{"id":15317,"date":"2021-04-05T23:19:33","date_gmt":"2021-04-05T17:49:33","guid":{"rendered":"https:\/\/coforge.site\/cigniti\/blog\/?p=15317"},"modified":"2021-04-05T23:33:44","modified_gmt":"2021-04-05T18:03:44","slug":"business-value-test-data-management","status":"publish","type":"post","link":"https:\/\/coforge.site\/cigniti\/blog\/business-value-test-data-management\/","title":{"rendered":"Increasing Business Value with Effective Test Data Management"},"content":{"rendered":"<p><span data-contrast=\"auto\">While digitalization is driving the business world today, technologies like Mobile First and IoT have gained momentum and enterprises are getting influenced to enter the world <\/span><span data-contrast=\"auto\">of<\/span><span data-contrast=\"auto\"> mobility, thereby opening endless opportunities.<\/span><\/p>\n<p><span data-contrast=\"auto\">The flow of data and information is limitless with the surge in adoption of digital trends and technology advancement. <\/span><span data-contrast=\"auto\">Effectively using and managing information is critical to <\/span><span data-contrast=\"auto\">streamlining operations<\/span><span data-contrast=\"auto\">, <\/span><span data-contrast=\"auto\">attracting<\/span> <span data-contrast=\"auto\">&amp;<\/span><span data-contrast=\"auto\"> retaining customers<\/span><span data-contrast=\"auto\">, and pursuing new business opportunities. <\/span><\/p>\n<p><span data-contrast=\"auto\">However, these needs increase demands on underlying IT infrastructure and database systems that are often not up to the task<\/span><span data-contrast=\"auto\"> and <\/span><span data-contrast=\"auto\">create an array of workload challenges<\/span><span data-contrast=\"auto\">.<\/span><\/p>\n<h4 aria-level=\"2\"><strong>The Role of Test Data Management <\/strong><\/h4>\n<p><span data-contrast=\"auto\">As enterprises look to deliver high-quality applications at the lowest possible cost, they need to build out a more agile application infrastructure, and that includes a robust and comprehensive <a href=\"https:\/\/coforge.site\/cigniti\/blog\/4-test-data-management-techniques-empower-software-testing\/\">test data management strategy<\/a>.<\/span><\/p>\n<p><span data-contrast=\"auto\">According to a report published on <\/span><b><i><span data-contrast=\"auto\">Markets and Markets<\/span><\/i><\/b><span data-contrast=\"auto\">, \u201c<\/span><b><i><span data-contrast=\"auto\">The test data management market is expected to grow from USD 584.6 Million in 2017 to USD 1,060.9 Million by 2022, at a Compound Annual Growth Rate (CAGR) of 12.7%<\/span><\/i><\/b><span data-contrast=\"auto\">.<\/span><span data-contrast=\"auto\">\u201d<\/span><\/p>\n<p><span data-contrast=\"auto\">The factors driving the <\/span><span data-contrast=\"auto\">t<\/span><span data-contrast=\"auto\">est <\/span><span data-contrast=\"auto\">d<\/span><span data-contrast=\"auto\">ata <\/span><span data-contrast=\"auto\">m<\/span><span data-contrast=\"auto\">anagement include <\/span><span data-contrast=\"auto\">increased quality of test conditions and growing need for leveraging data integration tools, optimized storage and processing costs, better technical support to black-box testing teams<\/span><span data-contrast=\"auto\">.<\/span><\/p>\n<p><span data-contrast=\"auto\">The increased adoption of <\/span><span data-contrast=\"auto\">test data management<\/span><span data-contrast=\"auto\"> solutions and services by several industry verticals, such as, IT, Telecom, BFSI, healthcare and life sciences, government, and retail have boosted the <\/span><span data-contrast=\"auto\">need for<\/span><span data-contrast=\"auto\"> test data management.<\/span><\/p>\n<p><span data-contrast=\"auto\">T<\/span><span data-contrast=\"auto\">est Data Management plays a key role in ensuring quality roll out of applications at the right time. As a service\/practice, it has matured in most organizations. The predominant activities include sub-setting, masking, data refresh and synthetic creation standardized through Test Data Management, Extract Transform Load (ETL) or Database (DB) tools.<\/span><\/p>\n<p><span data-contrast=\"auto\">In the prevalent agile environment, it is imperative to strategize the test data management efforts.<\/span><\/p>\n<h4 aria-level=\"2\"><strong>Test Data Management practices in an Agile environment that improve business value <\/strong><\/h4>\n<p><span data-contrast=\"auto\">While there are frequent sprints in an agile methodology, the need for an appropriate test data is high and managing this test data yields better results. <\/span><\/p>\n<p><span data-contrast=\"auto\">The best practices to be followed for handling test data management in an agile environment include \u2013 <\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Identifying the appropriate data to test<\/span><\/b><span data-contrast=\"auto\"> \u2013 The data that needs to be tested should be identified appropriately. To do so, one needs to have an end-to-end exposure to the overall business process.<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Creat<\/span><\/b><b><span data-contrast=\"auto\">ing<\/span><\/b><b><span data-contrast=\"auto\"> a replica of Production data<\/span><\/b><span data-contrast=\"auto\"> \u2013 <\/span><span data-contrast=\"auto\">As<\/span> <span data-contrast=\"auto\">the data in the production environment is the best candidate for usage, it is<\/span> <span data-contrast=\"auto\">advisable to create a replica of it. This will <\/span><span data-contrast=\"auto\">result in having<\/span><span data-contrast=\"auto\"> realistic databases<\/span><span data-contrast=\"auto\"> that will act as a baseline for all the test data repositories in the management framework.<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Keeping the data safe and secure \u2013 <\/span><\/b><span data-contrast=\"auto\">In the process of simulating the real data, it is also important to keep the simulated data safe and secure. This will help create a secure repository in the test data management framework and can be reused without any malicious attacks.<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Refreshing the data after every regression cycle \u2013 <\/span><\/b><span data-contrast=\"auto\">Keeping the data in sync with the latest built features is important in creating an effective test data management solution. This help<\/span><span data-contrast=\"auto\">s<\/span><span data-contrast=\"auto\"> maximize your test efficiency.<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Automate as many test cases as possible \u2013 <\/span><\/b><span data-contrast=\"auto\">It is always recommended to automate as many test cases as possible, paving way for agility and less prone to errors.<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">By proper implementation of test data management solutions, it becomes very promising for enterprises to increase their business value while <\/span><span data-contrast=\"auto\">assuring customer experience.<\/span><\/p>\n<p><span data-contrast=\"auto\">However, in the era of digitalization and ever-changing customer needs, every methodology is prone to challenges. It is imperative for businesses to stay focused and take steps to overcome any challenges that come their way.<\/span><\/p>\n<h4 aria-level=\"2\"><strong>Overcome Information Architecture Challenges and Identify New Business Opportunities <\/strong><\/h4>\n<p><span data-contrast=\"auto\">Enterprise architects and CIOs can modernize their data management <\/span><span data-contrast=\"auto\">practices <\/span><span data-contrast=\"auto\">to overcome information architecture challenges and identify new business opportunities.<\/span><span data-contrast=\"auto\"> The key pointers include <\/span><span data-contrast=\"auto\">the following:<\/span><\/p>\n<ol>\n<li data-leveltext=\"%1.\" data-font=\"\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Solutions powered by Artificial Intelligence (AI) and Machine Learning (ML) <\/span><span data-contrast=\"auto\">that <\/span><span data-contrast=\"auto\">directly optimize the performance of data management, which then has a ripple effect throughout a business.<\/span><\/li>\n<li data-leveltext=\"%1.\" data-font=\"\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">R<\/span><span data-contrast=\"auto\">apid reporting and analytics, ranging from computing and processing to compression and data skipping.<\/span><\/li>\n<li data-leveltext=\"%1.\" data-font=\"\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">As IT budgets continue to plateau, it is imperative for enterprises to use staff and financial resources efficiently.<\/span><\/li>\n<li data-leveltext=\"%1.\" data-font=\"\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">F<\/span><span data-contrast=\"auto\">lexibility in choosing the right cloud infrastructure.<\/span> <span data-contrast=\"auto\">Depending on your unique needs, consider which deployments best meet your requirements: on-premise, private cloud, hosted cloud, public cloud, or a hybrid model that leverages various platforms.<\/span><\/li>\n<li data-leveltext=\"%1.\" data-font=\"\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Increase<\/span><span data-contrast=\"auto\">d<\/span><span data-contrast=\"auto\"> scalability and constant availability through shared storage clustering, supplementing on-premise and private cloud with public cloud, and scaling cloud storage and independent compute.<\/span><\/li>\n<li data-leveltext=\"%1.\" data-font=\"\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Support <\/span><span data-contrast=\"auto\">for <\/span><span data-contrast=\"auto\">new data types and sources such as audio<\/span><span data-contrast=\"auto\">&#8211;<\/span><span data-contrast=\"auto\">visual content, event data, social media data, physical documents data, IoT sensor data, and Email Content.<\/span><\/li>\n<li data-leveltext=\"%1.\" data-font=\"\" data-listid=\"1\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">O<\/span><span data-contrast=\"auto\">pen source technology <\/span><span data-contrast=\"auto\">integration <\/span><span data-contrast=\"auto\">by leveraging community innovation and avoiding vendor lock-in and gain access to more data.<\/span> <span data-contrast=\"auto\">Enterprises must ensure that open source solutions are secure, well-integrated, and properly governed.<\/span><\/li>\n<\/ol>\n<p><span data-contrast=\"auto\">According to a recent study conducted by <\/span><b><i><span data-contrast=\"auto\">Forrester<\/span><\/i><\/b><span data-contrast=\"auto\">, \u201c<\/span><b><i><span data-contrast=\"auto\">88% say they need to perform analytics in near-real time on stored streamed data<\/span><\/i><\/b><b><i><span data-contrast=\"auto\">.<\/span><\/i><\/b><span data-contrast=\"auto\">\u201d<\/span><\/p>\n<h4 aria-level=\"2\"><strong>To Sum Up <\/strong><\/h4>\n<p><span data-contrast=\"auto\">While test data management tools have matured over <\/span><span data-contrast=\"auto\">a period<\/span><span data-contrast=\"auto\">, there are still many areas where processes are not standardized. Hence, businesses are not able to yield efficient results that a robust test data management function can deliver. <\/span><\/p>\n<p><span data-contrast=\"auto\">Implementing standardized test data management solution<\/span><span data-contrast=\"auto\">s<\/span><span data-contrast=\"auto\"> can significantly improve quality, reduce risk, and decrease cost for businesses.<\/span><\/p>\n<p><span data-contrast=\"auto\">Cigniti\u2019s <\/span><span data-contrast=\"auto\">extensive <\/span><a href=\"https:\/\/www.cigniti.com\/services\/test-data-management\/?utm_source=blog&amp;utm_medium=hyperlink&amp;utm_campaign=TDM\" target=\"_blank\" rel=\"noopener\"><span data-contrast=\"none\">Test Data Management services<\/span><\/a> <span data-contrast=\"auto\">h<\/span><span data-contrast=\"auto\">elp you improve test effectiveness by using accurate test data, institutionalizing test data management process, implementing test data creation &amp; simulation, data masking, data quality management, data archiving, automating test data management systems, &amp; protecting data sensitivity.<\/span><\/p>\n<p><span data-contrast=\"auto\">The key services offered by Cigniti Data Governance practice include Data profiling &amp; analysis, Data governance, Data provisioning, Data generation, Data environment management, and Data privacy.<\/span><\/p>\n<p><span data-contrast=\"auto\">Cigniti has partnered with vendors such as <\/span><span data-contrast=\"auto\">Neotys<\/span><span data-contrast=\"auto\">, <\/span><span data-contrast=\"auto\">SmartBear<\/span><span data-contrast=\"auto\">, enov8, HP, <\/span><span data-contrast=\"auto\">TestPlant<\/span><span data-contrast=\"auto\">, AppDynamics, <\/span><span data-contrast=\"auto\">Tricentis<\/span><span data-contrast=\"auto\">, and more having expertise in various <\/span><span data-contrast=\"auto\">t<\/span><span data-contrast=\"auto\">est <\/span><span data-contrast=\"auto\">d<\/span><span data-contrast=\"auto\">ata <\/span><span data-contrast=\"auto\">m<\/span><span data-contrast=\"auto\">anagement tools which give our clients the option to choose the right tool based on their requirement and budget.<\/span><\/p>\n<p><span data-contrast=\"auto\">Get in touch to let us help you transform and <\/span><span data-contrast=\"auto\">increase business value with effective <\/span><span data-contrast=\"none\">test data management techniques<\/span><span data-contrast=\"auto\">.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>While digitalization is driving the business world today, technologies like Mobile First and IoT have gained momentum and enterprises are getting influenced to enter the world of mobility, thereby opening endless opportunities. The flow of data and information is limitless with the surge in adoption of digital trends and technology advancement. Effectively using and managing [&hellip;]<\/p>\n","protected":false},"author":20,"featured_media":15318,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[203],"tags":[3472,141,149,3470,3473,449,2580,2583,3471,145,1975,144],"ppma_author":[3727],"class_list":["post-15317","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-big-data-testing","tag-tdm-solution","tag-test-data-management","tag-test-data-management-best-practices","tag-test-data-management-challenges","tag-test-data-management-implementation","tag-test-data-management-process","tag-test-data-management-services","tag-test-data-management-solutions","tag-test-data-management-strategies","tag-test-data-management-strategy","tag-test-data-management-techniques","tag-test-data-management-tools"],"authors":[{"term_id":3727,"user_id":20,"is_guest":0,"slug":"cigniti","display_name":"About Cigniti (A Coforge Company)","avatar_url":{"url":"https:\/\/coforge.site\/cigniti\/blog\/wp-content\/uploads\/2024\/10\/Coforge-blog-Logo.png","url2x":"https:\/\/coforge.site\/cigniti\/blog\/wp-content\/uploads\/2024\/10\/Coforge-blog-Logo.png"},"author_category":"","user_url":"https:\/\/www.cigniti.com\/","last_name":"(A Coforge Company)","first_name":"About Cigniti","job_title":"","description":"Cigniti Technologies Limited, a Coforge company, is the world\u2019s leading AI &amp; IP-led Digital Assurance and Digital Engineering services provider. Headquartered in Hyderabad, India, Cigniti\u2019s 4200+ employees help Fortune 500 &amp; Global 2000 enterprises across 25 countries accelerate their digital transformation journey across various stages of digital adoption and help them achieve market leadership by providing transformation services leveraging IP &amp; platform-led innovation with expertise across multiple verticals and domains.\r\n<br>\r\nLearn more about Cigniti at <a href=\"https:\/\/www.cigniti.com\/\">www.cigniti.com<\/a> and about Coforge at <a href=\"https:\/\/www.coforge.com\/\">www.coforge.com<\/a>."}],"_links":{"self":[{"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/posts\/15317","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/comments?post=15317"}],"version-history":[{"count":0,"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/posts\/15317\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/media\/15318"}],"wp:attachment":[{"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/media?parent=15317"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/categories?post=15317"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/tags?post=15317"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/coforge.site\/cigniti\/blog\/wp-json\/wp\/v2\/ppma_author?post=15317"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}