{"id":7801,"date":"2026-10-06T10:00:00","date_gmt":"2026-10-06T03:00:00","guid":{"rendered":"https:\/\/kpsg.com\/?p=7801"},"modified":"2026-09-30T16:28:35","modified_gmt":"2026-09-30T09:28:35","slug":"hidden-costs-in-contact-centers-the-unseen-expenses-hurting-operational-efficiency","status":"publish","type":"post","link":"https:\/\/kpsg.com\/en\/insight\/hidden-costs-in-contact-centers-the-unseen-expenses-hurting-operational-efficiency\/","title":{"rendered":"Hidden Costs in Contact Centers: The Unseen Expenses Hurting Operational Efficiency"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><em>Discover how inefficient customer operations can increase hidden costs through manual processes, fragmented systems, and repetitive workloads. Explore strategies to build more effective operations with KPSG.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In today\u2019s increasingly competitive business environment, operational efficiency has become a critical factor in achieving sustainable growth. However, when companies discuss efficiency, many still focus primarily on visible costs such as technology investments, workforce expenses, or infrastructure spending. In reality, there are often hidden costs created by customer operations that are not yet optimized.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These hidden costs can come from longer interaction resolution times, repeated customer inquiries, disconnected systems, and manual tasks that consume valuable workforce capacity. These challenges may seem insignificant when viewed individually. However, when they occur repeatedly at scale, they can significantly impact productivity, operational costs, and a company\u2019s ability to deliver a consistent customer experience.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">These things may look small within a single process. But when they happen continuously at scale, the impact can affect productivity, operational cost, and the company's ability to deliver a consistent customer experience.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>When Every Minute Creates an Operational Impact<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><br>In customer operations, speed is not the only measure of success. More importantly, companies need to ensure that customer needs are resolved effectively while optimizing resource utilization.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">One common challenge is a high Average Handling Time (AHT). An increasing AHT does not always mean that workforce performance is declining. In many cases, it highlights underlying operational challenges such as:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Difficulty accessing the right information<\/li>\n\n\n\n<li>Complex and lengthy workflows<\/li>\n\n\n\n<li>Disconnected systems<\/li>\n\n\n\n<li>Excessive dependency on manual processes<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Customer service organizations are increasingly focusing on digital technology and artificial intelligence to improve productivity while building more scalable operating models. This means companies should not only aim to work faster but also create smarter ways of working.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Repeated Contacts: When the Same Issue Consumes Resources Multiple Times<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><br>Effective customer operations are not only about how quickly an interaction is completed, but also about ensuring issues are resolved accurately the first time. When customers need to contact a company multiple times for the same issue, businesses face two major challenges:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>First, customer experience can decline because the resolution journey feels less seamless.<\/li>\n\n\n\n<li>Second, workforce teams must spend additional time handling requests that could have been resolved more effectively through better processes and systems.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Organizations can achieve significant productivity improvements by redesigning business processes and combining technology capabilities with human expertise.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Disconnected Systems Create Hidden Costs<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><br>Many organizations still manage customer data, interaction history, knowledge bases, and workflows across multiple disconnected systems. As a result, workforce teams often need to switch between platforms to find information before providing solutions. This not only slows down processes but also makes it more difficult for companies to gain a complete understanding of customer needs and operational performance. Building a connected digital ecosystem enables organizations to improve agility, operational resilience, and data-driven decision-making.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Building Smarter Customer Operations<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><br>Reducing operational costs is not simply about reducing resources. A more strategic approach is to build an operating model that creates greater value through more effective processes. By combining automation, AI assistance, data insights, and human expertise, companies can:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Reduce repetitive tasks<\/li>\n\n\n\n<li>Improve workforce productivity<\/li>\n\n\n\n<li>Deliver more consistent service experiences<\/li>\n\n\n\n<li>Membangun operasi yang siap berkembang<br>Build operations that can scale sustainably\nTechnology is not designed to replace people. Instead, technology empowers people to focus on activities that require creativity, empathy, and strategic decision-making.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>It\u2019s Time to Measure the Cost of Inefficiency<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><br>Every organization has opportunities to improve operational efficiency. The question is not only: \u201cHow much are we investing to improve our operations?\u201d<br>But also: \u201cHow much value are we losing because our processes are not yet optimized?\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">KPSG helps businesses build more efficient, scalable, and future-ready customer operations through the combination of technology, optimized processes, and workforce expertise. What operational costs might continue to grow if inefficiencies remain unresolved? Discover how KPSG can help your organization create more effective and value-driven customer operations. Contact us today.<\/p>","protected":false},"excerpt":{"rendered":"<p>Ketahui bagaimana customer operations yang tidak efisien dapat meningkatkan biaya tersembunyi melalui proses manual, sistem terfragmentasi, dan workload berulang. Temukan strategi membangun operasional yang lebih efektif bersama KPSG. Dalam dunia bisnis yang semakin kompetitif, efisiensi operasional menjadi salah satu faktor penting dalam menjaga pertumbuhan yang berkelanjutan. Namun, ketika berbicara tentang efisiensi, banyak perusahaan masih fokus [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":7802,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[44],"tags":[],"class_list":["post-7801","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-wawasan"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Hidden Cost Contact Center: Biaya Tersembunyi yang Menekan Efisiensi Operasional - KPSG<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kpsg.com\/en\/insight\/hidden-costs-in-contact-centers-the-unseen-expenses-hurting-operational-efficiency\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Hidden Cost Contact Center: Biaya Tersembunyi yang Menekan Efisiensi Operasional - KPSG\" \/>\n<meta property=\"og:description\" content=\"Ketahui bagaimana customer operations yang tidak efisien dapat meningkatkan biaya tersembunyi melalui proses manual, sistem terfragmentasi, dan workload berulang. Temukan strategi membangun operasional yang lebih efektif bersama KPSG. Dalam dunia bisnis yang semakin kompetitif, efisiensi operasional menjadi salah satu faktor penting dalam menjaga pertumbuhan yang berkelanjutan. Namun, ketika berbicara tentang efisiensi, banyak perusahaan masih fokus [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kpsg.com\/en\/insight\/hidden-costs-in-contact-centers-the-unseen-expenses-hurting-operational-efficiency\/\" \/>\n<meta property=\"og:site_name\" content=\"KPSG\" \/>\n<meta property=\"article:published_time\" content=\"2026-10-06T03:00:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/kpsg.com\/wp-content\/uploads\/2026\/09\/4-1-1.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"828\" \/>\n\t<meta property=\"og:image:height\" content=\"400\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"editor-melon\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"editor-melon\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\\\/\"},\"author\":{\"name\":\"editor-melon\",\"@id\":\"https:\\\/\\\/kpsg.com\\\/#\\\/schema\\\/person\\\/857d8c96faa71f74cc4078c513caf9c9\"},\"headline\":\"Hidden Cost Contact Center: Biaya Tersembunyi yang Menekan Efisiensi Operasional\",\"datePublished\":\"2026-10-06T03:00:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\\\/\"},\"wordCount\":579,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/kpsg.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kpsg.com\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/4-1-1.webp\",\"articleSection\":[\"Wawasan\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\\\/\",\"url\":\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\\\/\",\"name\":\"Hidden Cost Contact Center: Biaya Tersembunyi yang Menekan Efisiensi Operasional - KPSG\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kpsg.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kpsg.com\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/4-1-1.webp\",\"datePublished\":\"2026-10-06T03:00:00+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\\\/#primaryimage\",\"url\":\"https:\\\/\\\/kpsg.com\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/4-1-1.webp\",\"contentUrl\":\"https:\\\/\\\/kpsg.com\\\/wp-content\\\/uploads\\\/2026\\\/09\\\/4-1-1.webp\",\"width\":828,\"height\":400},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Beranda\",\"item\":\"https:\\\/\\\/kpsg.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Wawasan\",\"item\":\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Hidden Cost Contact Center: Biaya Tersembunyi yang Menekan Efisiensi Operasional\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/kpsg.com\\\/#website\",\"url\":\"https:\\\/\\\/kpsg.com\\\/\",\"name\":\"KPSG\",\"description\":\"in Development\",\"publisher\":{\"@id\":\"https:\\\/\\\/kpsg.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/kpsg.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/kpsg.com\\\/#organization\",\"name\":\"KPSG\",\"url\":\"https:\\\/\\\/kpsg.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/kpsg.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/kpsg.com\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/logo-kpsg-website.webp\",\"contentUrl\":\"https:\\\/\\\/kpsg.com\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/logo-kpsg-website.webp\",\"width\":1200,\"height\":952,\"caption\":\"KPSG\"},\"image\":{\"@id\":\"https:\\\/\\\/kpsg.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/kpsg.com\\\/#\\\/schema\\\/person\\\/857d8c96faa71f74cc4078c513caf9c9\",\"name\":\"editor-melon\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/kpsg.com\\\/wp-content\\\/litespeed\\\/avatar\\\/26f588ccd97e21bae9b12db806b92e11.jpg?ver=1790831014\",\"url\":\"https:\\\/\\\/kpsg.com\\\/wp-content\\\/litespeed\\\/avatar\\\/26f588ccd97e21bae9b12db806b92e11.jpg?ver=1790831014\",\"contentUrl\":\"https:\\\/\\\/kpsg.com\\\/wp-content\\\/litespeed\\\/avatar\\\/26f588ccd97e21bae9b12db806b92e11.jpg?ver=1790831014\",\"caption\":\"editor-melon\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Hidden Cost Contact Center: Biaya Tersembunyi yang Menekan Efisiensi Operasional - KPSG","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:\/\/kpsg.com\/en\/insight\/hidden-costs-in-contact-centers-the-unseen-expenses-hurting-operational-efficiency\/","og_locale":"en_US","og_type":"article","og_title":"Hidden Cost Contact Center: Biaya Tersembunyi yang Menekan Efisiensi Operasional - KPSG","og_description":"Ketahui bagaimana customer operations yang tidak efisien dapat meningkatkan biaya tersembunyi melalui proses manual, sistem terfragmentasi, dan workload berulang. Temukan strategi membangun operasional yang lebih efektif bersama KPSG. Dalam dunia bisnis yang semakin kompetitif, efisiensi operasional menjadi salah satu faktor penting dalam menjaga pertumbuhan yang berkelanjutan. Namun, ketika berbicara tentang efisiensi, banyak perusahaan masih fokus [&hellip;]","og_url":"https:\/\/kpsg.com\/en\/insight\/hidden-costs-in-contact-centers-the-unseen-expenses-hurting-operational-efficiency\/","og_site_name":"KPSG","article_published_time":"2026-10-06T03:00:00+00:00","og_image":[{"width":828,"height":400,"url":"https:\/\/kpsg.com\/wp-content\/uploads\/2026\/09\/4-1-1.webp","type":"image\/webp"}],"author":"editor-melon","twitter_card":"summary_large_image","twitter_misc":{"Written by":"editor-melon","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/kpsg.com\/wawasan\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\/#article","isPartOf":{"@id":"https:\/\/kpsg.com\/wawasan\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\/"},"author":{"name":"editor-melon","@id":"https:\/\/kpsg.com\/#\/schema\/person\/857d8c96faa71f74cc4078c513caf9c9"},"headline":"Hidden Cost Contact Center: Biaya Tersembunyi yang Menekan Efisiensi Operasional","datePublished":"2026-10-06T03:00:00+00:00","mainEntityOfPage":{"@id":"https:\/\/kpsg.com\/wawasan\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\/"},"wordCount":579,"commentCount":0,"publisher":{"@id":"https:\/\/kpsg.com\/#organization"},"image":{"@id":"https:\/\/kpsg.com\/wawasan\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\/#primaryimage"},"thumbnailUrl":"https:\/\/kpsg.com\/wp-content\/uploads\/2026\/09\/4-1-1.webp","articleSection":["Wawasan"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/kpsg.com\/wawasan\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/kpsg.com\/wawasan\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\/","url":"https:\/\/kpsg.com\/wawasan\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\/","name":"Hidden Cost Contact Center: Biaya Tersembunyi yang Menekan Efisiensi Operasional - KPSG","isPartOf":{"@id":"https:\/\/kpsg.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/kpsg.com\/wawasan\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\/#primaryimage"},"image":{"@id":"https:\/\/kpsg.com\/wawasan\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\/#primaryimage"},"thumbnailUrl":"https:\/\/kpsg.com\/wp-content\/uploads\/2026\/09\/4-1-1.webp","datePublished":"2026-10-06T03:00:00+00:00","breadcrumb":{"@id":"https:\/\/kpsg.com\/wawasan\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/kpsg.com\/wawasan\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/kpsg.com\/wawasan\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\/#primaryimage","url":"https:\/\/kpsg.com\/wp-content\/uploads\/2026\/09\/4-1-1.webp","contentUrl":"https:\/\/kpsg.com\/wp-content\/uploads\/2026\/09\/4-1-1.webp","width":828,"height":400},{"@type":"BreadcrumbList","@id":"https:\/\/kpsg.com\/wawasan\/hidden-cost-contact-center-biaya-tersembunyi-yang-menekan-efisiensi-operasional\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Beranda","item":"https:\/\/kpsg.com\/"},{"@type":"ListItem","position":2,"name":"Wawasan","item":"https:\/\/kpsg.com\/wawasan\/"},{"@type":"ListItem","position":3,"name":"Hidden Cost Contact Center: Biaya Tersembunyi yang Menekan Efisiensi Operasional"}]},{"@type":"WebSite","@id":"https:\/\/kpsg.com\/#website","url":"https:\/\/kpsg.com\/","name":"KPSG","description":"in Development","publisher":{"@id":"https:\/\/kpsg.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/kpsg.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/kpsg.com\/#organization","name":"KPSG","url":"https:\/\/kpsg.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/kpsg.com\/#\/schema\/logo\/image\/","url":"https:\/\/kpsg.com\/wp-content\/uploads\/2025\/11\/logo-kpsg-website.webp","contentUrl":"https:\/\/kpsg.com\/wp-content\/uploads\/2025\/11\/logo-kpsg-website.webp","width":1200,"height":952,"caption":"KPSG"},"image":{"@id":"https:\/\/kpsg.com\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/kpsg.com\/#\/schema\/person\/857d8c96faa71f74cc4078c513caf9c9","name":"editor-melon","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/kpsg.com\/wp-content\/litespeed\/avatar\/26f588ccd97e21bae9b12db806b92e11.jpg?ver=1790831014","url":"https:\/\/kpsg.com\/wp-content\/litespeed\/avatar\/26f588ccd97e21bae9b12db806b92e11.jpg?ver=1790831014","contentUrl":"https:\/\/kpsg.com\/wp-content\/litespeed\/avatar\/26f588ccd97e21bae9b12db806b92e11.jpg?ver=1790831014","caption":"editor-melon"}}]}},"_links":{"self":[{"href":"https:\/\/kpsg.com\/en\/wp-json\/wp\/v2\/posts\/7801","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kpsg.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kpsg.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kpsg.com\/en\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/kpsg.com\/en\/wp-json\/wp\/v2\/comments?post=7801"}],"version-history":[{"count":4,"href":"https:\/\/kpsg.com\/en\/wp-json\/wp\/v2\/posts\/7801\/revisions"}],"predecessor-version":[{"id":7823,"href":"https:\/\/kpsg.com\/en\/wp-json\/wp\/v2\/posts\/7801\/revisions\/7823"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kpsg.com\/en\/wp-json\/wp\/v2\/media\/7802"}],"wp:attachment":[{"href":"https:\/\/kpsg.com\/en\/wp-json\/wp\/v2\/media?parent=7801"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kpsg.com\/en\/wp-json\/wp\/v2\/categories?post=7801"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kpsg.com\/en\/wp-json\/wp\/v2\/tags?post=7801"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}