{"id":12085,"date":"2023-04-06T07:29:56","date_gmt":"2023-04-06T13:29:56","guid":{"rendered":"https:\/\/catsy.com\/blog\/?p=12085"},"modified":"2025-01-27T09:21:57","modified_gmt":"2025-01-27T15:21:57","slug":"ai-in-product-information-management","status":"publish","type":"post","link":"https:\/\/catsy.com\/blog\/ai-in-product-information-management\/","title":{"rendered":"The Role of AI in Product Information Management"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"12085\" class=\"elementor elementor-12085\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-4aaa3529 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4aaa3529\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-3e82f1ea\" data-id=\"3e82f1ea\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ec53c4e elementor-widget elementor-widget-heading\" data-id=\"ec53c4e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">A Comprehensive Guide on The Role of AI in Product Management<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6c8a1309\" data-id=\"6c8a1309\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3491631 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"3491631\" data-element_type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"498\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/AdobeStock_307953165-1-1-1024x638.jpeg\" class=\"attachment-large size-large wp-image-12095\" alt=\"\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/AdobeStock_307953165-1-1-1024x638.jpeg 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/AdobeStock_307953165-1-1-300x187.jpeg 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/AdobeStock_307953165-1-1-768x478.jpeg 768w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/AdobeStock_307953165-1-1-1536x957.jpeg 1536w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/AdobeStock_307953165-1-1-2048x1276.jpeg 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-577246e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"577246e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-56f113b\" data-id=\"56f113b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a0a7a94 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"a0a7a94\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">AI can enhance product information management in various ways, the topmost being AI-powered data extraction & cleansing, automated product categorization & classification, enhanced product search & discovery, and personalization of product recommendations.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Leading companies in the eCommerce space are already deploying AI across their product management processes. Examples include Amazon, IKEA, and Walmart.<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-check-circle\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">While AI in PIM is powerful, it also bears notable challenges including a lack of human oversight, and the need to depend on quality training data which can be tedious as well as costly. <\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-22f02740 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"22f02740\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-1c98e08b\" data-id=\"1c98e08b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-50d0604 elementor-toc--minimized-on-mobile elementor-widget elementor-widget-table-of-contents\" data-id=\"50d0604\" data-element_type=\"widget\" data-settings=\"{&quot;headings_by_tags&quot;:[&quot;h2&quot;],&quot;exclude_headings_by_selector&quot;:&quot;h3&quot;,&quot;marker_view&quot;:&quot;bullets&quot;,&quot;icon&quot;:{&quot;value&quot;:&quot;hm hm-arrow-right1&quot;,&quot;library&quot;:&quot;happy-icons&quot;},&quot;sticky_offset&quot;:111,&quot;minimized_on&quot;:&quot;mobile&quot;,&quot;collapse_subitems&quot;:&quot;yes&quot;,&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_parent&quot;:&quot;yes&quot;,&quot;minimize_box&quot;:&quot;yes&quot;,&quot;hierarchical_view&quot;:&quot;yes&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_effects_offset&quot;:0}\" data-widget_type=\"table-of-contents.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-toc__header\">\n\t\t\t<h4 class=\"elementor-toc__header-title\">\n\t\t\t\tIn this Article\t\t\t<\/h4>\n\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\"><i class=\"fas fa-chevron-down\"><\/i><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\"><i class=\"fas fa-chevron-up\"><\/i><\/div>\n\t\t\t\t\t<\/div>\n\t\t<div class=\"elementor-toc__body elementor-toc__list-items--collapsible\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<i class=\"elementor-toc__spinner eicon-animation-spin eicon-loading\" aria-hidden=\"true\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-5a092515\" data-id=\"5a092515\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-72de80f elementor-widget elementor-widget-text-editor\" data-id=\"72de80f\" data-element_type=\"widget\" id=\"toc1\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"has-text\">PIM stands for <span class=\"mark-keyword\">Product Information Management<\/span>, a software solution that centralizes and manages the information related to a company&#8217;s products.&nbsp;With the rise of AI, there are questions about <span class=\"mark-keyword\">AI in Product Information Management<\/span> and its influence on eCommerce.<\/p>\n<p class=\"has-text\">In eCommerce, PIM is essential because it ensures that accurate and consistent <span class=\"mark-keyword\">product information<\/span> is available across all channels and touchpoints, such as the company&#8217;s website, online <span class=\"mark-keyword\">marketplaces<\/span>, social media, and mobile apps. This is particularly important for businesses with many products, as managing <span class=\"mark-keyword\">product information<\/span> can become time-consuming and error-prone if done manually.<\/p>\n<p class=\"has-text\">With the right <a href=\"https:\/\/catsy.com\/product-information-management-system\" target=\"_blank\" rel=\"noopener\">product information management software<\/a>, eCommerce businesses can improve the efficiency of their product management processes, reduce errors, and enhance the customer experience. Customers are more likely to make a purchase when they have access to complete and accurate information about the product they are interested in. Additionally,&nbsp;<a href=\"https:\/\/catsy.com\/product-information-management-system\" target=\"_blank\" rel=\"noopener\">PIM software<\/a>&nbsp;can help businesses streamline their supply chain management by providing suppliers with the information they need to produce, package, and deliver products.<\/p>\n<p class=\"has-text\"><span class=\"mark-keyword\">Artificial intelligence<\/span>, on the other hand, is a branch of computer science that focuses on the development of intelligent machines that can perform tasks that typically require human intelligence, such as learning, reasoning, problem-solving, and decision-making.&nbsp;<\/p>\n<p class=\"has-text\">This article explores <span class=\"mark-keyword\">AI in Product Information Management<\/span>.&nbsp;<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a27f819 eael-table-align-center eael-dt-th-align-left elementor-widget elementor-widget-eael-data-table\" data-id=\"a27f819\" data-element_type=\"widget\" data-widget_type=\"eael-data-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"eael-data-table-wrap\" data-table_id=\"a27f819\" id=\"eael-data-table-wrapper-a27f819\" data-custom_responsive=\"false\">\n\t\t\t<table class=\"tablesorter eael-data-table center\" id=\"eael-data-table-a27f819\">\n\t\t\t    <thead>\n\t\t\t        <tr class=\"table-header\">\n\t\t\t\t\t\t\t\t\t            <th class=\" sorting\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">In this article you'll learn:<\/span><\/th>\n\t\t\t        \t\t\t\t        <\/tr>\n\t\t\t    <\/thead>\n\t\t\t  \t<tbody>\n\t\t\t\t\t\t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"2\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#toc1\"  >What is Artificial Intelligence?<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"2\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#toc2\"  >How to utilize AI in product information management?<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"2\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#toc3\"  >How AI-driven data extraction works?<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"2\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#toc4\"  >Overview on machine learning algorithms<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"2\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#toc5\"  >What is visual search technology?<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"2\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#toc6\"  >Process of personalizing product recommendation<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"2\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#toc7\"  >Examples of AI in product information management<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"2\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"#toc8\"  >What are some concerns of AI in PIM?<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t    <\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\t  \t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dadbfdf elementor-widget elementor-widget-image\" data-id=\"dadbfdf\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"422\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/AdobeStock_322199180-1-1024x540.jpeg\" class=\"attachment-large size-large wp-image-12093\" alt=\"\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/AdobeStock_322199180-1-1024x540.jpeg 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/AdobeStock_322199180-1-300x158.jpeg 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/AdobeStock_322199180-1-768x405.jpeg 768w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/AdobeStock_322199180-1-1536x810.jpeg 1536w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/AdobeStock_322199180-1-2048x1080.jpeg 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3056d1b elementor-widget elementor-widget-heading\" data-id=\"3056d1b\" data-element_type=\"widget\" id=\"toc2\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How AI Enhances Product Information Management<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-90b2f69 elementor-widget elementor-widget-text-editor\" data-id=\"90b2f69\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 1rem;\">To best understand how AI can enhance the management of product information in the context of your business, it\u2019s important to look at it from the angle of the routine tasks that go into preparing and organizing your own product information. The next question then becomes: How can you leverage AI to make those tasks faster, simpler, or less costly?<\/span>\u00a0<\/p><p><!-- x-tinymce\/html -->With this line of thinking, you are not restricted to only a few known ways to apply AI. Instead, you should aim to utilize it in a tailored approach that works best for your processes, thereby integrating AI into product management effectively.<\/p><!-- x-tinymce\/html --><p><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 1rem;\">Having said that, here are some of the top applications of AI in PIM at the moment, which are crucial for the future of product management.<\/span>\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b8a6cc6 elementor-widget elementor-widget-image\" data-id=\"b8a6cc6\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/AI-Driven-Extraction-and-Cleansing-1024x576.png\" class=\"attachment-large size-large wp-image-12110\" alt=\"\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/AI-Driven-Extraction-and-Cleansing-1024x576.png 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/AI-Driven-Extraction-and-Cleansing-300x169.png 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/AI-Driven-Extraction-and-Cleansing-768x432.png 768w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/AI-Driven-Extraction-and-Cleansing-1536x864.png 1536w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/AI-Driven-Extraction-and-Cleansing.png 1600w\" sizes=\"(max-width: 800px) 100vw, 800px\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-282e02d elementor-widget elementor-widget-heading\" data-id=\"282e02d\" data-element_type=\"widget\" id=\"toc3\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">AI-driven Data Extraction and Cleansing<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f958db8 elementor-widget elementor-widget-text-editor\" data-id=\"f958db8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"has-text\">Obtaining and maintaining accurate product data can be a challenging and time-consuming task, particularly for large retailers with extensive product catalogs.<\/p><p class=\"has-text\">But with AI, algorithms can be used to automatically identify and extract relevant data from various sources such as product catalogs, spreadsheets, websites, and other data repositories. The extracted data is then cleansed and standardized to ensure that it is accurate, across all channels.<\/p><p>The models used in this process can learn and improve over time, enabling you to continually improve the quality of data. This approach ensures that AI is continually evolving to meet the demands of product managers and product teams.<\/p><p class=\"has-text\"><!-- x-tinymce\/html --><\/p><p class=\"has-text\">In a typical PIM platform, of course, it goes without saying that the platform must have a built-in AI-powered tool for data extraction and cleansing. The feature can work in different ways depending on a PIM platform\u2019s design, but typically, it begins by identifying and classifying the data sources based on their format and structure. Once the sources have been classified, the AI algorithms within the tool will analyze the data and apply <span class=\"mark-keyword\">natural language processing<\/span> techniques to extract the relevant <span class=\"mark-keyword\">product information<\/span>, such as product titles, <span class=\"mark-keyword\">descriptions<\/span>, pricing, and images. The extracted data can then be cleansed and standardized. The cleansing process involves mapping the extracted data to a standardized format and applying business rules to validate the data against predefined standards.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-af421e3 elementor-widget elementor-widget-image\" data-id=\"af421e3\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Automation-of-product-categorization-and-classification-tasks\u200b-1024x576.png\" class=\"attachment-large size-large wp-image-12090\" alt=\"\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Automation-of-product-categorization-and-classification-tasks\u200b-1024x576.png 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Automation-of-product-categorization-and-classification-tasks\u200b-300x169.png 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Automation-of-product-categorization-and-classification-tasks\u200b-768x432.png 768w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Automation-of-product-categorization-and-classification-tasks\u200b-1536x864.png 1536w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Automation-of-product-categorization-and-classification-tasks\u200b.png 1600w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-460ac73 elementor-widget elementor-widget-heading\" data-id=\"460ac73\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Automation of Product Categorization and Classification Tasks<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d6e1b15 elementor-widget elementor-widget-text-editor\" data-id=\"d6e1b15\" data-element_type=\"widget\" id=\"toc4\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"has-text\"><span class=\"mark-keyword\">Machine learning<\/span> algorithms can be used to automatically assign products to relevant categories and subcategories within a <a href=\"https:\/\/catsy.com\/\" target=\"_blank\" rel=\"noopener\">PIM solution<\/a>. The process involves training a <span class=\"mark-keyword\">machine learning<\/span> model on a large dataset of products and their associated categories. The model uses this training data to learn the relationships between products and categories, allowing it to accurately categorize new products based on their attributes.<\/p><p class=\"has-text\">The first step in automated product <span class=\"mark-keyword\">categorization<\/span> is to define a set of categories and subcategories that will be used to organize products. These categories can be based on various attributes, such as product type, brand, material, size, and color. Once the categories have been defined, the\u00a0<a href=\"https:\/\/catsy.com\/product-information-management-system\" target=\"_blank\" rel=\"noopener\">best PIM software<\/a>\u00a0will start collecting data on products, including their attributes, <span class=\"mark-keyword\">descriptions<\/span>, images, and other relevant information.<\/p><p class=\"has-text\">Next, the model will analyze the product data and assign products to the appropriate categories. With time, the model will identify patterns and relationships between products and categories. It will then use these patterns to make predictions about the categories that new products belong to. And this right here is the beauty of AI &#8211; the ability to learn and do things without relying on routine. It means that once the model learns to some good level of accuracy, all you need to do is upload all kinds of products into your PIM, activate the feature and you\u2019ll have all those new products categorized and classified automatically.\u00a0<\/p><p class=\"has-text\">To ensure accuracy, the model will need to be regularly updated and retrained with new data. This is because product attributes and categories can change over time, and the model needs to be able to adapt to these changes in order to remain effective.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-879fa93 elementor-widget elementor-widget-image\" data-id=\"879fa93\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Product-search-and-discovery-1024x576.png\" class=\"attachment-large size-large wp-image-12091\" alt=\"\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Product-search-and-discovery-1024x576.png 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Product-search-and-discovery-300x169.png 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Product-search-and-discovery-768x432.png 768w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Product-search-and-discovery-1536x864.png 1536w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Product-search-and-discovery.png 1600w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0f91538 elementor-widget elementor-widget-heading\" data-id=\"0f91538\" data-element_type=\"widget\" id=\"toc5\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Enhanced Product Search and Discovery <\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-718ec49 elementor-widget elementor-widget-text-editor\" data-id=\"718ec49\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"has-text\">The PIM platforms with this capability use AI in various approaches. The most common is to leverage <span class=\"mark-keyword\">Natural Language Processing<\/span> (NLP) techniques to understand the context and meaning behind product queries. NLP involves parsing text data and extracting meaningful information to enable machines to understand human language.\u00a0<a href=\"https:\/\/catsy.com\/how-catsy-helps-retailers-win\" target=\"_blank\" rel=\"noopener\">PIM for retailers<\/a> platforms can use NLP to analyze the language used in search queries to better understand what users are looking for and return more accurate search results.<\/p><p class=\"has-text\">Image recognition is also effective. AI can identify key features in images, such as colors, patterns, and shapes, and use that information to automatically tag product images with relevant keywords, making it easier for users to find what they\u2019re looking for.<\/p><p class=\"has-text\"><!-- x-tinymce\/html --><\/p><p>Another way is through visual search. This technology allows users to search for products using images instead of text. AI-powered visual search can analyze the visual features of the image and provide recommendations for related or similar products. This can help users find products that they may not have been able to describe using text-based search. This customer-centric approach ensures that AI enhances user experience and helps product managers to focus on strategic decisions.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-07576e9 elementor-widget elementor-widget-image\" data-id=\"07576e9\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Personalize-Product-Recommendation-1024x576.png\" class=\"attachment-large size-large wp-image-12092\" alt=\"\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Personalize-Product-Recommendation-1024x576.png 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Personalize-Product-Recommendation-300x169.png 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Personalize-Product-Recommendation-768x432.png 768w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Personalize-Product-Recommendation-1536x864.png 1536w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Personalize-Product-Recommendation.png 1600w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-955a299 elementor-widget elementor-widget-heading\" data-id=\"955a299\" data-element_type=\"widget\" id=\"toc6\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Personalization of Product Recommendations<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-58d31d4 elementor-widget elementor-widget-text-editor\" data-id=\"58d31d4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<!-- x-tinymce\/html --><p>Based on the customer\u2019s interests and preferences, an AI-powered recommendation engine built into a PIM platform can be used to recommend products that are most relevant. The recommendation engine is designed to use different algorithms such as collaborative filtering, content-based filtering, or hybrid filtering to personalize recommendations. This level of personalization is essential for developing AI that truly meets the needs of modern consumers.<\/p><p class=\"has-text\">By continuously updating the engine with real-time data, the system can ensure that the recommendations are always matching users\u2019 current preferences.<\/p><p>These recommendations can then be tailored and distributed through <a href=\"https:\/\/catsy.com\/\" target=\"_blank\" rel=\"noopener\">eCommerce PIM<\/a> to various channels, such as email marketing, social media, web stores, or marketplaces. This generative AI approach allows for dynamic adjustments and enhancements in product recommendations.<\/p><p class=\"has-text\"><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 1rem;\">Embrace AI in your product development process to ensure that AI integration is seamless and effective. By enabling product managers to leverage AI tools and techniques, businesses can focus on strategic decisions that drive growth and innovation. AI and product management are evolving together, and the future of product management lies in how effectively AI becomes an integral part of the product management ecosystem.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 1rem;\">\u00a0\u00a0<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d8cf09c elementor-widget elementor-widget-heading\" data-id=\"d8cf09c\" data-element_type=\"widget\" id=\"toc7\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Top Use Cases of AI in Product Management\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb8b646 elementor-widget elementor-widget-text-editor\" data-id=\"fb8b646\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<!-- x-tinymce\/html --><p>Many companies, including global giants in the eCommerce space, are already using AI to manage their product information effectively.<\/p><p class=\"has-text\"><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 1rem;\">Let\u2019s have a look at the top examples of leveraging AI in the product development lifecycle.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 1rem;\">\u00a0<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f4ad10 elementor-widget elementor-widget-image\" data-id=\"5f4ad10\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/vwo.com\/blog\/deliver-personalized-recommendations-the-amazon-netflix-way\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"422\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Amazon-product-search-recommendation.jpg\" class=\"attachment-large size-large wp-image-12086\" alt=\"\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Amazon-product-search-recommendation.jpg 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Amazon-product-search-recommendation-300x158.jpg 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Amazon-product-search-recommendation-768x405.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad27e3f elementor-widget elementor-widget-heading\" data-id=\"ad27e3f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Amazon\u2019s Use of AI for Product Recommendations and Search <\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b26bc40 elementor-widget elementor-widget-text-editor\" data-id=\"b26bc40\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Amazon was one of the very first companies, if not the first ever, to start using personalized recommendations. In fact, many in the eCommerce space believe it\u2019s indeed Amazon that may have pioneered this concept of product matching in eCommerce. This innovation highlights the potential of AI in shaping a modern product strategy.<\/p><p>Back in 2013, a report by Mckinsey indicated that up to <a href=\"https:\/\/www.mckinsey.com\/industries\/retail\/our-insights\/how-retailers-can-keep-up-with-consumers\" target=\"_blank\" rel=\"noopener noreferrer\">35% of what is purchased on Amazon is a result of recommendations<\/a>. If this was way back in 2013, what percentage could we be looking at today? Food for thought.<\/p><p><!-- x-tinymce\/html --><\/p><p>So, how exactly does Amazon use AI for product recommendations and searches?<\/p><ul><li><strong>Collaborative Filtering:<\/strong> Collaborative Filtering is a type of recommendation system that predicts user preferences based on their past behavior and similarities with other users. Amazon collects user data, analyzes it using collaborative filtering algorithms, and suggests products that other similar users have purchased or shown interest in. This approach is part of Amazon&#8217;s strategic product initiatives to enhance customer experience.<\/li><li><strong>Natural Language Processing<\/strong>: Amazon uses natural language processing (NLP) to improve its search capabilities. This advanced AI technology helps the search engine understand the user\u2019s intent and context when they perform a search. For example, if a user searches for a \u201csmartphone,\u201d the search engine will take into account the user\u2019s past purchase history and show them relevant products, such as the latest iPhone model.<\/li><li><strong>Image Recognition: <\/strong>This technology uses machine learning algorithms to analyze product images and identify key features, such as color, shape, and texture. This allows Amazon to recommend visually similar products to users and improve the accuracy of search results. Image recognition is an AI-powered product feature that enhances the user shopping experience.<\/li><li><strong>A\/B Testing: <\/strong>Amazon uses A\/B testing to determine which product recommendations and search results are most effective. Different users are shown different variations of recommendations and search results to see which ones perform the best, highlighting the company&#8217;s commitment to harness AI for better decision-making.<\/li><li><strong>Personalized Pricing:<\/strong> Users\u2019 browsing and purchase history is analyzed to determine the optimal price point for a product. For example, if a user has a history of purchasing expensive electronics, Amazon may offer them a higher price for a new electronic product than it would for a user who typically purchases lower-priced items. Effective product management requires such precise pricing strategies.<!-- x-tinymce\/html --><\/li><\/ul><ul><li style=\"list-style-type: none;\">\u00a0<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9452b84 elementor-widget elementor-widget-image\" data-id=\"9452b84\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.ikea.com\/us\/en\/newsroom\/corporate-news\/ikea-launches-new-ai-powered-digital-experience-empowering-customers-to-create-lifelike-room-designs-pub58c94890\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Ikea-AI-powered-search-1024x576.jpg\" class=\"attachment-large size-large wp-image-12087\" alt=\"\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Ikea-AI-powered-search-1024x576.jpg 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Ikea-AI-powered-search-300x169.jpg 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Ikea-AI-powered-search-768x432.jpg 768w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Ikea-AI-powered-search.jpg 1400w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-424c48a elementor-widget elementor-widget-heading\" data-id=\"424c48a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">IKEA\u2019s Use of AI to Bring Showroom Experience Online <\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e7d9c32 elementor-widget elementor-widget-text-editor\" data-id=\"e7d9c32\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<!-- x-tinymce\/html --><p class=\"has-text\">IKEA is driven by the AI principle of enabling customers to experience in real-life the feel of how the furniture they intend to buy will look and feel in relatable spaces. Their showrooms are designed in a way that is inspired by this goal. If you want to buy bedroom furniture, for example, the showroom gives you the opportunity to get a feel of how that furniture feels in a typical bedroom. Based on this, you can make a decision on whether it\u2019s a good fit for your bedroom or not.<\/p><p class=\"has-text\"><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 1rem;\">To advance this philosophy, IKEA is taking advantage of AI to bring this unique store experience online. Here, customers can find predefined sets and showrooms both on the website and in-app. This is a part of their strategic product development approach to enhance customer engagement and satisfaction.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 1rem;\">\u00a0<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-da6ea7d elementor-widget elementor-widget-image\" data-id=\"da6ea7d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/corporate.walmart.com\/newsroom\/2019\/04\/25\/walmarts-new-intelligent-retail-lab-shows-a-glimpse-into-the-future-of-retail-irl\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Walmart-AI-product-tagging.jpeg\" class=\"attachment-large size-large wp-image-12088\" alt=\"\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Walmart-AI-product-tagging.jpeg 880w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Walmart-AI-product-tagging-300x169.jpeg 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Walmart-AI-product-tagging-768x432.jpeg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-476b6d1 elementor-widget elementor-widget-heading\" data-id=\"476b6d1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Walmart\u2019s Use of AI for Product Tagging and Metadata Enrichment<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d31443b elementor-widget elementor-widget-text-editor\" data-id=\"d31443b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<!-- x-tinymce\/html --><p>Across its Sam\u2019s Clubs, Walmart uses floor scrubbers to capture real-time images of every item in the store as they clean the floors. The scrubbers are equipped with inventory intelligence towers capable of taking more than 20 million photos of everything on the shelves every day. These images enable the company to tell exactly what products are where and what brand. With this precision, it\u2019s then possible to tag each image correctly and present it accurately to both customers and inventory product managers. The entire product lifecycle is enhanced by such AI-driven tools.<\/p><p class=\"has-text\">According to Anshu Bhardwaj, senior vice president of tech strategy and commercialization at Walmart, the <a href=\"https:\/\/www.cnbc.com\/2023\/03\/27\/how-walmart-is-using-ai-to-make-shopping-better.html\" target=\"_blank\" rel=\"noopener noreferrer\">accuracy is well over 95%<\/a>.<\/p><p>Writing in Medium back in 2020, Karthik Deivasigamani revealed that <a href=\"https:\/\/medium.com\/walmartglobaltech\/retail-graph-walmarts-product-knowledge-graph-6ef7357963bc\" target=\"_blank\" rel=\"noopener noreferrer\">Walmart was building a retail graph<\/a> that can capture information about products and related entities with the aim of helping customers to better discover products in the catalog. The entities for NLP-based AI models were extracted from metadata such as product titles and descriptions. This ability to process vast amounts of data is critical for modern product strategy.<\/p><p class=\"has-text\"><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 1rem;\">Walmart is also using AI in some interesting ways like suggesting substitutes whenever customers miss what they wanted. Let\u2019s say a customer who wants to buy a specific flavor of a particular dry dog food brand discovers that the flavor is out of stock when shopping. How do we recommend the correct substitute? This is a complex task. But Walmart is cracking it with AI. They are using deep learning AI to analyze hundreds of variables such as brand, size, pricing, historical shopping by the customer, etc. Based on this information, AI can recommend the best substitute in real time. In place of guesswork, precision takes over. The customer is asked to approve or decline the recommended substitute. If they decline, the response is fed back into the AI \u2013 an important metric that will be used to improve the algorithms so that future substitutes for similar customers can be more accurate. Read the rest of this <\/span><a style=\"font-family: var( --e-global-typography-text-font-family ), Sans-serif; background-color: #ffffff; font-size: 1rem;\" href=\"https:\/\/corporate.walmart.com\/newsroom\/2021\/06\/24\/headline-how-walmart-is-using-a-i-to-make-smarter-substitutions-in-online-grocery-orders\" target=\"_blank\" rel=\"noopener noreferrer\">case study<\/a><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 1rem;\"> on Walmart to understand how they harness AI for strategic product decisions.<\/span><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-weight: var( --e-global-typography-text-font-weight ); font-size: 1rem;\">\u00a0<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7978198 elementor-widget elementor-widget-image\" data-id=\"7978198\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/corporate.walmart.com\/newsroom\/2019\/04\/25\/walmarts-new-intelligent-retail-lab-shows-a-glimpse-into-the-future-of-retail-irl\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Challenges-and-Limitations-of-AI-in-PIM\u200b-1024x576.png\" class=\"attachment-large size-large wp-image-12094\" alt=\"\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Challenges-and-Limitations-of-AI-in-PIM\u200b-1024x576.png 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Challenges-and-Limitations-of-AI-in-PIM\u200b-300x169.png 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Challenges-and-Limitations-of-AI-in-PIM\u200b-768x432.png 768w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Challenges-and-Limitations-of-AI-in-PIM\u200b-1536x864.png 1536w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2023\/04\/Challenges-and-Limitations-of-AI-in-PIM\u200b.png 1600w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7467e05 elementor-widget elementor-widget-heading\" data-id=\"7467e05\" data-element_type=\"widget\" id=\"toc8\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Challenges and Limitations of AI in PIM<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a67d56 elementor-widget elementor-widget-text-editor\" data-id=\"2a67d56\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"has-text\">While <span class=\"mark-keyword\">Artificial Intelligence<\/span> is powerful in <span class=\"mark-keyword\">Product Information Management<\/span>, it also comes with significant challenges that you need to take note of:\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1825fb7 elementor-widget elementor-widget-heading\" data-id=\"1825fb7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Lack of Human Oversight and Potential for Bias<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-678a6ef elementor-widget elementor-widget-text-editor\" data-id=\"678a6ef\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"has-text\">AI algorithms learn from the data they are trained on, and if this data is biased or skewed, it can lead to biased decisions. For example, if the <span class=\"mark-keyword\">product information<\/span> data used to train an AI algorithm only includes information about products that are typically purchased by a certain demographic, the algorithm may be less effective in making accurate recommendations for customers outside of that demographic.<\/p><p class=\"has-text\">It means that if these algorithms are not designed with fairness in mind, they may perpetuate or amplify existing biases, leading to recommendations that are not inclusive or equitable.<\/p><p class=\"has-text\">Secondly, AI algorithms are often seen as &#8220;black boxes&#8221; because it can be challenging to understand how they arrive at their decisions. Since one critical aspect of PIM is the accuracy and completeness of product data, the AI algorithms that are used to automate many aspects of\u00a0<a href=\"https:\/\/catsy.com\/product-information-management-system\" target=\"_blank\" rel=\"noopener\">product information management software<\/a>, including data entry, <span class=\"mark-keyword\">classification<\/span>, and enrichment, can give inaccuracies in the absence of transparency. For example, an AI algorithm that automatically categorizes products based on their attributes may make mistakes, leading to products being categorized incorrectly, making them difficult to find.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bd1ebe6 elementor-widget elementor-widget-heading\" data-id=\"bd1ebe6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Dependence on Quality Training Data<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea37e22 elementor-widget elementor-widget-text-editor\" data-id=\"ea37e22\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"has-text\">The training data for AI algorithms should be relevant, representative, and diverse to ensure that the algorithms learn from a broad range of examples and can accurately generalize to new data. However, sourcing and preparing high-quality training data can be a time-consuming and resource-intensive process. In fact, data preparation is often the most significant cost associated with implementing AI systems.<\/p><p class=\"has-text\">Secondly, maintaining the quality of the training data is also a significant challenge when dealing with large amounts of data. The training data must be regularly updated to ensure that the algorithm continues to learn and make accurate decisions. Additionally, the quality of the data must be continuously monitored to identify and correct any errors. This requires a significant amount of time and resources, which can be a limitation for businesses with limited budgets.<\/p><p>\u00a0<\/p><p class=\"has-text\"><span class=\"mark-keyword\">AI in Product Information Management<\/span>\u00a0software (PIM) is a great asset for businesses looking for a great tool to support them in developing a good <span class=\"mark-keyword\">competitor analysis<\/span>. Quality training data is essential for AI algorithms to be effective and accurate, as it serves as the basis for the AI&#8217;s decisions. Having a <span class=\"mark-keyword\">competitor analysis<\/span> data and utilizing it in PIM training data sets, businesses can create AI algorithms that can outperform the competition and gain an edge in the marketplace. This will help businesses increase their revenue while also improving their customer experience. Investing in the right training data sets can help businesses stay ahead of the competition and take their marketing to the next level.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b924621 elementor-widget elementor-widget-heading\" data-id=\"b924621\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Cost and Complexity of Implementing AI-powered Integrations<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-18c1b48 elementor-widget elementor-widget-text-editor\" data-id=\"18c1b48\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"has-text\">AI models require access to large amounts of data, and PIM systems may not have the necessary data structure or processing capabilities to effectively integrate with AI technologies. Furthermore, AI-powered <span class=\"mark-keyword\">integrations<\/span> often require custom development and configuration, which can add to the complexity of implementation.<\/p><p class=\"has-text\">The <span class=\"mark-keyword\">integrations<\/span> may also require significant changes to existing business processes, including data governance and data management policies. These changes can be difficult to implement, not forgetting the additional resources and expertise that would be required.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9dc5f9b elementor-widget elementor-widget-heading\" data-id=\"9dc5f9b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Conclusion<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-91f5e68 elementor-widget elementor-widget-text-editor\" data-id=\"91f5e68\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p class=\"has-text\">The potential benefits of AI in PIM are diverse and far-reaching, with the ability to transform how businesses manage and present their products to customers. AI-powered algorithms can be utilized for data extraction and cleansing, <span class=\"mark-keyword\">streamlining<\/span> the processing of vast amounts of product data. Successful automation of processes such as <span class=\"mark-keyword\">categorization<\/span> and <span class=\"mark-keyword\">classification<\/span> can free up valuable time for other tasks, while also providing more accurate and relevant search results. Additionally, AI can personalize product recommendations by analyzing customer data and identifying patterns, leading to higher sales and increased customer satisfaction.<\/p><p class=\"has-text\">As AI continues to advance, we are potentially staring at a future where AI-powered eCommerce systems could become fully autonomous, with AI handling everything from product sourcing and pricing to customer support and logistics. This could lead to significant efficiency gains for businesses and a more seamless and personalized shopping experience for customers. For PIM in particular, it could herald an era where the volume of <span class=\"mark-keyword\">product information management<\/span> processes is significantly reduced. PIM platforms are already doing a lot on this and the combination with AI will make them even much more efficient in ways that would never have been possible.\u00a0<\/p><p class=\"has-text\">It is difficult to predict precisely how long it will take for a complete change, but the pace of technological advancement in recent years suggests that we may see significant progress not so long from now.\u00a0<\/p><p class=\"has-text\">See Catsy\u00a0<a href=\"https:\/\/catsy.com\/\" target=\"_blank\" rel=\"noopener\">PIM and DAM<\/a>\u00a0is action now. Start you free trial today!<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-25bebc1 elementor-cta--skin-classic elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"25bebc1\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<a class=\"elementor-cta\" href=\"https:\/\/catsy.com\/request-demo\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg\" style=\"background-image: url(https:\/\/catsy.com\/blog\/wp-content\/uploads\/2022\/09\/new-blog-cta-3-1024x256.png);\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t<h3 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item\">Speed to Market<\/h3>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__description elementor-cta__content-item elementor-content-item\">\n\t\t\t\t\t\tGet to Market Faster with Catsy\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-cta__button-wrapper elementor-cta__content-item elementor-content-item \">\n\t\t\t\t\t<span class=\"elementor-cta__button elementor-button elementor-size-md\">\n\t\t\t\t\t\tRequest Demo\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-20d1a7c3 elementor-widget elementor-widget-spacer\" data-id=\"20d1a7c3\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-692585a5 elementor-widget-divider--view-line_text elementor-widget-divider--element-align-left elementor-widget elementor-widget-divider\" data-id=\"692585a5\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t\t<span class=\"elementor-divider__text elementor-divider__element\">\n\t\t\t\tFAQs\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf56cf7 elementor-widget elementor-widget-toggle\" data-id=\"cf56cf7\" data-element_type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2171\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-2171\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"far fa-question-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-check-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">What is the role of AI in Product Information Management?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2171\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-2171\"><p class=\"has-text\">AI can automate various tasks such as data cleansing, <span class=\"mark-keyword\">classification<\/span>, and enrichment, as well as providing insights into customer behavior.\u00a0 Errors are a leading challenge in <span class=\"mark-keyword\">product information management<\/span>, especially in eCommerce where businesses deal with so many products. With AI integrated into PIM solutions, the process of identifying errors can be automated. This means that even the tiniest of errors will always be caught and corrected automatically where possible or flagged for manual correction. AI can also use <span class=\"mark-keyword\">natural language processing<\/span> (NLP) to understand product <span class=\"mark-keyword\">descriptions<\/span> and categorize them correctly, reducing errors and improving the overall quality of <span class=\"mark-keyword\">product information<\/span>.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2172\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-2172\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"far fa-question-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-check-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">How can AI help with product data governance and compliance?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2172\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-2172\"><p class=\"has-text\">AI can automate the monitoring and enforcement of data standards and regulations in the following ways:<\/p><ul><li><strong>Data quality management:<\/strong> AI can be used to monitor data quality in real-time, identify data anomalies, and flag errors.<\/li><li><strong>Regulatory compliance monitoring: <\/strong>AI can be used to monitor regulatory compliance requirements and flag any violations.\u00a0 <span class=\"mark-keyword\">Machine learning<\/span> algorithms can identify patterns, anomalies, and potential violations based on predefined rules or training data.<\/li><li><strong>Product classification:<\/strong> AI can be used to classify products according to different regulatory requirements, such as safety standards or environmental regulations.<\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2173\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-2173\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"far fa-question-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-check-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Can AI help to optimize product information for different regions?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2173\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-2173\"><p class=\"has-text\">Yes.\u00a0 AI can analyze customer behavior across different markets. The AI tools can then use this data to identify which products are most popular and which features are most important to customers in different regions. With this information, businesses can create targeted product <span class=\"mark-keyword\">descriptions<\/span> and marketing campaigns that are more likely to resonate with customers in different markets.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2174\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-2174\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"far fa-question-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-check-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">What are the potential ethical and privacy concerns associated with AI in PIM?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2174\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-2174\"><ul><li>The AI algorithms used in PIM systems rely on large amounts of training data to learn how to make decisions. However, this data may include sensitive information, such as customer purchasing history or product pricing. If this data is not properly secured, it could be vulnerable to hacking or other data breaches.<\/li><li>AI-powered PIM systems may impact the entire lifecycle of a product, from design to end-of-life. For example, AI algorithms may be used to optimize product design or to forecast demand for certain products. However, if these algorithms are not designed with ethical considerations in mind, they may lead to unintended consequences, such as overproduction or environmental harm.<\/li><li>AI algorithms may generate new <span class=\"mark-keyword\">product information<\/span> or insights that could be considered intellectual property. It may be unclear who owns these insights and whether they can be freely used or shared.<\/li><li>Human workers who previously performed <span class=\"mark-keyword\">product information management<\/span> tasks may be replaced with AI. This could have negative social and economic consequences, particularly for workers in low-skilled or routine-based jobs.<\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-2175\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-2175\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"far fa-question-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-check-circle\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">What skills are required to implement AI in Product Information Management?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2175\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-2175\"><p class=\"has-text\">A combination of technical and business skills are necessary. Technical skills may include expertise in <span class=\"mark-keyword\">machine learning<\/span>, <span class=\"mark-keyword\">natural language processing<\/span>, and data analysis, while business skills may include understanding customer behavior and preferences, product marketing, and data governance.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-4b2982bb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4b2982bb\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-3b7ca715\" data-id=\"3b7ca715\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-25d89497 elementor-author-box--avatar-yes elementor-author-box--name-yes elementor-author-box--biography-yes elementor-author-box--link-no elementor-widget elementor-widget-author-box\" data-id=\"25d89497\" data-element_type=\"widget\" data-widget_type=\"author-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-author-box\">\n\t\t\t\t\t\t\t<div  class=\"elementor-author-box__avatar\">\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/secure.gravatar.com\/avatar\/80521e1847766fa2c4b9f44e007cfcad?s=300&amp;d=mm&amp;r=g\" alt=\"Elizabeth Byrd\" loading=\"lazy\">\n\t\t\t\t<\/div>\n\t\t\t\n\t\t\t<div class=\"elementor-author-box__text\">\n\t\t\t\t\t\t\t\t\t<div >\n\t\t\t\t\t\t<h4 class=\"elementor-author-box__name\">\n\t\t\t\t\t\t\tElizabeth Byrd\t\t\t\t\t\t<\/h4>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-author-box__bio\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-611cfb37 elementor-widget elementor-widget-post-info\" data-id=\"611cfb37\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-c8acb19 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"https:\/\/catsy.com\/blog\/2023\/04\/06\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-calendar\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\tApril 6, 2023\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-3d12550c\" data-id=\"3d12550c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-71753e5 elementor-widget elementor-widget-spacer\" data-id=\"71753e5\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-77a43d83 elementor-widget-divider--view-line_text elementor-widget-divider--element-align-left elementor-widget elementor-widget-divider\" data-id=\"77a43d83\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t\t<span class=\"elementor-divider__text elementor-divider__element\">\n\t\t\t\tSHARE\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-502aefea\" data-id=\"502aefea\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-594b365e elementor-widget elementor-widget-spacer\" data-id=\"594b365e\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-67036c49 elementor-share-buttons--view-icon elementor-share-buttons--skin-minimal elementor-share-buttons--shape-rounded elementor-grid-0 elementor-share-buttons--color-official elementor-widget elementor-widget-share-buttons\" data-id=\"67036c49\" data-element_type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-grid\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_facebook\" tabindex=\"0\" aria-label=\"Share on facebook\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-facebook\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_twitter\" tabindex=\"0\" aria-label=\"Share on twitter\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-twitter\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" tabindex=\"0\" aria-label=\"Share on linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-linkedin\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-3be8abd4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3be8abd4\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5ccc22bb\" data-id=\"5ccc22bb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-29ef334a elementor-widget elementor-widget-spacer\" data-id=\"29ef334a\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3cedff9d elementor-posts__hover-none elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-card-shadow-yes elementor-widget elementor-widget-posts\" data-id=\"3cedff9d\" data-element_type=\"widget\" data-settings=\"{&quot;cards_columns&quot;:&quot;3&quot;,&quot;cards_columns_tablet&quot;:&quot;2&quot;,&quot;cards_columns_mobile&quot;:&quot;1&quot;,&quot;cards_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;cards_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;cards_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.cards\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-cards elementor-grid\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-28398 post type-post status-publish format-standard has-post-thumbnail hentry category-ai category-channels category-integrations category-pim category-pim-dam category-product-experience-management-pxm category-technical-advice category-tools tag-brand-marketing tag-dam-and-pim-integration tag-ecommerce tag-ecommerce-ai tag-multi-channel-retailers tag-pim tag-pim-ai tag-pim-software tag-product-catalog tag-product-experience-px tag-product-experience-management tag-product-information-management tag-pxm tag-tools\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/catsy.com\/blog\/pxm-and-customer-loyalty-building-lasting-relationships\/\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/04\/catsy-pim-pxm-customer-loyalty-building-lasting-relationships-300x169.png\" class=\"attachment-medium size-medium wp-image-28400\" alt=\"catsy-pim-pxm-customer-loyalty-building-lasting-relationships\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/04\/catsy-pim-pxm-customer-loyalty-building-lasting-relationships-300x169.png 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/04\/catsy-pim-pxm-customer-loyalty-building-lasting-relationships-1024x576.png 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/04\/catsy-pim-pxm-customer-loyalty-building-lasting-relationships-768x432.png 768w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/04\/catsy-pim-pxm-customer-loyalty-building-lasting-relationships.png 1280w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/catsy.com\/blog\/pxm-and-customer-loyalty-building-lasting-relationships\/\" >\n\t\t\t\tPXM and Customer Loyalty: Building Lasting Relationships\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/catsy.com\/blog\/pxm-and-customer-loyalty-building-lasting-relationships\/\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tCeejay S Teku\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tApril 16, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-28390 post type-post status-publish format-standard has-post-thumbnail hentry category-ai category-channels category-integrations category-pim category-pim-dam category-product-experience-management-pxm category-technical-advice category-tools tag-brand-marketing tag-dam-and-pim-integration tag-ecommerce tag-ecommerce-ai tag-multi-channel-retailers tag-pim tag-pim-ai tag-pim-software tag-product-catalog tag-product-experience-px tag-product-experience-management tag-product-information-management tag-pxm tag-tools\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/catsy.com\/blog\/catsy-pim-ultimate-pxm-tech-stack\/\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/04\/catsy-pim-pxm-ultimate-tech-stack-300x169.png\" class=\"attachment-medium size-medium wp-image-28394\" alt=\"catsy-pim-pxm-ultimate-tech-stack\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/04\/catsy-pim-pxm-ultimate-tech-stack-300x169.png 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/04\/catsy-pim-pxm-ultimate-tech-stack-1024x576.png 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/04\/catsy-pim-pxm-ultimate-tech-stack-768x432.png 768w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/04\/catsy-pim-pxm-ultimate-tech-stack.png 1280w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/catsy.com\/blog\/catsy-pim-ultimate-pxm-tech-stack\/\" >\n\t\t\t\tThe Ultimate PXM Tech Stack\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/catsy.com\/blog\/catsy-pim-ultimate-pxm-tech-stack\/\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tCeejay S Teku\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tApril 15, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-28383 post type-post status-publish format-standard has-post-thumbnail hentry category-ai category-channels category-integrations category-pim category-pim-dam category-product-experience-management-pxm category-technical-advice tag-brand-marketing tag-dam-and-pim-integration tag-ecommerce tag-ecommerce-ai tag-multi-channel-retailers tag-pim tag-pim-ai tag-pim-software tag-product-catalog tag-product-experience-px tag-product-experience-management tag-product-information-management tag-pxm\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/catsy.com\/blog\/catsy-pim-global-pxm-better-product-experiences-worldwide\/\" ><div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"169\" src=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/04\/catsy-pim-global-pxm-better-product-experiences-worldwide-300x169.png\" class=\"attachment-medium size-medium wp-image-28384\" alt=\"catsy-pim-global-pxm-better-product-experiences-worldwide\" srcset=\"https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/04\/catsy-pim-global-pxm-better-product-experiences-worldwide-300x169.png 300w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/04\/catsy-pim-global-pxm-better-product-experiences-worldwide-1024x576.png 1024w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/04\/catsy-pim-global-pxm-better-product-experiences-worldwide-768x432.png 768w, https:\/\/catsy.com\/blog\/wp-content\/uploads\/2026\/04\/catsy-pim-global-pxm-better-product-experiences-worldwide.png 1280w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/div><\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/catsy.com\/blog\/catsy-pim-global-pxm-better-product-experiences-worldwide\/\" >\n\t\t\t\tGlobal PXM: Creating Better Product Experiences Worldwide\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/catsy.com\/blog\/catsy-pim-global-pxm-better-product-experiences-worldwide\/\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-post__meta-data\">\n\t\t\t\t\t<span class=\"elementor-post-author\">\n\t\t\tCeejay S Teku\t\t<\/span>\n\t\t\t\t<span class=\"elementor-post-date\">\n\t\t\tApril 14, 2026\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<\/div>\n\n\n\t\t\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36b022ab elementor-widget elementor-widget-spacer\" data-id=\"36b022ab\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>A Comprehensive Guide on The Role of AI in Product Management AI can enhance product information management in various ways, the topmost being AI-powered data<\/p>\n","protected":false},"author":8,"featured_media":12095,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","footnotes":""},"categories":[16],"tags":[3,4],"_links":{"self":[{"href":"https:\/\/catsy.com\/blog\/wp-json\/wp\/v2\/posts\/12085"}],"collection":[{"href":"https:\/\/catsy.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/catsy.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/catsy.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/catsy.com\/blog\/wp-json\/wp\/v2\/comments?post=12085"}],"version-history":[{"count":43,"href":"https:\/\/catsy.com\/blog\/wp-json\/wp\/v2\/posts\/12085\/revisions"}],"predecessor-version":[{"id":21368,"href":"https:\/\/catsy.com\/blog\/wp-json\/wp\/v2\/posts\/12085\/revisions\/21368"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/catsy.com\/blog\/wp-json\/wp\/v2\/media\/12095"}],"wp:attachment":[{"href":"https:\/\/catsy.com\/blog\/wp-json\/wp\/v2\/media?parent=12085"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/catsy.com\/blog\/wp-json\/wp\/v2\/categories?post=12085"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/catsy.com\/blog\/wp-json\/wp\/v2\/tags?post=12085"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}