{"id":554,"date":"2019-03-27T11:38:39","date_gmt":"2019-03-27T09:38:39","guid":{"rendered":"https:\/\/sage-new-clone.local\/en-za\/blog\/?p=438"},"modified":"2026-02-05T11:58:55","modified_gmt":"2026-02-05T09:58:55","slug":"futurealist-on-big-data","status":"publish","type":"post","link":"https:\/\/www.sage.com\/en-za\/blog\/futurealist-on-big-data\/","title":{"rendered":"Futurealist on big data: It\u2019s all about the people"},"content":{"rendered":"<header class=\"entry-header has-dark-background-color entry-header--has-illustration entry-header--has-illustration--generic\">\n\t<div class=\"container\">\n\t\t<div class=\"entry-header__row row align-center\">\n\t\t\t<div class=\"col col-lg-7 col-xlg-6 entry-header__content\">\n\t\t\t\t\t\t\t<div class=\"component component-single-header\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"entry-header__misc text--subtitle text--uppercase text--small\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.sage.com\/en-za\/blog\/category\/technology-innovation\/\" class=\"entry-header__link\">Technology &amp; Innovation<\/a>\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t<div class=\"entry-title-wrapper\">\n\t\t\t\t\t<h1 class=\"entry-title\">\n\t\t\t\t\t\tFuturealist on big data: It\u2019s all about the people\t\t\t\t\t<\/h1>\n\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<p class=\"entry-header__description\">\n\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/div>\n\t\t<div class=\"single-post-details container\">\n\t\t<div class=\"col\">\n\t\t\t<span class=\"posted-on \"><time class=\"entry-date published\" datetime=\"2019-03-27T11:38:39+02:00\">March 27, 2019<\/time><\/span><span class=\"reading-time\"> min read<\/span>\n\t\t<button\n\t\t\ttype=\"button\"\n\t\t\tclass=\"social-share-button button button--icon button--secondary js-social-share-button\"\n\t\t\tdata-share-title=\"Futurealist on big data: It\u2019s all about the people\"\n\t\t\tdata-share-url=\"https:\/\/www.sage.com\/en-za\/blog\/futurealist-on-big-data\/\"\n\t\t\tdata-share-text=\"Please read this interesting article\"\n\t\t>\n\t\t\t<span class=\"social-share-button__share-label\">Share<\/span>\n\t\t\t<span class=\"social-share-button__copy-label\" hidden>Copy Link<\/span>\n\t\t\t<span class=\"social-share-button__copy-tooltip\" aria-hidden=\"true\" hidden>Copied<\/span>\n\t\t<\/button>\n\n\t\t\t\t<\/div>\n\t<\/div>\n\t<\/header>\n\n\n\n<div class=\"wp-block-post-author has-dark-background-color alignfull\">\n\t<div class=\"container\">\n\t\t<div class=\"col\">\n\t\t\t\t\t\t\t<div class=\"co-authors\">\n\t\t\t\t\t\n\t\t<div class=\"entry-author-wrapper\">\n\t\t\t<a class=\"entry-author\" href=\"https:\/\/www.sage.com\/en-za\/blog\/author\/matthewkibby\/\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"40\" height=\"40\" src=\"https:\/\/www.sage.com\/en-za\/blog\/wp-content\/uploads\/sites\/9\/2023\/01\/Sage-Advice-YT-logo-2-350x350.png\" class=\"entry-author__image\" alt=\"\" srcset=\"https:\/\/www.sage.com\/en-za\/blog\/wp-content\/uploads\/sites\/9\/2023\/01\/Sage-Advice-YT-logo-2-350x350.png 350w, https:\/\/www.sage.com\/en-za\/blog\/wp-content\/uploads\/sites\/9\/2023\/01\/Sage-Advice-YT-logo-2.png 500w\" sizes=\"auto, (max-width: 40px) 100vw, 40px\" \/>\t\t\t\t<span class=\"entry-author__name\">Matthew Kibby<\/span>\n\t\t\t<\/a>\n\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n\n<p>Big data promises to help businesses uncover opportunities they never knew existed.<\/p>\n\n\n\n<p>According to the IDC, by 2020, there will be enough data in the world to fill a stack of tablets equivalent to 6.6 times the distance between the Earth and the moon.<\/p>\n\n\n\n<p>While the future looks exciting through the lens of big data, organisations have a lot to consider before they dive in.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-futurist-on-big-data\">The futurist on big data<\/h2>\n\n\n\n<p>In big data, futurists see greater efficiencies, increased productivity, reduced costs, and business growth.<\/p>\n\n\n\n<p>For the futurist, any business that does not build its strategy around data is dead in the water.\u00a0Nearly 80% of enterprise executives in one Accenture study said companies that do not embrace big data face extinction.<\/p>\n\n\n\n<p>Artificial intelligence and machine learning promise to transform businesses, reconfigure workforces, optimise infrastructure behaviour, and blend industries through radically improved decision-making and process automation. IDC expects global spend on AI to reach $57.6 billion by 2021, and 72% of business leaders told PwC that AI will be a \u2018business advantage\u2019 in the future.<\/p>\n\n\n\n<p>With big data and analytics, businesses can drive digital transformation, redefine the customer experience, and create a new sense of relevance, rather than just providing a product or service at the lowest price.<\/p>\n\n\n\n<p>But, for the realist, it\u2019s more complicated than it sounds.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-realist-on-big-data\">The realist on big data<\/h2>\n\n\n\n<p>In big data, realists see information overload \u2013 and it\u2019s growing rapidly. By 2020, 1.7 megabytes of new information will be generated&nbsp;<em>every second<\/em>,&nbsp;<em>for every human being<\/em>. By then, there will be 44 zettabytes of data in the world, up from 4.4 zettabytes in 2015.<\/p>\n\n\n\n<p>But data in and of itself is useless. Organisations need to know what data they have, where it resides, and what questions to ask.<\/p>\n\n\n\n<p>Surprisingly, few organisations get it right: While 95% of Fortune 1000 businesses have undertaken a big data project in the last five years, only 48% have achieved measurable results. And only 15% of businesses have deployed their big data projects to production.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-data-and-project-sprawl\">Data and project sprawl<\/h2>\n\n\n\n<p>In most organisations, data resides in a number of systems. These silos make it difficult to know what data a business has, what state it\u2019s in, and how to scrub and prepare it for analysis.<\/p>\n\n\n\n<p>It\u2019s also common to find multiple departments within an organisation running their own business intelligence (BI) projects. But this disjointed approach does not produce the kind of insights that transform businesses.<\/p>\n\n\n\n<p>Only when systems are integrated, and all data can be accessed in one place, will real opportunities emerge. But legacy technology and employee resistance is getting in the way.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-technology-tools-and-culture\">Technology, tools, and culture<\/h2>\n\n\n\n<p>Many businesses run on legacy systems that are not powerful enough to process data on the scale needed today. Yet they\u2019ve invested a lot of money in their infrastructure, and ripping and replacing it will be an expensive, disruptive, and unrealistic exercise.<\/p>\n\n\n\n<p>Then there\u2019s the BI tools, many of which can only be understood by data scientists, who are in short supply and high demand. While there are proprietary and open source tools that are geared towards the business user, businesses still struggle to get buy-in from everyone in the organisation as they shift towards data-driven cultures.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-security\">Security<\/h2>\n\n\n\n<p>As the new currency, data is extremely valuable to cybercriminals and rogue employees who will find any opportunity to steal sensitive information for their own financial gain.<\/p>\n\n\n\n<p>Further, authorities are clamping down on businesses that don\u2019t adequately collect, process, store, and discard personally identifiable information. The Protection of Personal Information Act and the EU\u2019s General Data Protection Regulation propose massive fines for businesses that are careless with their data.<\/p>\n\n\n\n<p>Despite these challenges, futurealists are still optimistic.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-futurealist-on-big-data\">The futurealist on big data<\/h2>\n\n\n\n<p>For the futurealist, any BI project is ultimately about empowering teams to better serve customers. For this reason, they focus as much on people development as on technology enablement.<\/p>\n\n\n\n<p>They believe there\u2019s no point gathering data if the business has no clear use for it. Because of the sheer volume of information available, organisations need to know what data to collect and what to disregard. It\u2019s not possible \u2013 or necessary \u2013 to collect everything.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-people\">People<\/h2>\n\n\n\n<p>Big data success depends on a solid data governance framework, ideally overseen by a chief data officer (CDO), who is responsible for how data is prepared, stored, secured, and accessed. Gartner predicts that, by 2021, the CDO role will be as mission-critical as the IT, business operations, finance, and HR functions in 75% of large enterprises.<\/p>\n\n\n\n<p>But the CDO function is just one of many roles that make big data projects possible. Futurealists know that the skills shortage is a problem and that the answer, for most organisations, is in their own people and citizen data scientists.<\/p>\n\n\n\n<p>As more business functions are automated, organisations will need well-rounded individuals with a blend of business and technology skills; people who know what to look for in the data and who can trust their intuition to either follow a hunch or leave room for the unexpected to emerge<\/p>\n\n\n<div class=\"single-cta\">\n\t<div class=\"single-cta__positioner\">\n\t\t<div class=\"single-cta__wrapper has-dark-background-color\">\n\t\t\t<div class=\"single-cta__content\">\n\t\t\t\t\t\t\t\t<h2 class=\"single-cta__title h3\">Subscribe to the Sage Advice enewsletter<\/h2>\n\n\t\t\t\t\t\t\t\t\t<div class=\"single-cta__description\">\n\t\t\t\t\t\t<p>Get a roundup of our best business advice in your inbox every month.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a\n\t\t\t\t\t\thref=\"#gate-84fe79b5-668d-41f8-a0cc-6229018c4ac9\"\n\t\t\t\t\t\tclass=\"single-cta__button button button--primary\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t>Subscribe<\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<img decoding=\"async\" width=\"1440\" height=\"810\" src=\"https:\/\/www.sage.com\/en-za\/blog\/wp-content\/uploads\/sites\/9\/2022\/04\/GettyImages-1181404518-1440x810.jpg\" class=\"single-cta__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/en-za\/blog\/wp-content\/uploads\/sites\/9\/2022\/04\/GettyImages-1181404518-1440x810.jpg 1440w\" sizes=\"auto, (min-width: 48em) 33vw, 100vw\" \/>\t\t\t<\/div>\n<\/div>\n\n<section class=\"more-topics alignfull has-grey-light-background-color wp-block-sage-post-topics\">\n\t<div class=\"container\">\n\t\t<div class=\"row\">\n\t\t\t<div class=\"col col-12 col-lg-4\">\n\t\t\t\t<h3 class=\"more-topics__title h2\">Browse more topics from this article<\/h3>\n\t\t\t<\/div>\n\t\t\t<div class=\"col col-12 col-lg-8\">\n\t\t\t\t<ul class=\"post-tags__list\">\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"post-tags__item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.sage.com\/en-za\/blog\/tag\/business-intelligence\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\tbusiness intelligence\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"post-tags__item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.sage.com\/en-za\/blog\/tag\/data-analysis\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\tdata analysis\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n<div class=\"alignfull wp-block-sage-related-posts\">\n\t<section class=\"related-posts card-grid has-dark-background-color\">\n\t<div class=\"container\">\n\t\t\t\t\t<div class=\"row\">\n\t\t\t\t<div class=\"col\">\n\t\t\t\t\t<h2 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Discover how to take control of accounts payable reconciliation and optimise your payment process.\t\t\t<\/p>\n\t\t\n\t\t\t<\/div>\n\n\t<\/article>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<div class=\"row related-posts__non-featured\">\n\t\t\t\t<div class=\"col col-12\">\n\t\t\t\t\t<h2 class=\"related-posts__heading related-posts__heading--more h4\">More on this Topic<\/h2>\n\t\t\t\t<\/div>\n\n\t\t\t\t\n\t\t\t\t\t<div class=\"col col-6 col-lg-3 card-grid__item\">\n\t\t\t\t\t\t<article\n\t\tclass=\"card-post related-post related-post-1 post-76271 post type-post status-publish format-standard has-post-thumbnail hentry category-money-matters category-trends-insights tag-accountants tag-bookkeeping tag-business-intelligence tag-data-analysis tag-profit-loss tag-trending-topics business_type-small-business business_type-medium-business 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\/>\t\t\t\n\t\t\t\n\t\t\t\t\t<\/figure>\n\n\t\t\n\t\t\t\t\t<div class=\"card-post__meta\">\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<span class=\"card-post__meta-text\"><span class=\"posted-on \"><time class=\"entry-date published\" datetime=\"2026-05-15T12:46:05+02:00\">May 15, 2026<\/time><\/span><\/span>\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<span class=\"card-post__meta-text\"><span class=\"reading-time\">16 min read<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\n\t\t<p class=\"card-post__title h5\">\n\t\t\tAccrual accounting: What it is, benefits and examples\t\t<\/p>\n\n\t\t\t<\/a>\n\t\n\t\n\t\t\n\t\n\t<\/article>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t<div class=\"col col-6 col-lg-3 card-grid__item\">\n\t\t\t\t\t\t<article\n\t\tclass=\"card-post related-post related-post-3 post-76031 post type-post status-publish format-standard has-post-thumbnail hentry category-money-matters category-trends-insights tag-accountants tag-bookkeeping tag-business-intelligence tag-news-insights tag-staying-competitive business_type-small-business business_type-accountants\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/en-za\/blog\/sage-accounting-roundtable\/\"\n\t\t\t\t\t>\n\t\t\t<figure class=\"card-post__media\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"684\" height=\"384\" src=\"https:\/\/www.sage.com\/en-za\/blog\/wp-content\/uploads\/sites\/9\/2020\/05\/Small-business-owner-on-ipad-684x384.jpg\" class=\"card-post__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/en-za\/blog\/wp-content\/uploads\/sites\/9\/2020\/05\/Small-business-owner-on-ipad-684x384.jpg 684w, https:\/\/www.sage.com\/en-za\/blog\/wp-content\/uploads\/sites\/9\/2020\/05\/Small-business-owner-on-ipad-768x461.jpg 768w, https:\/\/www.sage.com\/en-za\/blog\/wp-content\/uploads\/sites\/9\/2020\/05\/Small-business-owner-on-ipad.jpg 1000w\" sizes=\"auto, (min-width: 48em) 250px, (min-width: 30em) 100vw, 100vw\" \/>\t\t\t\n\t\t\t\n\t\t\t\t\t<\/figure>\n\n\t\t\n\t\t\t\t\t<div class=\"card-post__meta\">\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<span class=\"card-post__meta-text\"><span class=\"posted-on \"><time class=\"entry-date published\" datetime=\"2026-05-15T10:34:49+02:00\">May 15, 2026<\/time><\/span><\/span>\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<span class=\"card-post__meta-text\"><span class=\"reading-time\">10 min read<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\n\t\t<p class=\"card-post__title h5\">\n\t\t\tHow accounting is changing for South African small businesses\t\t<\/p>\n\n\t\t\t<\/a>\n\t\n\t\n\t\t\n\t\n\t<\/article>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t<div class=\"col col-6 col-lg-3 card-grid__item\">\n\t\t\t\t\t\t<article\n\t\tclass=\"card-post related-post related-post-4 post-76147 post type-post status-publish format-standard has-post-thumbnail hentry category-money-matters tag-accountants tag-bookkeeping tag-business-intelligence tag-business-management business_type-small-business business_type-medium-business business_type-accountants\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/en-za\/blog\/accounts-payable-vs-notes-payable\/\"\n\t\t\t\t\t>\n\t\t\t<figure class=\"card-post__media\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"684\" height=\"384\" src=\"https:\/\/www.sage.com\/en-za\/blog\/wp-content\/uploads\/sites\/9\/2019\/07\/resize-1675x1275-39-684x384.jpg\" class=\"card-post__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/en-za\/blog\/wp-content\/uploads\/sites\/9\/2019\/07\/resize-1675x1275-39-684x384.jpg 684w, https:\/\/www.sage.com\/en-za\/blog\/wp-content\/uploads\/sites\/9\/2019\/07\/resize-1675x1275-39-768x585.jpg 768w, https:\/\/www.sage.com\/en-za\/blog\/wp-content\/uploads\/sites\/9\/2019\/07\/resize-1675x1275-39-1064x810.jpg 1064w\" sizes=\"auto, (min-width: 48em) 250px, (min-width: 30em) 100vw, 100vw\" \/>\t\t\t\n\t\t\t\n\t\t\t\t\t<\/figure>\n\n\t\t\n\t\t\t\t\t<div class=\"card-post__meta\">\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<span class=\"card-post__meta-text\"><span class=\"posted-on \"><time class=\"entry-date published\" datetime=\"2026-05-01T16:40:08+02:00\">May 1, 2026<\/time><\/span><\/span>\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<span class=\"card-post__meta-text\"><span class=\"reading-time\">9 min read<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\n\t\t<p class=\"card-post__title h5\">\n\t\t\tNotes payable vs accounts payable: Differences and examples\t\t<\/p>\n\n\t\t\t<\/a>\n\t\n\t\n\t\t\n\t\n\t<\/article>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n<\/section>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\t\t\t\tAccording to the IDC, by 2020, there will be enough data in the world to fill a stack of tablets equivalent to 6.6 times the distance between the Earth and the moon.\t\t<\/p>\n","protected":false},"author":806,"featured_media":354,"menu_order":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_sage_video":false,"post_featured_image_hide":false,"sage_hide_published_date":false,"sage_hide_read_time":false,"sage_hide_share_buttons":false,"footnotes":""},"categories":[47,28,29,48],"tags":[315,327],"business_type":[2,3],"lilypad":[],"context":[],"industry":[],"persona":[7,8,9,10,12,16],"imagine_tag":[63,65,81],"coauthors":[415],"class_list":["post-554","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-editors-picks","category-technology-innovation","category-trends-insights","category-watercooler-topics","tag-business-intelligence","tag-data-analysis","business_type-small-business","business_type-medium-business"],"sage_meta":{"region":"en-za","author_name":"Matthew 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