{"id":14964,"date":"2023-07-05T11:53:49","date_gmt":"2023-07-05T06:23:49","guid":{"rendered":"https:\/\/www.vue.ai\/blog\/?p=14964"},"modified":"2024-01-09T11:10:50","modified_gmt":"2024-01-09T05:40:50","slug":"solving-the-data-organization-problem-with-ai","status":"publish","type":"post","link":"https:\/\/www.vue.ai\/blog\/ai-in-retail\/solving-the-data-organization-problem-with-ai\/","title":{"rendered":"Solving The $3.1 Trillion Data Organization Problem With AI"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_65 counter-hierarchy ez-toc-counter ez-toc-transparent ez-toc-container-direction\">\n<p class=\"ez-toc-title\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-69f485c900d85\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-69f485c900d85\" checked aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/solving-the-data-organization-problem-with-ai\/#1-build-rich-enhanced-datasets\" title=\"1.&nbsp;Build Rich &amp; Enhanced Datasets\">1.&nbsp;Build Rich &amp; Enhanced Datasets<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/solving-the-data-organization-problem-with-ai\/#2-define-a-data-organization-structure-or-taxonomy-customized-to-your-business\" title=\"2.&nbsp;Define A Data Organization Structure Or Taxonomy Customized To Your Business\">2.&nbsp;Define A Data Organization Structure Or Taxonomy Customized To Your Business<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/solving-the-data-organization-problem-with-ai\/#3-moderate-content-across-workflows\" title=\"3.&nbsp;Moderate Content Across Workflows\">3.&nbsp;Moderate Content Across Workflows<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/solving-the-data-organization-problem-with-ai\/#4-enable-faster-user-generated-content-onboarding\" title=\"4.&nbsp;Enable Faster User Generated Content Onboarding&nbsp;\">4.&nbsp;Enable Faster User Generated Content Onboarding&nbsp;<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.vue.ai\/blog\/ai-in-retail\/solving-the-data-organization-problem-with-ai\/#5-make-content-discovery-more-effective\" title=\"5.&nbsp;Make Content Discovery More Effective\">5.&nbsp;Make Content Discovery More Effective<\/a><\/li><\/ul><\/nav><\/div>\n<span class=\"rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading Time: <\/span> <span class=\"rt-time\">3<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span>\n<p>Every business is grappling with the bad data problem. Today, enterprise data is incomplete, inaccurate, and inadequate. Records are inconsistent and unstructured, and oftentimes non-conforming. As a result, data science teams spend over 80% of their time preparing this data rather than using it.&nbsp;This makes <a href=\"https:\/\/www.vue.ai\/solutions\/data-cleanup-and-organization\/\">data organization<\/a> a top priority for data-driven businesses.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>With AI, organizations can not only manage enterprise data but transform it into a strategic asset as well. Here\u2019s how:&nbsp;<\/strong><\/h4>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1-build-rich-enhanced-datasets\"><\/span>1.&nbsp;<strong>Build Rich &amp; Enhanced Datasets<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image is-resized is-style-default\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/getblox.ai\/blog\/wp-content\/uploads\/2022\/03\/Unstructured-Input.jpg\" alt=\"Solving The $3.1 Trillion Data Organization Problem With AI\" class=\"wp-image-11251\" width=\"802\" height=\"456\"\/><\/figure>\n\n\n\n<p>AI can help businesses extract, enrich, enhance, and organize their data. With any input of unstructured data (text, images, video, or any other format), Vue.ai\u2019s platform can&nbsp;<strong>extract detailed attribute tags<\/strong>&nbsp;and&nbsp;<strong>build a structured dataset<\/strong>&nbsp;from it. The data generated by AI takes in inputs from all available sources, is nuanced, and&nbsp;<strong>mapped to the hierarchy and data organization structures<\/strong>&nbsp;that the users define. Businesses can automate the creation of rich datasets that match their business goals and use cases with minimal effort.<\/p>\n\n\n\n<p><em>With <a href=\"https:\/\/www.vue.ai\/solutions\/automated-product-tagging\/\">AI-powered product tagging,<\/a> retail teams have seen 97% accuracy in their catalog data.<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2-define-a-data-organization-structure-or-taxonomy-customized-to-your-business\"><\/span>2.&nbsp;<strong>Define A Data Organization Structure Or Taxonomy Customized To Your Business<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-embed\"><div class=\"wp-block-embed__wrapper\">\nhttps:\/\/youtube.com\/watch?v=T1HckF7fiak%3Ffeature%3Doembed\n<\/div><\/figure>\n\n\n\n<p>Today, businesses look to differentiate themselves while catering to the end user\u2019s needs. They might also have different ways of using their data. It\u2019s safe to say that every business wants a&nbsp;<strong>customized structure that they can leverage<\/strong>. The Vue.ai platform puts the control in the hands of business teams and enables them to<strong>&nbsp;build custom taxonomy<\/strong>&nbsp;and&nbsp;<strong>deploy the models<\/strong>&nbsp;built for inference. This can be applied to any new content or data inventory coming in and map data at scale.<\/p>\n\n\n\n<p><em>Business teams have witnessed up to an 80% decrease in the time taken to generate tags by scaling custom AI models.<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3-moderate-content-across-workflows\"><\/span>3.&nbsp;<strong>Moderate Content Across Workflows<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Most businesses today have fixed guidelines around how content, text, image, audio, or video, should appear on their platforms. As a result, they invest significant amounts of time and resources to ensure that the content onboarded onto their platforms adheres to internal guidelines. With AI, businesses can&nbsp;<strong>moderate content at scale.<\/strong>&nbsp;This means, theycan ensure that the submitted content meets preset criteria, does not contain any inappropriate content, violate existing copyright rules, etc. Thus, improving the accuracy of the content onboarded while considerably reducing the cost associated with manual moderation.<\/p>\n\n\n\n<p><em><a href=\"https:\/\/getblox.ai\/resources\/case-studies\/impact-of-ai-in-image-moderation\/\" target=\"_blank\" rel=\"noreferrer noopener\">With AI-powered image moderation, businesses have seen a 70% reduction in the number of tickets raised by vendors about wrongly rejected images.<\/a><\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4-enable-faster-user-generated-content-onboarding\"><\/span>4.&nbsp;<strong>Enable Faster User Generated Content Onboarding&nbsp;<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-embed is-provider-youtube wp-block-embed-youtube\"><div class=\"wp-block-embed__wrapper\">\nhttps:\/\/youtube.com\/watch?v=7yp7_-CQQSE%3Ffeature%3Doembed\n<\/div><\/figure>\n\n\n\n<p>With AI, businesses can automate onboarding workflows that involve the qualification of text and visual content. This allows them to&nbsp;<strong>deliver faster and more effective user experiences.<\/strong>&nbsp;Vue.ai harnesses a variety of AI-enabled APIs to detect attributes that can be used to<strong>&nbsp;qualify UGC and other forms of incoming media<\/strong>&nbsp; \u2014 based on their quality and content, in real-time. This includes checking for the presence of NSFW content, blurred images, and other internal guidelines that need to be met for quality control. As well as<strong>&nbsp;providing immediate feedback<\/strong>&nbsp;for individual criteria.&nbsp;<a href=\"https:\/\/getblox.ai\/blog\/image-moderation\/ai-powered-image-moderation-onboarding\/\" target=\"_blank\" rel=\"noreferrer noopener\">This guarantees a friction-free experience for the end-user.&nbsp;<\/a><\/p>\n\n\n\n<p><em><a href=\"https:\/\/getblox.ai\/resources\/case-studies\/impact-of-ai-in-image-moderation\/\" target=\"_blank\" rel=\"noreferrer noopener\">With AI-powered content moderation, businesses have been able to double the speed at which they go to market.<\/a><\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5-make-content-discovery-more-effective\"><\/span>5.&nbsp;<strong>Make Content Discovery More Effective<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>With AI-enriched metadata and standardized taxonomy across the board, businesses can&nbsp;<strong>deliver highly relevant navigation experiences<\/strong>&nbsp;across their website or app. They can also<strong>&nbsp;improve content discovery<\/strong>&nbsp;for users. Similarly, even for internal teams, structured data allows for&nbsp;<strong>easy retrieval and usage of data.<\/strong>&nbsp;Vue.ai uses computer vision and NLP to extract detailed attribute tags and build robust data catalogs. This enables platforms to surface the&nbsp;<strong>most suitable result through search and filtering.<\/strong><\/p>\n\n\n\n<p><em><a href=\"https:\/\/www.vue.ai\/products\/ai-powered-personalized-search\/\" target=\"_blank\" rel=\"noreferrer noopener\">Businesses have seen a 51% uplift in accuracy for search and discovery with AI-generated data.<\/a><\/em><\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>With AI, enterprises can enhance their data,&nbsp;improve process efficiencies&nbsp;and&nbsp;turn it into a strategic asset.<\/strong>&nbsp;Thus,&nbsp;<strong>driving competitive value in the long term.<\/strong><\/h5>\n\n\n\n<p><a href=\"https:\/\/getblox.ai\/solutions\/data-cleanup-and-organization\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Talk to us!<\/strong><\/a><\/p>\n\n\n\n<p><strong>Read More About<\/strong><a href=\"https:\/\/www.vue.ai\/industries\/ai-in-ecommerce\/\"><strong> Automated Catalog Management<\/strong><\/a><strong> Solution<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p><span class=\"rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading Time: <\/span> <span class=\"rt-time\">3<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span> Every business is grappling with the bad data problem. Today, enterprise data is incomplete, inaccurate, and inadequate. Records are inconsistent and unstructured, and oftentimes non-conforming. As a result, data science teams spend over 80% of their time preparing this data rather than using it.&nbsp;This makes data organization a top priority for data-driven businesses. With AI,  &#8230;<\/p>\n","protected":false},"author":23,"featured_media":14968,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1162],"tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Solving The $3.1 Trillion Data Organization Problem With AI | Vue.ai<\/title>\n<meta name=\"description\" content=\"Every business is grappling with the bad data problem. Today, enterprise data is incomplete, inaccurate, and inadequate. 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