{"id":10209,"date":"2019-10-14T15:21:00","date_gmt":"2019-10-14T19:21:00","guid":{"rendered":"https:\/\/www.sage.com\/en-us\/blog\/?p=10209"},"modified":"2026-02-12T05:13:21","modified_gmt":"2026-02-12T10:13:21","slug":"how-robotics-process-automation-takes-the-robot-out-of-the-human","status":"publish","type":"post","link":"https:\/\/www.sage.com\/en-us\/blog\/how-robotics-process-automation-takes-the-robot-out-of-the-human\/","title":{"rendered":"How robotic process automation takes the robot out of the human"},"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-us\/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\tHow robotic process automation takes the robot out of the human\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 \">Published <time class=\"entry-date published\" datetime=\"2019-10-14T15:21:00-04:00\">October 14, 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=\"How robotic process automation takes the robot out of the human\"\n\t\t\tdata-share-url=\"https:\/\/www.sage.com\/en-us\/blog\/how-robotics-process-automation-takes-the-robot-out-of-the-human\/\"\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-us\/blog\/author\/laurent-charpentier\/\">\n\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"40\" height=\"40\" src=\"https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2022\/10\/1633040987284-350x350.jpg\" class=\"entry-author__image\" alt=\"\" srcset=\"https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2022\/10\/1633040987284-350x350.jpg 350w, https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2022\/10\/1633040987284-768x768.jpg 768w, https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2022\/10\/1633040987284.jpg 800w\" sizes=\"auto, (max-width: 40px) 100vw, 40px\" \/>\t\t\t\t<span class=\"entry-author__name\">Laurent Charpentier<\/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 class=\"wp-block-paragraph\">Business moves fast. As modern CFOs focus on strategic priorities, automation powered by AI will become even more critical for handling routine accounts payable tasks such as invoice processing and vendor audits. And RPA (robotic process automation) will be a key factor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If your finance and accounting departments have not already embraced automation, or are at least moving in that direction, you will soon. According to <a href=\"https:\/\/web.archive.org\/web\/20160205044724\/http:\/www.futuretech.ox.ac.uk\/news-release-oxford-martin-school-study-shows-nearly-half-us-jobs-could-be-risk-computerisation\" target=\"_blank\" rel=\"nofollow noopener\">a study by Oxford University<\/a>, nearly half of U.S. jobs will be subject to digitization, and specifically the global RPA market&nbsp;size is <a href=\"https:\/\/www.grandviewresearch.com\/press-release\/global-robotic-process-automation-rpa-market#targetText=The%20global%20robotic%20process%20automation,31.1%25%20over%20the%20forecast%20period.\" target=\"_blank\" rel=\"noopener\">expected to reach USD 3.97 billion<\/a> by 2025, according to a new study by Grand View Research, Inc.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Organizations will need to embrace RPA and other emerging technologies in order to scale gracefully and remain competitive. AI, machine learning, and RPA will serve to enable organizations to proactively navigate potential issues and opportunities, rather than simply react. Instead of replacing full-time employees, automation can absorb mundane tasks such as data entry and manual routing of invoices, freeing up staff for more value-added contributions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">RPA is also expected to further streamline and improve the financial planning and analysis (FP&amp;A) process over the next several years as adoption becomes more widespread. More than half (58%) of companies expect RPA to have a significant impact on their FP&amp;A processes over the next two years<em>,<\/em> according to a recent survey conducted by the Genpact Research Institute and analyst firm HFS Research.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So, where does RPA come in with regard to invoice processing (AP) automation? RPA is designed for very structured tasks with little need to interpret data. The most obvious function is manually entering data from a paper invoice into the system, among other equally dreary and uninteresting tasks. As <a href=\"https:\/\/www.mckinsey.com\/business-functions\/digital-mckinsey\/our-insights\/the-next-acronym-you-need-to-know-about-rpa\" target=\"_blank\" rel=\"nofollow noopener\">Leslie Willcocks of McKinsey<\/a> puts it,&nbsp;<strong>\u201cRPA takes the robot out of the human.\u201d<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Afraid RPA\u2014or software \u201cbots\u201d will take over your job? Don\u2019t be. Willcocks goes on, \u201cRPA mimics the activity of a human in carrying out a task within a process. It can do repetitive stuff more quickly, accurately, and tirelessly than humans, freeing them to do other tasks <strong><em>requiring human strengths<\/em><\/strong> such as emotional intelligence, reasoning, judgment, strategizing, and interaction with the customer.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>What does an AP professional\u2019s work life look like before and after RPA?<\/strong> At <a href=\"https:\/\/marketplace.intacct.com\/MPListing?lid=a2Di00000009EXQEA2\" target=\"_blank\" rel=\"noopener\">Yooz<\/a>, we predict that as RPA becomes more infused with cognitive capabilities, it will streamline processes with semi-structured and unstructured data as inputs\u2014including extracting data from documents such as contracts and invoices\u2014boosting productivity of the finance team overall and the AP process in particular.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Before RPA:<\/strong>&nbsp;An invoice arrives from a vendor by email, or worse, as a paper document in the mail. An employee downloads the attachment or scans the paper document, searches for and matches the invoice against a purchase order in the ERP system, manually enters the data into the appropriate fields, and puts the invoice into the proper queue for processing.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Repeat the process for each invoice received.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Imagine doing that one task hundreds of times a month! That is the mundane reality of many AP clerks. Not to mention the opportunities for keying errors, duplicating invoices, and misplacing or losing documents in the process.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>After RPA:<\/strong>&nbsp;Software robots can be configured to automatically process invoices upon arrival, whether they arrive electronically or on paper. A robot uses OCR (optical character recognition) to read the invoice, match it to the purchase order, and route it to the proper queue for processing.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The bots won\u2019t ever lose track of a document or make a calculation error. Nor will they ever become bored!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>The impact?<\/strong> \u201cMachine learning, AI, and RPA will go beyond invoice routing to take purchase-to-pay process automation to the next level,\u201d explains Yooz COO Laurent Charpentier. \u201cI believe breakthroughs in these various technologies are going to allow finance leaders to take the next step, to not only understand AP invoices but also gather intelligence from contracts as well.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cModern CFOs are embracing the idea that the finance team should not be spending time on manual transaction-based activities, and they have been taking advantage of automation wherever possible,\u201d <a href=\"https:\/\/cloud.getyooz.com\/white-paper-five-factors-that-will-shape-the-modern-finance-office\" target=\"_blank\" rel=\"nofollow noopener\">said Brett Brenner<\/a>, managing director, KPMG.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">He goes on, \u201cCompanies are looking to up-skill and prepare their financial workforce for the future. <strong>Automation will continue to relieve them of the transactional details so that they can focus on the bigger picture of driving profitability.<\/strong>\u201d<\/p>\n\n\n<div class=\"single-cta\">\n\t<div class=\"single-cta__positioner on-scroll-highlight__target\">\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 our 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 our latest business advice delivered directly to your inbox.<\/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-ab515c6e-7e90-4c2f-a67e-113872516e8b\"\n\t\t\t\t\t\tclass=\"single-cta__button button 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We\u2019ll also look at a cash flow analysis example so you can see how the process is applied practically. \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-26418 post type-post status-publish format-standard has-post-thumbnail hentry category-growth-customers category-strategy-legal-operations tag-business-strategy tag-growing-a-business business_type-small-business business_type-growing-business industry-nonprofit\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/en-us\/blog\/can-nonprofits-make-profit\/\"\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-us\/blog\/wp-content\/uploads\/sites\/2\/2023\/09\/GettyImages-1410117395-684x384.jpg\" class=\"card-post__image\" alt=\"A group of volunteers in blue shirts stands in front of colorful graffiti, with one person holding a notepad and smiling.\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2023\/09\/GettyImages-1410117395-684x384.jpg 684w, https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2023\/09\/GettyImages-1410117395-768x512.jpg 768w, https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2023\/09\/GettyImages-1410117395-1215x810.jpg 1215w\" 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=\"2026-07-30T09:53:50-04:00\">July 30, 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\">1 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\tCan nonprofits make a profit?\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-2 post-32603 post type-post status-publish format-standard has-post-thumbnail hentry category-money-matters category-people-leadership tag-cloud-financial-management tag-cloud-technology tag-distribution tag-manufacturing tag-sage-x3 tag-technology business_type-growing-business industry-distribution industry-manufacturing\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/en-us\/blog\/how-to-reduce-distribution-costs\/\"\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-us\/blog\/wp-content\/uploads\/sites\/2\/2022\/04\/GettyImages-594203315-684x384.jpg\" class=\"card-post__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2022\/04\/GettyImages-594203315-684x384.jpg 684w, https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2022\/04\/GettyImages-594203315-768x432.jpg 768w, https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2022\/04\/GettyImages-594203315-1440x810.jpg 1440w\" 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=\"2026-07-29T12:25:21-04:00\">July 29, 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\">11 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 to reduce distribution costs and optimize profitability\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-29104 post type-post status-publish format-standard has-post-thumbnail hentry category-strategy-legal-operations tag-business-intelligence tag-business-strategy tag-inventory-management business_type-small-business business_type-growing-business\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/en-us\/blog\/abc-analysis\/\"\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-us\/blog\/wp-content\/uploads\/sites\/2\/2022\/04\/GettyImages-1272762106-684x384.jpg\" class=\"card-post__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2022\/04\/GettyImages-1272762106-684x384.jpg 684w, https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2022\/04\/GettyImages-1272762106-768x432.jpg 768w, https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2022\/04\/GettyImages-1272762106-1440x810.jpg 1440w\" 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=\"2026-07-29T10:40:22-04:00\">July 29, 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\">15 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\tABC analysis in inventory management: What it is and why it matters\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-31913 post type-post status-publish format-standard has-post-thumbnail hentry category-technology-innovation tag-cloud-technology tag-customer-acquisition tag-digital-transformation tag-growing-a-business tag-small-business tag-staying-competitive tag-technology business_type-small-business business_type-growing-business industry-software-saas\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/en-us\/blog\/key-saas-metrics-to-track\/\"\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-us\/blog\/wp-content\/uploads\/sites\/2\/2023\/09\/GettyImages-1406088800-684x384.jpg\" class=\"card-post__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2023\/09\/GettyImages-1406088800-684x384.jpg 684w, https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2023\/09\/GettyImages-1406088800-768x512.jpg 768w, https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2023\/09\/GettyImages-1406088800-1215x810.jpg 1215w\" 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=\"2026-07-17T09:57:01-04:00\">July 17, 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\">13 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\tThe essential SaaS business metrics every business should be tracking\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>Business moves fast. As modern CFOs focus on strategic priorities, automation powered by AI will become even more critical for handling routine accounts payable tasks such as invoice processing and vendor audits. And RPA (robotic process automation) will be a key factor. If your finance and accounting departments have not already embraced automation, or are [&hellip;]<\/p>\n","protected":false},"author":1495,"featured_media":9289,"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,"_pwl_sage_podcast_buzzsprout_src":"","footnotes":""},"categories":[43,48],"tags":[145,334,170,396,420,346,304,272],"business_type":[312,41],"lilypad":[],"context":[418,429],"industry":[57,53,55,450],"persona":[150,100,98],"imagine_tag":[209,436],"coauthors":[879],"class_list":["post-10209","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-money-matters","category-technology-innovation","tag-artificial-intelligence","tag-automation","tag-business-strategy","tag-cfo-3-0","tag-cloud-financial-management","tag-cloud-technology","tag-digital-transformation","tag-productivity","business_type-accountants","business_type-growing-business","industry-financial-services","industry-manufacturing","industry-professional-services","industry-software-saas"],"sage_meta":{"region":"en-us","author_name":"Laurent Charpentier","featured_image":"https:\/\/www.sage.com\/en-us\/blog\/wp-content\/uploads\/sites\/2\/2022\/04\/GettyImages-1178687924.jpg","imagine_tags":{"209":"Accounting","436":"Intacct Accounting"}},"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Sage Advice US","distributor_original_site_url":"https:\/\/www.sage.com\/en-us\/blog","push-errors":false,"_links":{"self":[{"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/posts\/10209","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/users\/1495"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/comments?post=10209"}],"version-history":[{"count":0,"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/posts\/10209\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/media\/9289"}],"wp:attachment":[{"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/media?parent=10209"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/categories?post=10209"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/tags?post=10209"},{"taxonomy":"business_type","embeddable":true,"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/business_type?post=10209"},{"taxonomy":"lilypad","embeddable":true,"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/lilypad?post=10209"},{"taxonomy":"context","embeddable":true,"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/context?post=10209"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/industry?post=10209"},{"taxonomy":"persona","embeddable":true,"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/persona?post=10209"},{"taxonomy":"imagine_tag","embeddable":true,"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/imagine_tag?post=10209"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.sage.com\/en-us\/blog\/api\/wp\/v2\/coauthors?post=10209"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}