{"id":69,"date":"2025-11-05T18:23:41","date_gmt":"2025-11-05T18:23:41","guid":{"rendered":"https:\/\/datahive.ai\/blog\/?p=69"},"modified":"2025-11-07T14:51:22","modified_gmt":"2025-11-07T14:51:22","slug":"everything-you-need-to-know-about-datahive-ai-for-business","status":"publish","type":"post","link":"https:\/\/datahive.ai\/blog\/2025\/11\/05\/everything-you-need-to-know-about-datahive-ai-for-business\/","title":{"rendered":"Everything You Need to Know About DataHive AI for Business"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_83 ez-toc-wrap-left counter-hierarchy ez-toc-counter ez-toc-black ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Bee-Line Navigation<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999999;color:#999999\" 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: #999999;color:#999999\" 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><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/datahive.ai\/blog\/2025\/11\/05\/everything-you-need-to-know-about-datahive-ai-for-business\/#What_is_DataHive\" >What is DataHive?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/datahive.ai\/blog\/2025\/11\/05\/everything-you-need-to-know-about-datahive-ai-for-business\/#What_kind_of_datasets_can_DataHive_deliver\" >What kind of datasets can DataHive deliver?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/datahive.ai\/blog\/2025\/11\/05\/everything-you-need-to-know-about-datahive-ai-for-business\/#How_is_DataHive_different_from_other_data_providers\" >How is DataHive different from other data providers?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/datahive.ai\/blog\/2025\/11\/05\/everything-you-need-to-know-about-datahive-ai-for-business\/#What_is_the_process_to_get_a_dataset\" >What is the process to get a dataset?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/datahive.ai\/blog\/2025\/11\/05\/everything-you-need-to-know-about-datahive-ai-for-business\/#How_do_you_ensure_data_quality\" >How do you ensure data quality?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/datahive.ai\/blog\/2025\/11\/05\/everything-you-need-to-know-about-datahive-ai-for-business\/#Whats_the_business_model\" >What\u2019s the business model?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/datahive.ai\/blog\/2025\/11\/05\/everything-you-need-to-know-about-datahive-ai-for-business\/#Whos_behind_DataHive\" >Who\u2019s behind DataHive?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/datahive.ai\/blog\/2025\/11\/05\/everything-you-need-to-know-about-datahive-ai-for-business\/#How_can_my_company_get_started\" >How can my company get started?<\/a><\/li><\/ul><\/nav><\/div>\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_is_DataHive\"><\/span><strong>What is DataHive?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>DataHive is a decentralized data factory for AI \u2014 a platform that collects, cleans, and labels real-world web data at scale, delivering it ready for model training.<\/p>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_kind_of_datasets_can_DataHive_deliver\"><\/span><strong>What kind of datasets can DataHive deliver?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>We provide large-scale, domain-specific datasets such as: text, image, video, and audio, \u0441ollected from real-world sources. For example:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>E-commerce: product details, reviews, and pricing data from sites like Amazon or Walmart<\/li>\n\n\n\n<li>Video: TikTok and YouTube datasets for multimodal and generative models<\/li>\n\n\n\n<li>Audio: speech samples, podcasts, and user-generated audio data for voice and LLM fine-tuning<\/li>\n\n\n\n<li>Real Estate: Millions of media files related to residential and commercial properties including images, panoramas, floor plans&nbsp;<\/li>\n\n\n\n<li>Q&amp;A \/ Knowledge: structured data from platforms like structured data from specialized in programming, system administrations, etc.&nbsp;<\/li>\n\n\n\n<li>Custom domains: upon request, we build datasets tailored to your model requirements<\/li>\n<\/ul>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_is_DataHive_different_from_other_data_providers\"><\/span><strong>How is DataHive different from other data providers?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Most current providers rely on centralized crawling or manual scraping, both limited in scale and costly to maintain. DataHive\u2019s distributed model offers:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Scalability: no central bottlenecks, easy to scale across geographies<\/li>\n\n\n\n<li>Lower cost: decentralized infrastructure cuts dataset costs by 10\u201320x<\/li>\n\n\n\n<li>Dynamic content: capable of accessing JavaScript-rendered or infinite-scroll data that traditional crawlers miss<\/li>\n\n\n\n<li>Ethical and compliant sourcing: we collect only from vetted websites and publicly accessible sources, ensuring legal safety for enterprise clients<\/li>\n<\/ul>\n\n\n\n<p>In short: we deliver hard-to-get web data, ethically and efficiently.<\/p>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_is_the_process_to_get_a_dataset\"><\/span><strong>What is the process to get a dataset?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>We start by understanding your model\u2019s needs: the domain, structure, and scale of data required. Then we deliver a free pilot dataset to validate quality and structure. Once confirmed, full-scale collection begins, with options for ongoing updates and labeling pipelines integrated directly into your ML workflow. The dataset will be delivered either in an industry-standard format or in a custom format tailored to your specific requirements.&nbsp;<\/p>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_do_you_ensure_data_quality\"><\/span><strong>How do you ensure data quality?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Every dataset goes through multi-step validation:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Collection filtering: removing duplicates, irrelevant pages, or low-quality content.<\/li>\n\n\n\n<li>Cleaning and normalization: ensuring consistent structure and metadata.<\/li>\n\n\n\n<li>Human-in-the-loop labeling: distributed annotators verify and label complex data.<\/li>\n\n\n\n<li>Benchmarking: internal testing against client-specified metrics before delivery.<\/li>\n<\/ul>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Whats_the_business_model\"><\/span><strong>What\u2019s the business model?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>We offer datasets as a service: priced by scale, complexity, and labeling requirements.<br>Clients can choose from:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Pre-collected datasets (ready-to-train and already validated)<\/li>\n\n\n\n<li>Custom dataset collection (based on domain requests)<\/li>\n\n\n\n<li>Labeling-only services for in-house data teams<\/li>\n<\/ul>\n\n\n\n<p>Our decentralized model allows cost savings that we pass directly to clients enabling enterprise-grade data at startup-friendly prices.<\/p>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Whos_behind_DataHive\"><\/span><strong>Who\u2019s behind DataHive?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>The DataHive team previously founded Profitero, big data for eCommerce company that processed 400\u2013600 TB of data daily and was acquired by Publicis Group for $210M.<\/p>\n\n\n\n<p>We\u2019ve raised $3.5M from top-tier investors including 6th Man Ventures, Solana Ventures, and Wave GP, and we\u2019re now focused on building the world\u2019s most efficient decentralized data infrastructure for AI.<\/p>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"How_can_my_company_get_started\"><\/span><strong>How can my company get started?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<div style=\"height:15px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Simply reach out via <a href=\"https:\/\/datahive.ai\" target=\"_blank\" rel=\"noreferrer noopener\">datahive.ai<\/a> or request your free pilot dataset. We\u2019ll help you identify the right data domain, validate quality, and integrate it into your model pipeline.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>What is DataHive? DataHive is a decentralized data factory for AI \u2014 a platform that collects, cleans, and labels real-world web data at scale, delivering it ready for model training. What kind of datasets can DataHive deliver? We provide large-scale, domain-specific datasets such as: text, image, video, and audio, \u0441ollected from real-world sources. For example:&nbsp; [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":70,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-69","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-release"],"_links":{"self":[{"href":"https:\/\/datahive.ai\/blog\/wp-json\/wp\/v2\/posts\/69","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/datahive.ai\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/datahive.ai\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/datahive.ai\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/datahive.ai\/blog\/wp-json\/wp\/v2\/comments?post=69"}],"version-history":[{"count":2,"href":"https:\/\/datahive.ai\/blog\/wp-json\/wp\/v2\/posts\/69\/revisions"}],"predecessor-version":[{"id":83,"href":"https:\/\/datahive.ai\/blog\/wp-json\/wp\/v2\/posts\/69\/revisions\/83"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/datahive.ai\/blog\/wp-json\/wp\/v2\/media\/70"}],"wp:attachment":[{"href":"https:\/\/datahive.ai\/blog\/wp-json\/wp\/v2\/media?parent=69"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/datahive.ai\/blog\/wp-json\/wp\/v2\/categories?post=69"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/datahive.ai\/blog\/wp-json\/wp\/v2\/tags?post=69"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}