{"id":7136,"date":"2026-07-07T10:00:00","date_gmt":"2026-07-07T03:00:00","guid":{"rendered":"https:\/\/kpsg.com\/?p=7136"},"modified":"2026-07-01T14:11:51","modified_gmt":"2026-07-01T07:11:51","slug":"agentic-ai-qa-driving-contact-center-efficiency-beyond-manual-sampling","status":"publish","type":"post","link":"https:\/\/kpsg.com\/en\/insight\/agentic-ai-qa-driving-contact-center-efficiency-beyond-manual-sampling\/","title":{"rendered":"Agentic AI QA: Driving Contact Center Efficiency Beyond Manual Sampling"},"content":{"rendered":"

Agentic AI QA: A Contact Center Efficiency Solution That No Longer Relies on Manual Sampling\n\nAgentic AI QA is a Quality Assurance solution for contact centers that can review 100% of customer interactions in real time. Learn how it differs from conventional QA and how it can impact your business operations.<\/em><\/p>\n\n\n\n

Your customer service team may already be working hard every day, handling hundreds or even thousands of customer interactions. But there is one question business leaders often overlook: who ensures that all of those interactions meet the required standards?\n\nThis is where Quality Assurance (QA) in contact centers becomes crucial. However, as business scale continues to grow, conventional QA approaches are beginning to show their limitations \u2014 and this is why Agentic AI QA has emerged as a relevant answer.
Di sinilah peran Quality Assurance (QA) di contact center menjadi krusial. Namun, seiring skala bisnis yang terus tumbuh, pendekatan QA konvensional mulai menunjukkan keterbatasannya \u2014 dan itulah mengapa Agentic AI QA muncul sebagai jawaban yang relevan.<\/p>\n\n\n\n

What Is QA in a Contact Center and Why Does It Matter?<\/strong><\/h2>\n\n\n\n

Quality Assurance (QA) in a contact center is a systematic process for monitoring, evaluating, and improving the quality of interactions between agents and customers. Its function goes beyond checking boxes on a checklist \u2014 QA is the foundation of consistent, measurable, and trustworthy service.
The three main roles of QA in contact center operations are:<\/p>\n\n\n\n

    \n
  • Monitoring conversation quality to ensure agents communicate according to service standards<\/li>\n\n\n\n
  • Ensuring SOP compliance to minimize compliance-related risks<\/li>\n\n\n\n
  • Detecting issues early, before small problems develop into major customer complaints<\/li>\n<\/ul>\n\n\n\n

    Without effective QA, service quality depends on individual intuition rather than data. And in large-scale businesses, intuition alone is not enough.<\/p>\n\n\n\n

    The Problem with Conventional QA: Hard Work, Limited Results<\/strong><\/h2>\n\n\n\n

    The manual QA approach that is still widely used today has several fundamental limitations:<\/p>\n\n\n\n

      \n
    • Very limited coverage. On average, manual QA can only review less than 5% of total contact center interactions. This means more than 95% of interactions go without structured monitoring.<\/li>\n\n\n\n
    • Slow feedback. Manual review processes can take days or even weeks. By the time feedback reaches the agent, the opportunity to improve behavior in real time has already passed.<\/li>\n\n\n\n
    • Dependence on individuals. If a QA reviewer is absent or the team experiences turnover, the evaluation process is immediately disrupted. Operational stability becomes vulnerable.<\/li>\n<\/ul>\n\n\n\n

      The result? Even when the team is working hard, service quality remains difficult to control consistently \u2014 especially as interaction volume continues to increase.<\/p>\n\n\n\n

      Agentic AI QA: A Different Approach<\/strong><\/h2>\n\n\n\n

      Agentic AI QA is an artificial intelligence system that works autonomously to evaluate every interaction in the contact center \u2014 without sampling limitations, without delays, and without dependence on a single individual.\n\nData shows that the adoption of Agentic AI QA can bring measurable changes:<\/p>\n\n\n\n

        \n
      • QA cost efficiency of up to 60\u201380% compared to manual approaches can be achieved, based on KPSG internal benchmarks<\/li>\n\n\n\n
      • Compliance violations can decrease by up to 50\u201360% within the first 90 days of implementation, according to Aloware, 2025<\/li>\n\n\n\n
      • Gartner projects a 30% reduction in operational costs as agentic AI adoption increases in customer service<\/li>\n\n\n\n
      • Team burnout levels can decrease by up to 25% when agents are supported by AI systems that take over repetitive tasks<\/li>\n<\/ul>\n\n\n\n

        Equally important, your customer service team can refocus on what truly requires human empathy and judgment \u2014 handling complex cases, building customer relationships, and delivering genuinely personalized service experiences. Repetitive tasks such as standard interaction reviews can be handed over to AI.
        Gartner also projects that by 2029, agentic AI will be able to autonomously resolve 80% of common customer service issues \u2014 a transformation that is already beginning today among organizations that move early.<\/p>\n\n\n\n

        It\u2019s Time to Upgrade Your Contact Center QA<\/strong><\/h2>\n\n\n\n

        The question is no longer whether Agentic AI QA is relevant for your business. The question is: how quickly are you ready to move?
        KPSG Group is here as your contact center transformation partner \u2014 from QA needs assessment and solution design tailored to your business scale, to full implementation. With experience as a leading BPaaS provider in Indonesia, we understand the operational complexity your business faces.
        Consult your contact center QA needs with KPSG. Contact us through kpsg.com and start your operational efficiency journey today.<\/p>","protected":false},"excerpt":{"rendered":"

        Agentic AI QA hadir sebagai solusi Quality Assurance di contact center yang mampu mereview 100% interaksi secara real-time. Pelajari perbedaannya dengan QA konvensional dan dampaknya bagi operasional bisnis Anda. Tim customer service Anda mungkin sudah bekerja keras setiap hari \u2014 menangani ratusan hingga ribuan interaksi dengan pelanggan. Tapi ada satu pertanyaan yang sering luput dari […]<\/p>\n","protected":false},"author":6,"featured_media":7137,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[44],"tags":[],"class_list":["post-7136","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-wawasan"],"acf":[],"yoast_head":"\nAgentic AI QA: Solusi Efisiensi Contact Center yang Tak Lagi Bergantung pada Sampling Manual - 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\/agentic-ai-qa-driving-contact-center-efficiency-beyond-manual-sampling\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Agentic AI QA: Solusi Efisiensi Contact Center yang Tak Lagi Bergantung pada Sampling Manual - KPSG\" \/>\n<meta property=\"og:description\" content=\"Agentic AI QA hadir sebagai solusi Quality Assurance di contact center yang mampu mereview 100% interaksi secara real-time. Pelajari perbedaannya dengan QA konvensional dan dampaknya bagi operasional bisnis Anda. Tim customer service Anda mungkin sudah bekerja keras setiap hari \u2014 menangani ratusan hingga ribuan interaksi dengan pelanggan. Tapi ada satu pertanyaan yang sering luput dari […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kpsg.com\/en\/insight\/agentic-ai-qa-driving-contact-center-efficiency-beyond-manual-sampling\/\" \/>\n<meta property=\"og:site_name\" content=\"KPSG\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-07T03:00:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/kpsg.com\/wp-content\/uploads\/2026\/07\/KPSG-web-article-20256yry.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1320\" \/>\n\t<meta property=\"og:image:height\" content=\"330\" \/>\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\\\/agentic-ai-qa-solusi-efisiensi-contact-center-yang-tak-lagi-bergantung-pada-sampling-manual\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/agentic-ai-qa-solusi-efisiensi-contact-center-yang-tak-lagi-bergantung-pada-sampling-manual\\\/\"},\"author\":{\"name\":\"editor-melon\",\"@id\":\"https:\\\/\\\/kpsg.com\\\/#\\\/schema\\\/person\\\/857d8c96faa71f74cc4078c513caf9c9\"},\"headline\":\"Agentic AI QA: Solusi Efisiensi Contact Center yang Tak Lagi Bergantung pada Sampling Manual\",\"datePublished\":\"2026-07-07T03:00:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/agentic-ai-qa-solusi-efisiensi-contact-center-yang-tak-lagi-bergantung-pada-sampling-manual\\\/\"},\"wordCount\":578,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/kpsg.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/agentic-ai-qa-solusi-efisiensi-contact-center-yang-tak-lagi-bergantung-pada-sampling-manual\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kpsg.com\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/KPSG-web-article-20256yry.webp\",\"articleSection\":[\"Wawasan\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/agentic-ai-qa-solusi-efisiensi-contact-center-yang-tak-lagi-bergantung-pada-sampling-manual\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/agentic-ai-qa-solusi-efisiensi-contact-center-yang-tak-lagi-bergantung-pada-sampling-manual\\\/\",\"url\":\"https:\\\/\\\/kpsg.com\\\/wawasan\\\/agentic-ai-qa-solusi-efisiensi-contact-center-yang-tak-lagi-bergantung-pada-sampling-manual\\\/\",\"name\":\"Agentic AI QA: Solusi Efisiensi Contact Center yang Tak Lagi Bergantung pada Sampling Manual - 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