{"id":1482,"date":"2020-03-04T08:21:15","date_gmt":"2020-03-04T00:21:15","guid":{"rendered":"https:\/\/www.sage.com\/en-my\/blog\/?p=1482"},"modified":"2025-10-10T13:46:16","modified_gmt":"2025-10-10T05:46:16","slug":"manufacturers-digital-transformation","status":"publish","type":"post","link":"https:\/\/www.sage.com\/en-my\/blog\/manufacturers-digital-transformation\/","title":{"rendered":"Why manufacturers need to invest in digital transformation"},"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-my\/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\tWhy manufacturers need to invest in digital transformation\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<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=\"2020-03-04T08:21:15+08:00\">4 March, 2020<\/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=\"Why manufacturers need to invest in digital transformation\"\n\t\t\tdata-share-url=\"https:\/\/www.sage.com\/en-my\/blog\/manufacturers-digital-transformation\/\"\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<\/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-my\/blog\/author\/owensweeneymalaysing\/\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"40\" height=\"40\" src=\"https:\/\/www.sage.com\/en-my\/blog\/wp-content\/uploads\/sites\/25\/2020\/03\/Owen_sage-advice-002-350x350.jpg\" class=\"entry-author__image\" alt=\"\" srcset=\"https:\/\/www.sage.com\/en-my\/blog\/wp-content\/uploads\/sites\/25\/2020\/03\/Owen_sage-advice-002-350x350.jpg 350w, https:\/\/www.sage.com\/en-my\/blog\/wp-content\/uploads\/sites\/25\/2020\/03\/Owen_sage-advice-002.jpg 512w\" sizes=\"auto, (max-width: 40px) 100vw, 40px\" \/>\t\t\t\t<span class=\"entry-author__name\">Owen Sweeney<\/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\n\n<p>Globally, digital transformation in manufacturing processes are moving forward \u2013 customers demand more of them, which means they need to invest in gaining that edge, securing growth, improving products and winning in their markets.<\/p>\n\n\n\n<p>Jason Chester is the director of Global Channel Programs at&nbsp;<a id=\"external_link_1\" class=\"SWhtmlLink\" href=\"https:\/\/www.infinityqs.com\/blog\/authors\/jason-chester\" target=\"_blank\" rel=\"noopener noreferrer\">InfinityQS<\/a>, a company that provides Statistical Process Control (SPC) software and services to manufacturers globally. He has more than 20 years of experience in the enterprise IT industry, and has a background as an industry analyst and writer.<\/p>\n\n\n\n<p>We asked him how businesses can make the best use of technology to increase their productivity, efficiency and effectiveness \u2013 to&nbsp;increase profits and ensure long-term success.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-with-digital-transformation-what-should-businesses-be-thinking-about-when-moving-away-from-legacy-enterprise-applications\"><strong>With digital transformation, what should businesses be thinking about when moving away from legacy enterprise applications?<\/strong><\/h2>\n\n\n\n<p>There\u2019s a new genre of \u201cintelligent\u201d enterprise applications \u2013 it\u2019s about the future of these applications within the business, such as intelligent ERP, intelligent CRM, intelligent marketing automation solutions, intelligence finance, intelligence HR and so on.<\/p>\n\n\n\n<p>If you look at the past 20 or 30 years, large organisations used large monolithic enterprise applications to automate a lot of business processes, picking the low-hanging fruit.<\/p>\n\n\n\n<p>You can walk into manufacturing organisations, banks, insurers and retailers, and the efficiencies they\u2019ve gained from these enterprise applications have already been achieved.<\/p>\n\n\n\n<p>We\u2019re on to diminishing returns \u2013 it\u2019s hard to make strides in improvements within the business.<\/p>\n\n\n\n<p>But at the same time, these companies must understand that the markets they are serving are changing dramatically. If you look at manufacturing, there are significant changing consumer trends such as a loss of brand loyalty.<\/p>\n\n\n\n<p>Customers can go online and compare different products from different sources instantly. With sophisticated global logistics, you can get products sent from places across the globe, as easily as you can domestically.<\/p>\n\n\n\n<p>Businesses can\u2019t respond to this change with the traditional methods we\u2019ve been using. We\u2019re now moving from an era of automation, which we\u2019ve had for the last two to three decades, to one which I call optimisation.<\/p>\n\n\n\n<div class=\"single-cta gated-content\">\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\">Free ebook: Streamline your business operational process<\/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>Discover how 3 technology trends can help you overcome today\u2019s top 4 industry challenges.<\/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-c419cd47-eddf-4c81-91ff-1e559be585ec\"\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>Download eBook<\/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=\"1064\" height=\"810\" src=\"https:\/\/www.sage.com\/en-my\/blog\/wp-content\/uploads\/sites\/25\/2019\/06\/GettyImages-510162486-1064x810.jpg\" class=\"single-cta__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/en-my\/blog\/wp-content\/uploads\/sites\/25\/2019\/06\/GettyImages-510162486-1064x810.jpg 1064w\" sizes=\"auto, (min-width: 48em) 33vw, 100vw\" \/>\t\t\t<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-true-optimisation-is-about-advanced-planning-why-is-it-important-for-manufacturing-business-leaders-to-understand-it\"><strong>True optimisation is about advanced planning. Why is it important for manufacturing business leaders to understand it?<\/strong><\/h2>\n\n\n\n<p>Advanced planning is a notoriously difficult and complex problem. \u201cNew\u201d technology that is coming to fruition, such as&nbsp;<a href=\"https:\/\/www.sage.com\/en-my\/blog\/glossary\/what-is-artificial-intelligence\/\" target=\"_blank\" rel=\"noopener noreferrer\">artificial intelligence (AI)<\/a>, big data and the industrial&nbsp;Internet of Things (IoT), can attack these complex optimisation problems in industries like manufacturing and through the&nbsp;<a href=\"https:\/\/www.sage.com\/en-my\/blog\/how-to-create-better-supply-chains-and-achieve-global-success\/\" target=\"_blank\" rel=\"noopener noreferrer\">supply chain<\/a>.<\/p>\n\n\n\n<p>Intelligence will be embedded into applications, providing advanced planning capabilities to operators. Cognitive processes and decision-making will become automated, creating intelligent autonomous applications within business.<\/p>\n\n\n\n<p>This is a very significant change that we\u2019re embarking on in the manufacturing sector, giving rise to trends like&nbsp;<a href=\"https:\/\/www.sage.com\/en-my\/blog\/industry-4-0-factory-of-the-future\/\" target=\"_blank\" rel=\"noopener noreferrer\">Industry 4.0<\/a>&nbsp;and&nbsp;smart manufacturing.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-should-manufacturing-leaders-be-considering\"><strong>What should manufacturing leaders be considering?<\/strong><\/h2>\n\n\n\n<p>My biggest tip is for leaders is to focus on shop floor processes. Look at the anatomy of a manufacturer in a broad sense \u2013 materials and components coming in one end, with finished and semi-finished goods coming out of the other.<\/p>\n\n\n\n<p>A lot of organisations, big and small, have invested a lot in enterprise technology applications in the areas surrounding that \u2013 such as&nbsp;Enterprise Resource Planning (ERP), supply chain and distribution logistics.<\/p>\n\n\n\n<p>But when you look at the actual manufacturing process itself, from when a product goes into production on the shop floor, to when the semi-finished goods leave it, it\u2019s incredibly surprising how much manual processes are still being relied on.<\/p>\n\n\n\n<p>I go into businesses almost every week where they\u2019re quite sophisticated from a technology perspective and have invested heavily over the years.<\/p>\n\n\n\n<p>But then it seems to stop at the shop floor \u2013 you still have operators walking around with clipboards and paper-based forms, writing machine process parameters or test results from the periodic tests they\u2019re doing for the production process.<\/p>\n\n\n\n<p>That\u2019s incredibly inefficient, and not unlocking the potential these businesses have.<\/p>\n\n\n\n<p>We\u2019ve got manufacturers where this leads to raw equipment effectiveness of only 60% or 70%. There\u2019s almost a glass ceiling to get above that number.<\/p>\n\n\n\n<p>It\u2019s largely because they are relying on highly manual processes where they\u2019re not taking intelligence from materials and production, and not using advanced technology to improve these processes dynamically in real time.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-and-for-manufacturers-that-stay-still-what-will-happen-to-them\"><strong>And for manufacturers that stay still, what will happen to them?<\/strong><\/h2>\n\n\n\n<p>There\u2019s an immense price pressure on manufacturers \u2013 they need to make processes faster, while creating products which are cheaper and better.<\/p>\n\n\n\n<p>\u201cPromiscuous\u201d customers don\u2019t have that brand loyalty any more, unlike a few years ago when they would tend to the stick with one product. Now if they have a bad experience, they\u2019ll simply choose a different one of equal quality, which may even have a lower price.<\/p>\n\n\n\n<p>There are risks involved in not addressing these challenges. The manufacturer in question wouldn\u2019t necessary stop growing or perform worse but they may become so marginalised that they won\u2019t be able to survive in the future economy.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-s-your-advice-on-digital-business-transformation\"><strong>What\u2019s your advice on digital business transformation?<\/strong><\/h2>\n\n\n\n<p>Businesses should understand that&nbsp;<a href=\"https:\/\/www.sage.com\/en-my\/blog\/preparing-hr-and-accounting-for-digital-transformation-in-the-back-office\/\" target=\"_blank\" rel=\"noopener noreferrer\">digital transformation<\/a>&nbsp;shouldn\u2019t be limited to certain areas \u2013 it won\u2019t be successful done in this way. You need to look at the business holistically and then put the applications and capabilities in that allow you to achieve your strategic objectives.<\/p>\n\n\n\n<p>Arguably, technology by itself has very little value.<\/p>\n\n\n\n<p>If you look at the iPhone and strip it down to its constituent parts, it\u2019s probably worth a few dollars. But people are happy to spend hundreds, if not thousands of dollars on an iPhone, because of the capability it gives them, which is where the value is created.<\/p>\n\n\n\n<p><span class=\"click-to-tweet\">Digital transformation needs value creation, where you go out to procure capabilities, not just run applications.<\/span><\/p>\n\n\n\n<p>With technology, there\u2019s no silver bullet you can deploy that will transform your business. It\u2019s how you apply the technology solutions within the business that will decide whether it is truly transformative.<\/p>\n\n\n\n<p>You can have a&nbsp;smart factory&nbsp;and a highly transformed digital business but if you don\u2019t have a business or production innovation model to match market needs, then it\u2019s going to be a very expensive waste of time.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-receptive-are-c-suite-executives-to-technology-particularly-in-manufacturing\"><strong>How receptive are C-suite executives to technology, particularly in manufacturing?<\/strong><\/h2>\n\n\n\n<p>\u201cYounger\u201d types of C-level executive,&nbsp;who are receptive and clear about what technology can do for their businesses, are coming to senior positions in large manufacturing organisations.<\/p>\n\n\n\n<p>Previously CxO people might have had a history in traditional manufacturing, and not seen the opportunity quite as well. A fresh breed of senior managers and operators are very skilled in IT. They come into manufacturing and see there isn\u2019t visibility within production processes. That\u2019s driving big change.<\/p>\n\n\n\n<p>In my own conversations with C-level executives, they tend to focus on intelligence and analytics, whereas previously it might have been about process management such as how to make supply chains more efficient or automating processes such as invoice generation.<\/p>\n\n\n\n<p>The conversation has moved from how we can use an incredible asset like information, whether it\u2019s within the four walls of the company or through the integration of external data.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-should-businesses-go-all-in-with-the-cloud\"><strong>Should businesses go all-in with the cloud?<\/strong><\/h2>\n\n\n\n<p>I absolutely believe passionately that cloud will be the de-facto computing model.<\/p>\n\n\n\n<p>The concept of people housing data in their own infrastructure will almost be as bizarre as suggesting that manufacturers generate their own electricity.<\/p>\n\n\n\n<p>That\u2019s not the industry that they\u2019re in \u2013 they\u2019re not technology businesses that make money by creating systems, applications or data centres. Leave that technology expertise to people that make a living out of delivering technology as a utility.<\/p>\n\n\n\n<p>AI is only successful through massive data sets, and you need to store massive amounts of data. You need massive computing power but you don\u2019t need it all the time.<\/p>\n\n\n\n<p>Manufacturers might only need it, for example, if they\u2019re creating a simulation environment or a modelling routine. Why shouldn\u2019t they just pay as they use it rather than pay for very expensive resources as we used to do in IT?<\/p>\n\n\n\n<p>I worked in IT management as a developer, and that\u2019s what you did \u2013 you had a rack of servers in a server room and data centre. I think that concept will become absolutely alien in the next few years.<\/p>\n\n\n\n<p>I\u2019ve had conversations with some large global manufacturers where we\u2019ve talked about cloud, and their answer has been that they are not cloud-ready and not considering it, with concerns about risk and availability.<\/p>\n\n\n\n<p>Then I have a call six months later where the chief information officer (CIO) tells me they have a problem in that they\u2019ve become a cloud-first business, even though they have systems still running in their own data centre.<\/p>\n\n\n\n<p>With&nbsp;<a href=\"https:\/\/www.sage.com\/en-my\/blog\/glossary\/what-is-cloud-computing\/\" target=\"_blank\" rel=\"noopener noreferrer\">cloud computing<\/a>&nbsp;companies, your data will be far more secure using their resources than being in a server on-premise in a factory.<\/p>\n\n\n\n<p>It\u2019ll be a question of economics, in the sense that if you want to capitalise in areas such as AI and machine learning, you\u2019re obviously not going to get signed off internally building a $2bn data centre. You\u2019re going to have to explore those cloud options by default.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-what-are-the-main-digital-transformation-barriers-for-c-level-executives\"><strong>What are the main digital transformation barriers for C-level executives?<\/strong><\/h2>\n\n\n\n<p>One of the big problems is talent, certainly with larger organisations, as they\u2019re in competition with our businesses.<\/p>\n\n\n\n<p>Senior managers are attracted to businesses that are more innovative and put the right investment into innovation. There\u2019s a catch-22 situation for some businesses \u2013 how do you attract talent if you haven\u2019t embarked on digital transformation projects?<\/p>\n\n\n\n<p>Senior managers also struggle to know when they should pull the trigger on these projects. Do they do it now? Do they wait? Where do they even start? A lot of the people within these businesses might have a traditional mindset or come from that kind of culture.<\/p>\n\n\n\n<p>It\u2019s tough to convince traditional manufacturers that they should think about information, and that the better they can \u201cweaponise\u201d information from a market perspective.<\/p>\n\n\n\n<p>It might mean understanding a packaging, filling or mixing machine, comparing it to another one in another part of the factory. How can we alter their characteristics, predict downtime or the maintenance that needs to happen? You can cut costs that don\u2019t need to be there.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-how-can-technology-mitigate-the-effects-of-global-upheaval-for-manufacturers\"><strong>How can technology mitigate the effects of global upheaval for manufacturers?<\/strong><\/h2>\n\n\n\n<p>Technology can help with obvious issues such as labour availability, asking the question of whether it can fill the gap of a disappearing low-wage workforce.<\/p>\n\n\n\n<p>But if you take a step back, issues such as&nbsp;Brexit&nbsp;and trade wars are just signatures of a more real-time economic global environment that we live in today. Barriers to businesses will always manifest very quickly in causing impacts.<\/p>\n\n\n\n<p>Manufacturers need to create a digital or smart environment that can respond to changes in their markets almost in real time, if not near real time.&nbsp;You can\u2019t afford to do a two-year project in responding to a trade or competition issue \u2013 you need to respond and react quickly.<\/p>\n\n\n\n<p>With the rise of ecommerce, competition can spring up almost overnight and take business away from you. You can also miss market opportunities if for example, you don\u2019t have enough inventory when demand suddenly ramps up. Businesses have to be much more responsive to how the global environment changes.<\/p>\n\n\n\n<div class=\"single-cta gated-content\">\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\">Free ebook: Streamline your business operational process<\/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>Discover how 3 technology trends can help you overcome today\u2019s top 4 industry challenges.<\/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-c419cd47-eddf-4c81-91ff-1e559be585ec\"\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>Download eBook<\/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=\"1064\" height=\"810\" src=\"https:\/\/www.sage.com\/en-my\/blog\/wp-content\/uploads\/sites\/25\/2019\/06\/GettyImages-510162486-1064x810.jpg\" class=\"single-cta__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/en-my\/blog\/wp-content\/uploads\/sites\/25\/2019\/06\/GettyImages-510162486-1064x810.jpg 1064w\" sizes=\"auto, (min-width: 48em) 33vw, 100vw\" \/>\t\t\t<\/div>\n<\/div>\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 Newsletter<\/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-9bb1029b-6379-408c-b78c-6f45c352c6f3\"\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-my\/blog\/wp-content\/uploads\/sites\/25\/2022\/04\/GettyImages-1178687924-1440x810.jpg\" class=\"single-cta__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/en-my\/blog\/wp-content\/uploads\/sites\/25\/2022\/04\/GettyImages-1178687924-1440x810.jpg 1440w\" sizes=\"auto, (min-width: 48em) 33vw, 100vw\" \/>\t\t\t<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Globally, digital transformation in manufacturing processes are moving forward \u2013 customers demand more of them, which means they need to invest in gaining that edge, securing growth, improving products and winning in their markets. Jason Chester is the director of Global Channel Programs at&nbsp;InfinityQS, a company that provides Statistical Process Control (SPC) software and services [&hellip;]<\/p>\n","protected":false},"author":986,"featured_media":605,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_sage_video":false,"post_featured_image_hide":false,"footnotes":""},"categories":[28,29],"tags":[],"business_type":[110],"context":[],"industry":[102],"persona":[85],"imagine_tag":[115,143,118,153,145],"coauthors":[204],"class_list":["post-1482","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology-innovation","category-todays-tech","business_type-medium-sized-business","industry-manufacturing"],"sage_meta":{"region":"en-my","author_name":"Owen Sweeney","featured_image":"https:\/\/www.sage.com\/en-my\/blog\/wp-content\/uploads\/sites\/25\/2019\/06\/GettyImages-685899594.jpg","imagine_tags":{"115":"Business management","143":"Enterprise business","118":"ERP","153":"Manufacturing","145":"Midsized business"}},"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Sage Advice Malaysia","distributor_original_site_url":"https:\/\/www.sage.com\/en-my\/blog","push-errors":false,"_links":{"self":[{"href":"https:\/\/www.sage.com\/en-my\/blog\/api\/wp\/v2\/posts\/1482","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sage.com\/en-my\/blog\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.sage.com\/en-my\/blog\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.sage.com\/en-my\/blog\/api\/wp\/v2\/users\/986"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sage.com\/en-my\/blog\/api\/wp\/v2\/comments?post=1482"}],"version-history":[{"count":0,"href":"https:\/\/www.sage.com\/en-my\/blog\/api\/wp\/v2\/posts\/1482\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sage.com\/en-my\/blog\/api\/wp\/v2\/media\/605"}],"wp:attachment":[{"href":"https:\/\/www.sage.com\/en-my\/blog\/api\/wp\/v2\/media?parent=1482"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sage.com\/en-my\/blog\/api\/wp\/v2\/categories?post=1482"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sage.com\/en-my\/blog\/api\/wp\/v2\/tags?post=1482"},{"taxonomy":"business_type","embeddable":true,"href":"https:\/\/www.sage.com\/en-my\/blog\/api\/wp\/v2\/business_type?post=1482"},{"taxonomy":"context","embeddable":true,"href":"https:\/\/www.sage.com\/en-my\/blog\/api\/wp\/v2\/context?post=1482"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.sage.com\/en-my\/blog\/api\/wp\/v2\/industry?post=1482"},{"taxonomy":"persona","embeddable":true,"href":"https:\/\/www.sage.com\/en-my\/blog\/api\/wp\/v2\/persona?post=1482"},{"taxonomy":"imagine_tag","embeddable":true,"href":"https:\/\/www.sage.com\/en-my\/blog\/api\/wp\/v2\/imagine_tag?post=1482"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.sage.com\/en-my\/blog\/api\/wp\/v2\/coauthors?post=1482"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}