{"id":8708,"date":"2022-10-31T09:00:00","date_gmt":"2022-10-31T13:00:00","guid":{"rendered":"https:\/\/www.sage.com\/en-gb\/blog\/?p=10692"},"modified":"2022-10-31T06:34:31","modified_gmt":"2022-10-31T10:34:31","slug":"artificial-intelligence-machine-learning-family-office","status":"publish","type":"post","link":"https:\/\/www.sage.com\/en-ca\/blog\/artificial-intelligence-machine-learning-family-office\/","title":{"rendered":"How AI and machine learning can help family offices work smarter"},"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-ca\/blog\/category\/money-matters\/\" class=\"entry-header__link\">Money Matters<\/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 AI and machine learning can help family offices work smarter\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=\"2022-10-31T09:00:00-04:00\">October 31, 2022<\/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 AI and machine learning can help family offices work smarter\"\n\t\t\tdata-share-url=\"https:\/\/www.sage.com\/en-ca\/blog\/artificial-intelligence-machine-learning-family-office\/\"\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<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-ca\/blog\/author\/ruhulmoksud\/\">\n\t\t\t\t<img decoding=\"async\" alt=\"\" src=\"https:\/\/www.sage.com\/en-gb\/blog\/wp-content\/uploads\/sites\/10\/2020\/04\/Ruhul-Moksud.jpg\" class=\"entry-author__image\" height=\"40\" width=\"40\" fetchpriority=\"high\" \/>\t\t\t\t<span class=\"entry-author__name\">Ruhul Moksud<\/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=\"\">Many family offices (firms that manage private wealth for high net worth individuals) have been taking steps over the past few years to modernize the internal technology systems they rely on to manage their business \u2013 often referred to as the \u2018tech stack\u2019.<\/p>\n\n\n\n<p class=\"\">As families undertake this journey of digital transformation, one of the questions that inevitably arises is around artificial intelligence (AI) and machine learning \u2013 specifically, can these technologies be utilised by a <a href=\"https:\/\/www.investopedia.com\/terms\/f\/family-offices.asp\">family office<\/a> to improve how business is conducted today?<\/p>\n\n\n\n<p class=\"\">The short answer to the question is an emphatic \u2018yes\u2019.<\/p>\n\n\n\n<p class=\"\">There are now many applications that leverage AI and machine learning that can streamline office operations, and an increasing number of forward-looking family offices are taking advantage of them.<\/p>\n\n\n\n<p class=\"\">Here\u2019s what we cover in this article:<\/p>\n\n\n\n<p class=\"\"><a href=\"#how\">How artificial intelligence and machine learning work<\/a><\/p>\n\n\n\n<p class=\"\"><a href=\"#the\">The impact of AI and machine learning on the family office<\/a><\/p>\n\n\n\n<p class=\"\"><a href=\"#looking\">Looking ahead<\/a><\/p>\n\n\n\n<p class=\"\"><div class=\"single-cta\">\n\t<a\n\t\tclass=\"button button--primary gate-9ff064c7-c6b7-4cb3-abe4-42452d9d5586\"\n\t\trole=\"button\"\n\t\tdata-button-location=\"content_area\"\n\t\thref=\"#gate-9ff064c7-c6b7-4cb3-abe4-42452d9d5586\"\n\t>Download your free copy of Success guide for financial leaders in financial services<\/a>\n<\/div>\n<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"how\">How AI and machine learning work<\/h2>\n\n\n\n<p class=\"\">Before we explore how AI and machine learning can benefit a family office, let\u2019s first set the stage as to how these technologies work.<\/p>\n\n\n\n<p class=\"\">In a nutshell, AI and machine learning take the automation of business processes to the next level by making software applications that are \u2018smart\u2019.<\/p>\n\n\n\n<p class=\"\">To do this, artificial intelligence algorithms direct an application to perform certain tasks, and machine learning enables the algorithm to continually learn and get better at doing the job.<\/p>\n\n\n\n<p class=\"\">Combined, these technologies can easily analyse vast quantities of data, predict patterns, spot anomalies, make recommendations, and learn and improve over time.<\/p>\n\n\n\n<p class=\"\">More than likely you are already using AI and machine learning every day.<\/p>\n\n\n\n<p class=\"\">Google Maps and Waze navigation systems, for example, employ AI and machine learning to analyse traffic speed, obtain the best route to a destination, and offer notifications about construction and accidents along the way.<\/p>\n\n\n\n<p class=\"\">Email spam filters use these technologies to aggregate and analyse different signals, such as specific words in the message, metadata (where it\u2019s sent from, who sent it, etc), and your own personal preferences to keep junk out of your inbox.<\/p>\n\n\n\n<p class=\"\">And, when you deposit a cheque through a mobile app, AI and machine learning are working behind the scenes to decipher and convert handwriting on cheques into text via optical character recognition (known as OCR).<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"the\">The impact of AI and machine learning on the family office<\/h2>\n\n\n\n<p class=\"\">Accounting and finance are at the core of every family office and numbers are at the core of accounting.<\/p>\n\n\n\n<p class=\"\">Accurate, comprehensive and timely data provides family office finance professionals with the insights required to make decisions that yield the best outcomes.<\/p>\n\n\n\n<p class=\"\">AI and machine learning put more analytical power directly into the hands of these professionals and other decision makers.<\/p>\n\n\n\n<p class=\"\">While possible use cases are limited only by our imaginations, many practical examples of AI and machine learning are already surfacing within the finance function of family offices, such as:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Accounts payable and receivable<\/h3>\n\n\n\n<p class=\"\">Embedding AI and machine learning into <a href=\"https:\/\/www.sage.com\/en-gb\/sage-business-cloud\/intacct\/\">cloud-based accounting software<\/a> can eliminate the manual effort involved with accounts payable and receivable. <\/p>\n\n\n\n<p class=\"\">For instance, when AI and machine learning algorithms are integrated into the accounts payable (AP) process, the application can read invoices, extract data, code the invoice to the right general ledger accounts, approve the process, and make the payment.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Monthly and quarterly close<\/h3>\n\n\n\n<p class=\"\">Getting the right information as quickly and accurately as possible helps you make better decisions. <\/p>\n\n\n\n<p class=\"\">Cloud-based financial systems infused with AI and machine learning can easily crunch through and analyse larger quantities of internal and external data to help close the books faster.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Better decision-making every day<\/h3>\n\n\n\n<p class=\"\">The same capabilities that speed up the closing process also enable real-time reporting and queries. <\/p>\n\n\n\n<p class=\"\">Data is updated in real time, giving decision makers round-the-clock access to trustworthy and current information and reports. <\/p>\n\n\n\n<p class=\"\">With this information at their fingertips every day, family office managers can easily track trends and take actions as needed to improve outcomes\u2014instead of waiting for reports at the end of the month.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Recommendations<\/h3>\n\n\n\n<p class=\"\">As financial systems get more intelligent, they\u2019ll be able to make action-based recommendations based on the data. <\/p>\n\n\n\n<p class=\"\">For instance, they\u2019ll be able to help family offices predict cash flow over a given time period and recommend actions to take to correct potential shortfalls.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"looking\">Looking ahead<\/h2>\n\n\n\n<p class=\"\">This means that it\u2019s not a question of if \u2013 but when and how quickly \u2013 family offices will put AI and machine learning to work to eliminate routine accounting work, reduce costs, and improve their problem solving and decision-making capabilities.<\/p>\n\n\n\n<p class=\"\">Although some worry that AI and machine learning will put accountants out of work, we disagree.<\/p>\n\n\n\n<p class=\"\">Instead, we see these technologies as complementary to existing business processes.<\/p>\n\n\n\n<p class=\"\">Artificial intelligence and machine learning will automate tasks, speed calculations, and provide easier and faster access to richer information. <\/p>\n\n\n\n<p class=\"\">But humans will still need to analyse, interpret and provide guidance regarding this information.<\/p>\n\n\n\n<p class=\"\">While the technology is still in its early stages, artificial intelligence and machine learning can provide family offices with more efficient and effective ways to ensure that they meet their performance goals.<\/p>\n\n\n\n<p class=\"\">Family office professionals that lead the charge and help their firms take advantage of AI and machine learning will have more time to focus on the more strategic aspects of the business, thereby delivering more value to their organisations.<\/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 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 class=\"cta-content__title\">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-8949a954-88b2-43bb-8b8a-77c53eb34350\"\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-ca\/blog\/wp-content\/uploads\/sites\/12\/2022\/04\/GettyImages-1073797282-1440x810.jpg\" class=\"single-cta__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/en-ca\/blog\/wp-content\/uploads\/sites\/12\/2022\/04\/GettyImages-1073797282-1440x810.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-ca\/blog\/tag\/ai\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\tAI\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-ca\/blog\/tag\/business-finances\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\tbusiness finances\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-ca\/blog\/tag\/midsized-business\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\tmidsized business\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-ca\/blog\/tag\/workplace-technology\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\tworkplace technology\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 class=\"related-posts__heading 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Here\u2019s how CFOs, technologists, and AI experts see it playing out.\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-9853 post type-post status-publish format-standard has-post-thumbnail hentry category-technology-innovation tag-ai tag-cloud-technology business_type-medium-business industry-professional-services\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/en-ca\/blog\/how-ai-can-revolutionize-your-professional-services-operations\/\"\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\" 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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\">4 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 AI can revolutionize your professional services\u00a0operations\u00a0\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-14319 post type-post status-publish format-standard has-post-thumbnail hentry category-money-matters category-trends-insights tag-business-finances tag-business-strategy tag-digital-transformation tag-food-beverage business_type-medium-business industry-food-beverage industry-travel-hospitality\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/en-ca\/blog\/qsr-franchise-financial-kpis-risk-management\/\"\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-ca\/blog\/wp-content\/uploads\/sites\/12\/2026\/02\/QSR-684x384.jpg\" class=\"card-post__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/en-ca\/blog\/wp-content\/uploads\/sites\/12\/2026\/02\/QSR-684x384.jpg 684w, https:\/\/www.sage.com\/en-ca\/blog\/wp-content\/uploads\/sites\/12\/2026\/02\/QSR-768x512.jpg 768w, https:\/\/www.sage.com\/en-ca\/blog\/wp-content\/uploads\/sites\/12\/2026\/02\/QSR.jpg 1200w\" 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=\"2026-02-09T15:27:41-05:00\">February 9, 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\">7 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\tQSR franchise challenges: How quick-serve chains can reduce risk and protect 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-12853 post type-post status-publish format-standard has-post-thumbnail hentry category-money-matters tag-hr tag-midsized-business tag-trending-topics business_type-medium-business industry-healthcare\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/en-ca\/blog\/important-healthcare-kpis\/\"\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-ca\/blog\/wp-content\/uploads\/sites\/12\/2022\/04\/GettyImages-1285289807-684x384.jpg\" class=\"card-post__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/en-ca\/blog\/wp-content\/uploads\/sites\/12\/2022\/04\/GettyImages-1285289807-684x384.jpg 684w, https:\/\/www.sage.com\/en-ca\/blog\/wp-content\/uploads\/sites\/12\/2022\/04\/GettyImages-1285289807-768x432.jpg 768w, https:\/\/www.sage.com\/en-ca\/blog\/wp-content\/uploads\/sites\/12\/2022\/04\/GettyImages-1285289807-1440x810.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=\"2025-09-22T16:24:46-04:00\">September 22, 2025<\/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\">14 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\tImportant healthcare KPIs: Using key performance indicators to achieve your goals\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-13432 post type-post status-publish format-standard has-post-thumbnail hentry category-technology-innovation tag-ai tag-cloud-technology tag-inventory-management tag-manufacturing business_type-medium-business industry-distribution\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/en-ca\/blog\/innovating-in-distribution-with-smart-tech\/\"\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-ca\/blog\/wp-content\/uploads\/sites\/12\/2022\/10\/BrandShootSF_Oct2021_Distribution_0402-JPG-Sage-Advice-684x384.jpeg\" class=\"card-post__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/en-ca\/blog\/wp-content\/uploads\/sites\/12\/2022\/10\/BrandShootSF_Oct2021_Distribution_0402-JPG-Sage-Advice-684x384.jpeg 684w, https:\/\/www.sage.com\/en-ca\/blog\/wp-content\/uploads\/sites\/12\/2022\/10\/BrandShootSF_Oct2021_Distribution_0402-JPG-Sage-Advice-768x512.jpeg 768w, https:\/\/www.sage.com\/en-ca\/blog\/wp-content\/uploads\/sites\/12\/2022\/10\/BrandShootSF_Oct2021_Distribution_0402-JPG-Sage-Advice-1215x810.jpeg 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=\"2025-09-19T10:18:18-04:00\">September 19, 2025<\/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\">8 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\tInnovating in distribution with smart tech\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>Discover how artificial intelligence and machine learning can streamline office operations to make family offices more effective.<\/p>\n","protected":false},"author":1027,"featured_media":8710,"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":[7],"tags":[270,266,263,264],"business_type":[99],"lilypad":[],"context":[],"industry":[],"persona":[],"imagine_tag":[],"coauthors":[393],"class_list":["post-8708","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-money-matters","tag-ai","tag-business-finances","tag-midsized-business","tag-workplace-technology","business_type-medium-business"],"sage_meta":{"region":"en-ca","author_name":"Ruhul 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