{"id":33897,"date":"2022-10-11T11:31:33","date_gmt":"2022-10-11T10:31:33","guid":{"rendered":"https:\/\/digileaders.com\/?p=33897"},"modified":"2022-10-11T11:31:33","modified_gmt":"2022-10-11T10:31:33","slug":"data-and-the-future-of-work","status":"publish","type":"post","link":"https:\/\/digileaders.com\/data-and-the-future-of-work\/","title":{"rendered":"Data and the future of work"},"content":{"rendered":"<p><span data-contrast=\"auto\">When was the last time you looked at your approach to KPIs through the lens of\u2026 what if what we are measuring needs to change? Hear me out\u2026<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">As leaders, we tend to get really comfortable with what we\u2019ve always measured.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"auto\">Pipeline<br \/>\n<\/span><\/i><i><\/i><i><span data-contrast=\"auto\">YoY Growth<br \/>\n<\/span><\/i><i><span data-contrast=\"auto\">MQL to SQL conversion<br \/>\n<\/span><\/i><i><span data-contrast=\"auto\">Website traffic<br \/>\nE<\/span><\/i><i><span data-contrast=\"auto\">mployee retention<br \/>\nC<\/span><\/i><i><span data-contrast=\"auto\">ost per customer acquisition<br \/>\n<\/span><\/i><i><span data-contrast=\"auto\">Net Promoter Score<br \/>\nE<\/span><\/i><i><span data-contrast=\"auto\">mployee Pulse Scores<br \/>\n<\/span><\/i><i><span data-contrast=\"auto\">\u2026 and so on and so forth<\/span><\/i><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">In fact, many times, we bring these KPIs with us from company to company. We join a new firm, hone our strategy, examine existing departmental performance, and rally our teams around the weekly and monthly KPIs we will examine to track efficacy against goals. Different company. Different team. But all too often, the exact same KPIs we\u2019ve always tracked.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">But here\u2019s the thing\u2026<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">We know the business world is in a revolution. Companies are evolving their models at a rapid clip. The pace of innovation is accelerating at lightning speed. Teams are working, collaborating, and partnering today in a way they never have before. New business concepts like hybrid work, asynchronous schedules, distributed workforces, to name a few, have become critical parts of our new vernacular.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"auto\">And if our businesses, people, and worlds have fundamentally shifted, then what we measure needs to change.\u00a0<\/span><\/i><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">If we remain tethered to tried-and-true KPIs \u2014 like those listed above \u2014 we are only measuring a small fraction of our current reality.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">So how can we re-examine how we are leveraging data and advanced analytics solutions to fuel our next era of growth? Here are 3 places to begin:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h3>Elevate that which scares you<\/h3>\n<p><span data-contrast=\"auto\">Data can show us the parts of our business that are in need of our greatest attention. Customer churn increases tell us to look at things like customer service, product impact, pricing, competitor landscape, etc. Employee quits force our attention towards things like culture, leadership, and benefits. Slow product release cycles require us to look at our SDLC, team methodologies, and organizational bottlenecks.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">But what if we elevated the things we are most\u00a0<\/span><i><span data-contrast=\"auto\">afraid<\/span><\/i><span data-contrast=\"auto\">\u00a0of before they happen? Using data to measure things like:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<ul>\n<li>How inclusive is our culture?<\/li>\n<li>Do we innovate as fast as our competitors?<\/li>\n<li>Do we act in alignment to our mission and vision?<\/li>\n<li>How psychologically safe does our team feel?<\/li>\n<li>Are we truly differentiated, or quickly falling mainstream?<\/li>\n<li>Are we among the Early Adopters for innovation, or slipping into the company of the Late Laggards?<\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">In other words, consider using data and analytics to predict what could happen before it ever does. Reporting on employee attrition percentages AND psychological safety scores. Monthly renewals AND product market resonance. Growing sales pipeline AND client vitality scores.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">If we start to measure the questions we most need answers to NOW, we can get ahead of the consequence that happens when we don\u2019t take action address today. (Our CEO Rob Lanza recently wrote on the concept of being able to measure anything;\u00a0<\/span><a href=\"https:\/\/sqagroup.com\/yes-you-can-measure-anything\/\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">check it out!<\/span><\/a><span data-contrast=\"auto\">).\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h3>Tap into your dark data<\/h3>\n<p><span data-contrast=\"auto\">Without getting too techie here (I\u2019ll save that for our amazing Advanced Analytics team!), it\u2019s time to talk about dark data.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Dark data is information your company collects, stores, and amasses through normal business activities (emails, customer call records, raw survey data, social media numbers, financial data, etc.), but is not tapped for purposes like analysis to steer business decisions, initiatives, and pursuits. And the more dark data remains unused and dormant, the more likely you are missing opportunities to tap into one of your greatest organizational resources.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">The IDC estimates that\u00a0<\/span><a href=\"https:\/\/www.theguardian.com\/news\/datablog\/2012\/dec\/19\/big-data-study-digital-universe-global-volume\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">only 1%<\/span><\/a><span data-contrast=\"auto\">\u00a0of the world\u2019s data is analyzed. That is a lot of unused data!<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">In the modern work era, we are turning over stones that have never been turned before \u2014 in an exciting way! We are asking new questions like, \u201cShould we opt for self-organizing teams over hierarchies?\u201d, \u201cAre we automating what should no longer be manual?,\u201d \u201cAre we using technology for good?,\u201d \u201cAre we socially responsible as a business?,\u201d and so on and so forth.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Another stone to turn over?<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"auto\">Are we sitting on a wealth of insight via our data that could help us not only turn over stones, but know that as we do and take action, we are doing so because of what the data is telling us, not just what our guts suggests?<\/span><\/i><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h3>Dabble in \u201cAdvanced\u201d<\/h3>\n<p><span data-contrast=\"auto\">There are so many exciting things you can do with data, from building machine learning models to implementing AI solutions to leveraging sentiment analysis and so on.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">As you look to elevate the role data plays within your organization, embrace the \u201cadvanced\u201d part of advanced analytics. These solutions are not mystical, far away, or only for the large enterprises. They are here today.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Just consider a few statistics\u2026<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"auto\">The number of companies using AI in business grew by\u00a0<a href=\"https:\/\/speedlegal.io\/post\/using-ai-powered-document-and-data-analysis-to-make-informed-business-decisions#:~:text=The%20market%20for%20AI%20services,companies%20now%20employ%20AI%20chatbots.\" target=\"_blank\" rel=\"noopener\">270%<\/a>\u00a0between 2015 and 2019<\/span><\/i><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"auto\"><a href=\"https:\/\/pwcartificialintelligence.com\/\" target=\"_blank\" rel=\"noopener\">72%<\/a>\u00a0of companies using AI believe it will make their jobs easier<\/span><\/i><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"auto\"><a href=\"https:\/\/learn.g2.com\/machine-learning-statistics#:~:text=The%20Global%20Machine%20Learning%20Market,%25)%20and%20Europe%20(29%25).\" target=\"_blank\" rel=\"noopener\">65%<\/a>\u00a0of companies planning to adopt machine learning say the technology helps businesses in decision-making<\/span><\/i><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><i><span data-contrast=\"auto\"><a href=\"https:\/\/www.obviously.ai\/post\/machine-learning-stats#:~:text=Machine%20Learning%20in%20Business%20Statistics&amp;text=98.8%25%20of%20firms%20investing%20are,for%20performance%20analysis%20and%20reporting.&amp;text=91.5%25%20of%20leading%20businesses%20have%20ongoing%20investments%20in%20AI.\">91.5%<\/a>\u00a0of leading businesses have ongoing investments in AI<\/span><\/i><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">As you begin to think of the role advanced analytics solutions can play in your organization, consider that:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Emerging is always in the eye of the beholder. No matter where you are on your data journey, it\u2019s OK! Just resolve to take one more step forward today.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">The barrier to entry for adopting AI, ML, NLG, etc., has never been lower. We are not talking about years. It can\u00a0<\/span><a href=\"https:\/\/sqagroup.com\/ai-accelerator\/\"><span data-contrast=\"none\">happen in weeks<\/span><\/a><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">The tech side of the business is not the only side driving advanced analytics adoption. The business side \u2014 think marketers, sales, HR, product, etc. \u2014 are owning a massive part of the advanced analytics budget.\u00a0 In what ways do you want to drive adoption forward in honor of your department, team, and personal leadership?<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">We are re-examining so many critical parts of our business these days from service offerings to team structure to go-to-market initiatives to market penetration, among countless other areas. As you do, consider\u2026<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Are we also re-examining our approach to how we use data? Or is our data still living in a different workplace paradigm?<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<hr \/>\n<p>Originally <a href=\"https:\/\/sqagroup.com\/data-and-the-future-of-work\/\" target=\"_blank\" rel=\"noopener\">posted here<\/a><\/p>\n<p style=\"text-align: center;\"><span class=\"btn-container\"><a class=\"btn btn-md btn-primary\" href=\"https:\/\/digileaders.com\/insights\/\">More thought leadership <i class=\"far fa-caret-right\"><\/i><\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>When was the last time you looked at your approach to KPIs through the lens of\u2026 what if what we are measuring needs to change? Hear me out\u2026\u00a0 As leaders, we tend to get really comfortable with what we\u2019ve always measured.\u00a0\u00a0 Pipeline YoY Growth MQL [&hellip;]<\/p>\n","protected":false},"author":51,"featured_media":33898,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"class_list":["post-33897","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","topic-leadership","topic-ai","topic-digital-skills"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data and the future of work | Digital Leaders<\/title>\n<meta name=\"description\" content=\"When was the last time you looked at your approach to KPIs through the lens of\u2026 what if what we are measuring needs to change? 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