{"id":2152,"date":"2019-12-23T05:00:28","date_gmt":"2019-12-23T05:00:28","guid":{"rendered":"http:\/\/kusuaks7\/?p=1757"},"modified":"2024-02-05T10:49:08","modified_gmt":"2024-02-05T10:49:08","slug":"augmented-analytics-democratizing-insights-and-empowering-business-users","status":"publish","type":"post","link":"https:\/\/www.experfy.com\/blog\/bigdata-cloud\/augmented-analytics-democratizing-insights-and-empowering-business-users\/","title":{"rendered":"Augmented Analytics: Democratizing Insights and Empowering Business Users"},"content":{"rendered":"\t\t
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\n\t\t\t\t\t\t\t\t\tTraditional data analytics has been revamped; this is the age of augmented analytics. Organizations are now making assured, confident decisions without relying on specialized data science skills or IT support.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tThe entry of augmented analytics into the market has facilitated companies in applying Artificial Intelligence (AI) and Machine Learning (ML) to empower employees across the organization. In this way, they can:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\u2981 Acquire easy-to-understand and detailed insights. Unlike traditional insights, with ML in analytics, they are able to tap into the \u201ccontext.\u201d\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\u2981 Observe patterns and trends.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\u2981 Take advantage of one of the greatest gifts of augmented analytics: data democratization \u2013 allowing information to be accessible to the average non-technical end user.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\u2981 Leverage AI techniques in transforming the content of analytics in terms of development, consumption, and sharing.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tAnalytics has shed its conventional roots and evolved to become intertwined with predictive, conversational, and automated capabilities. Businesses need an analytics solution that can meet the following requirements:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\u2981 Facilitate every user to benefit from analytics.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\u2981 Accelerate the insight-development phase to enhance business processes and their corresponding outcomes.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\n\u2981 Take out the human bias from the equation during the unraveling and generation of new insights.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\u2981 Speculate and forecast the future.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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What Is Augmented Analytics?<\/strong><\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tAccording to Gartner – leading research and advisory firm, augmented analytics refers to:\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\u201cA next-generation data and analytics paradigm that uses machine learning to automate data preparation, insight discovery and insight sharing for a broad range of business users, operational workers and citizen data scientists.\u201d\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tAugmented Analytics incorporates AI, machine learning, and business intelligence into existing workflows. It uses NLP (natural language processing), NLQ (natural language querying), and NLG (natural language generation) to enabled users to gain access to conversational analytics and user-friendly queries. The combination of machine learning and automation offers a view with one-click answers.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tAugmented analytics is implemented in all kinds of industries, including sales and marketing, finance, HR, and accounting.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tAugmented analytics provides a new user experience. Previous analytics solutions were limited to pre-defined KPI\u2019s and required greater manual intervention. On the other hand, augmented analytics uncovers insights that are dynamic in nature for assessing content and figuring out the \u201cimportant\u201d parts from statistical information. The context here taps into user data such as what role they hold, what data they used to find in the past, and the data searched by their respective networks.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Augmented Analytics for All Business Users<\/strong><\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tThe primary point of augmented analytics is to ensure that regular business users can benefit from it. Businesses no longer have to rely on someone with a data-related degree to make sense out of their analytics.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Benefits<\/strong><\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\u2981 Get more time to make confident decisions by optimizing data collection and display designs.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\u2981 Exploit NLP to access critical information smoothly.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\u2981 Use machine learning to present previously hidden insights automatically.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\u2981 Equip analysts with correct and easy-to-use what-if simulation modeling solutions.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\u2981 Seek contextual recommendations to assist with future actions.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tIn a bid to boost analytics using AI, business analysts dig into machine learning via familiar business intelligence (BI) and planning workflows. It discloses new features steadily. The contextual nature of the analytics facilitates users to receive broader and more profound insights in only a few clicks. In this way, they break free from depending on data scientists \u2013 for interpretation, and IT \u2013 for data collection.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tAs human involvement is minimized, this ensures that human bias is diminished too. Hence, augmented analytics promotes a decision-making culture that is solely based on facts and figures.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\nThe use of SAP Analytics Cloud ensures that clients no longer work with cryptic queries to build the pathways for transmitting insights. With conversational queries, all you have to do is ask questions similar to how you do with a colleague, simplifying your search and analysis. In response, the system would grasp the subject like your experienced colleagues, and provide relevant, contextual explanations and visualizations \u2013 all of this is created in real time.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Popular Use Cases<\/strong><\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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<\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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How to Start Your Augmented Analytics Journey<\/strong><\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tSAP Analytics Cloud delivers the priceless asset of augmented analytics to all types of users.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Search to Insight<\/strong><\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tIf a user requires an insight, then they can simply enter a general question on the subject matter, without specifying any dimensions or measures. This query can generate real-time information for connected trends and data relationships.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Smart Insights<\/strong><\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tIn this stage, you can explore your data in more detail. Similarly, you can uncover hidden trends and patterns that were previously overlooked.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Smart Discovery<\/strong><\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tSmart Discovery allows users to examine relationships between variables. You can figure out the key influencers that boost your KPI\u2019s and learn from them.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Smart Predict<\/strong><\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tPrediction is the final stage of the augmented analytics\u2019 journey. It uses machine learning to learn from historical datasets and predicts future events.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Final Thoughts<\/strong><\/h2><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tAugmented analytics has reshaped how decision-makers take action. The integration of augmented analytics in SAP Analytics Cloud has entirely transformed the conversion of data into insights by taking business users closer to data science. AI and ML eliminate human bias and speed up the pace of BI and planning workflows, so decision-makers take fast, assured actions from reliable information.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tIt is imperative that organizations adjust the perspectives of their work culture for decision-making, or else they cannot progress with modern-day digital transformation. They have to reduce their heavy dependence on data analysts, data scientists, and IT professionals. In the age of data, they are in severe need of quick and trusted insights.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Traditional data analytics has been revamped; this is the age of augmented analytics. Organizations are now making assured, confident decisions without relying on specialized data science skills or IT support.The entry of augmented analytics into the market has facilitated companies in applying Artificial Intelligence (AI) and Machine Learning (ML) to empower employees across the organization.<\/p>\n","protected":false},"author":45,"featured_media":3129,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[187],"tags":[94],"ppma_author":[2389],"class_list":["post-2152","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bigdata-cloud","tag-data-science"],"authors":[{"term_id":2389,"user_id":45,"is_guest":0,"slug":"ronald-van-loon","display_name":"Ronald Loon","avatar_url":"https:\/\/www.experfy.com\/blog\/wp-content\/uploads\/2020\/04\/medium_b8ed1652-503c-4009-b367-02519ec656a4-150x150.png","user_url":"http:\/\/www.intelligentworld.org%20","last_name":"Loon","first_name":"Ronald","job_title":"","description":"Ronald van Loon is a\u00a0top10 Big Data, Data Science, IoT, and BI Influencer. He is recognized for his work in the field of digital transformation by such publications and organizations as Onalytica, Dataconomy, and Klout. He is also an author for a number of leading big data websites, including The Guardian, The Datafloq, and Data Science Central, and regularly speaks at renowned events and conferences. You can reach him at LinkedIn<\/a>\u00a0and\u00a0Twitter<\/a>."}],"_links":{"self":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/2152","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/users\/45"}],"replies":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/comments?post=2152"}],"version-history":[{"count":5,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/2152\/revisions"}],"predecessor-version":[{"id":35854,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/2152\/revisions\/35854"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media\/3129"}],"wp:attachment":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media?parent=2152"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/categories?post=2152"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/tags?post=2152"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/ppma_author?post=2152"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}