve nitel i\u00e7g\u00f6r\u00fcleri yakalamak i\u00e7in operasyonel ekiplerden girdi isteyin.<\/p>\n\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div><\/div>\n\n\n\n<div style=\"height:75px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>ABD&#8217;deki i\u015fletmeler k\u00f6t\u00fc m\u00fc\u015fteri hizmetleri nedeniyle 1,6 trilyon dolar kaybediyor ve uzun bekleme s\u00fcreleri en b\u00fcy\u00fck stres fakt\u00f6rlerinden biri. Ancak&#8230;<\/p>\n","protected":false},"author":85,"featured_media":217236,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[518],"tags":[],"class_list":["post-232483","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized-tr"],"acf":[],"_links":{"self":[{"href":"https:\/\/test-staging.cloudtalk.io\/tr\/wp-json\/wp\/v2\/posts\/232483","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/test-staging.cloudtalk.io\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/test-staging.cloudtalk.io\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/test-staging.cloudtalk.io\/tr\/wp-json\/wp\/v2\/users\/85"}],"replies":[{"embeddable":true,"href":"https:\/\/test-staging.cloudtalk.io\/tr\/wp-json\/wp\/v2\/comments?post=232483"}],"version-history":[{"count":0,"href":"https:\/\/test-staging.cloudtalk.io\/tr\/wp-json\/wp\/v2\/posts\/232483\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/test-staging.cloudtalk.io\/tr\/wp-json\/wp\/v2\/media\/217236"}],"wp:attachment":[{"href":"https:\/\/test-staging.cloudtalk.io\/tr\/wp-json\/wp\/v2\/media?parent=232483"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/test-staging.cloudtalk.io\/tr\/wp-json\/wp\/v2\/categories?post=232483"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/test-staging.cloudtalk.io\/tr\/wp-json\/wp\/v2\/tags?post=232483"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}