{"id":1379,"date":"2025-11-07T11:32:35","date_gmt":"2025-11-07T15:32:35","guid":{"rendered":"https:\/\/dbcsap.com\/2025\/07\/24\/improving-master-data-quality-a-successful-diagnostic-review\/"},"modified":"2025-11-07T11:32:35","modified_gmt":"2025-11-07T15:32:35","slug":"improving-master-data-quality-a-successful-diagnostic-review","status":"publish","type":"post","link":"https:\/\/dbcsap.com\/en\/improving-master-data-quality-a-successful-diagnostic-review\/","title":{"rendered":"Improving Master Data Quality: A Successful Diagnostic Review"},"content":{"rendered":"<p data-start=\"172\" data-end=\"278\"><span style=\"color: #333333;\">DBC recently supported one of its clients in carrying out a Master Data Governance (MDG) diagnostic.<\/span><\/p>\n<p data-start=\"280\" data-end=\"510\"><span style=\"color: #333333;\">This client has been using SAP S\/4 since 2023. The company wanted to assess and enhance its practices in managing material, customer, and supplier data, with the goal of aligning its processes with quality standards.<\/span><\/p>\n<h3 data-start=\"517\" data-end=\"569\"><span style=\"color: #333333;\"><strong data-start=\"521\" data-end=\"567\">The objectives of this diagnostic were to:<\/strong><\/span><\/h3>\n<ul>\n<li data-start=\"573\" data-end=\"661\"><span style=\"color: #333333;\">&#8211; Identify strengths and areas for improvement in governance and business processes;<\/span><\/li>\n<li data-start=\"573\" data-end=\"661\"><span style=\"color: #333333;\">&#8211; Analyze the maturity of current practices;<\/span><\/li>\n<li data-start=\"715\" data-end=\"766\"><span style=\"color: #333333;\">&#8211; Propose a concrete and realistic action plan.<\/span><\/li>\n<\/ul>\n<p data-start=\"773\" data-end=\"828\">\n<p data-start=\"773\" data-end=\"828\">\n<p data-start=\"773\" data-end=\"828\"><span style=\"color: #333333;\">Our approach was structured into four key phases:<\/span><\/p>\n<h3 data-start=\"835\" data-end=\"867\"><span style=\"color: #333333;\"><strong data-start=\"839\" data-end=\"865\">1. Project Preparation<\/strong><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p data-start=\"869\" data-end=\"970\"><span style=\"color: #333333;\">This initial phase, carried out during week\u202f1, aimed to lay the foundations for the diagnostic:<\/span><\/p>\n<ul>\n<li data-start=\"974\" data-end=\"1007\"><span style=\"color: #333333;\">&#8211; Organize the project logistics;<\/span><\/li>\n<li data-start=\"1010\" data-end=\"1049\"><span style=\"color: #333333;\">&#8211; Identify the staff to be interviewed;<\/span><\/li>\n<li data-start=\"1010\" data-end=\"1049\"><span style=\"color: #333333;\">&#8211; Set up the project\u2019s document structure;<\/span><\/li>\n<li data-start=\"1010\" data-end=\"1049\"><span style=\"color: #333333;\">&#8211; Hold the kickoff meeting.<\/span><\/li>\n<\/ul>\n<p data-start=\"1126\" data-end=\"1396\">\n<p data-start=\"1126\" data-end=\"1396\"><span style=\"color: #333333;\">It also included a preliminary analysis of constraints and risks and the clarification of key elements: workshop formats, project sponsor identification, involved stakeholders, management of critical absences, information exchange methods, and required access.<\/span><\/p>\n<p data-start=\"1398\" data-end=\"1426\"><span style=\"color: #333333;\"><strong data-start=\"1398\" data-end=\"1424\">Deliverables produced:<\/strong><\/span><\/p>\n<ul>\n<li data-start=\"1428\" data-end=\"1485\">\n<p data-start=\"1430\" data-end=\"1485\"><span style=\"color: #333333;\">List of project participants and contact information;<\/span><\/p>\n<\/li>\n<li data-start=\"1488\" data-end=\"1558\"><span style=\"color: #333333;\">&#8211; Project plan (created in MS Project, the tool chosen by the client);<\/span><\/li>\n<li data-start=\"1488\" data-end=\"1558\"><span style=\"color: #333333;\">&#8211; List of workshops (topics, participants, duration);<\/span><\/li>\n<li data-start=\"1488\" data-end=\"1558\"><span style=\"color: #333333;\">&#8211; List of pre-identified actions and issues.<\/span><\/li>\n<\/ul>\n<h3 data-start=\"1668\" data-end=\"1742\"><\/h3>\n<h3 data-start=\"1668\" data-end=\"1742\"><span style=\"color: #333333;\"><strong data-start=\"1672\" data-end=\"1740\">2. Review of existing processes and mapping of current practices<\/strong><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p data-start=\"1744\" data-end=\"1865\"><span style=\"color: #333333;\">Carried out between weeks\u202f2 and\u202f4, this phase aimed to gain a detailed understanding of the practices in place:<\/span><\/p>\n<ul>\n<li data-start=\"1869\" data-end=\"1911\"><span style=\"color: #333333;\">&#8211; Review documents provided by the client;<\/span><\/li>\n<li data-start=\"1914\" data-end=\"1941\"><span style=\"color: #333333;\">&#8211; Prepare workshop agendas;<\/span><\/li>\n<li data-start=\"1944\" data-end=\"1984\"><span style=\"color: #333333;\">&#8211; Schedule and conduct working sessions;<\/span><\/li>\n<li data-start=\"1987\" data-end=\"2032\"><span style=\"color: #333333;\">&#8211; Analyze current processes and their issues;<\/span><\/li>\n<li data-start=\"2035\" data-end=\"2059\"><span style=\"color: #333333;\">&#8211; Map \u201cas\u2011is\u201d processes.<\/span><\/li>\n<li data-start=\"2035\" data-end=\"2059\"><\/li>\n<\/ul>\n<p data-start=\"2061\" data-end=\"2089\"><span style=\"color: #333333;\"><strong data-start=\"2061\" data-end=\"2087\">Deliverables produced:<\/strong><\/span><\/p>\n<ul>\n<li data-start=\"2093\" data-end=\"2161\"><span style=\"color: #333333;\">&#8211; Workshops on Material, Customer, and Supplier master data objects;<\/span><\/li>\n<li data-start=\"2164\" data-end=\"2196\"><span style=\"color: #333333;\">&#8211; Workshop on the Audit process;<\/span><\/li>\n<li data-start=\"2199\" data-end=\"2276\"><span style=\"color: #333333;\">&#8211; Current process mapping for the three master data objects and for auditing.<\/span><\/li>\n<\/ul>\n<h3 data-start=\"2283\" data-end=\"2340\"><\/h3>\n<h3 data-start=\"2283\" data-end=\"2340\"><span style=\"color: #333333;\"><strong data-start=\"2287\" data-end=\"2338\">3. Maturity assessment and issue identification<\/strong><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p data-start=\"2342\" data-end=\"2406\"><span style=\"color: #333333;\">Also conducted between weeks\u202f2 and\u202f4, this phase involved:<\/span><\/p>\n<ul>\n<li data-start=\"2410\" data-end=\"2481\"><span style=\"color: #333333;\">&#8211; Analyzing information obtained during workshops and document reviews;<\/span><\/li>\n<li data-start=\"2484\" data-end=\"2522\"><span style=\"color: #333333;\">&#8211; Documenting the observations raised;<\/span><\/li>\n<li data-start=\"2525\" data-end=\"2576\"><span style=\"color: #333333;\">&#8211; Assessing the maturity of the observed processes.<\/span><\/li>\n<li data-start=\"2525\" data-end=\"2576\"><\/li>\n<\/ul>\n<p data-start=\"2578\" data-end=\"2613\"><span style=\"color: #333333;\"><strong data-start=\"2578\" data-end=\"2611\">Tools used for this analysis:<\/strong><\/span><\/p>\n<ul>\n<li data-start=\"2617\" data-end=\"2710\"><span style=\"color: #333333;\">&#8211; Business process mapping: FIPEC diagrams, flowcharts, swimlane (cross\u2011functional) diagrams;<\/span><\/li>\n<li data-start=\"2713\" data-end=\"2776\"><span style=\"color: #333333;\">&#8211; Continuous improvement tools: benchmarking and brainstorming;<\/span><\/li>\n<li data-start=\"2779\" data-end=\"2810\"><span style=\"color: #333333;\">&#8211; Other tools: maturity matrix.<\/span><\/li>\n<\/ul>\n<h3 data-start=\"2817\" data-end=\"2866\"><\/h3>\n<h3 data-start=\"2817\" data-end=\"2866\"><span style=\"color: #333333;\"><strong data-start=\"2821\" data-end=\"2864\">4. Recommendations and improvement plan<\/strong><\/span><\/h3>\n<p>&nbsp;<\/p>\n<p data-start=\"2868\" data-end=\"2917\"><span style=\"color: #333333;\">Carried out in week\u202f5, this phase included:<\/span><\/p>\n<ul>\n<li data-start=\"2921\" data-end=\"2953\"><span style=\"color: #333333;\">&#8211; Preparing an improvement plan;<\/span><\/li>\n<li data-start=\"2921\" data-end=\"2953\">&#8211; Presenting the final report.<\/li>\n<li data-start=\"2921\" data-end=\"2953\"><\/li>\n<\/ul>\n<p data-start=\"2988\" data-end=\"3016\"><span style=\"color: #333333;\"><strong data-start=\"2988\" data-end=\"3014\">Deliverables included:<\/strong><\/span><\/p>\n<ul>\n<li data-start=\"3020\" data-end=\"3053\"><span style=\"color: #333333;\">&#8211; A detailed and actionable plan;<\/span><\/li>\n<li data-start=\"3056\" data-end=\"3097\"><span style=\"color: #333333;\">&#8211; A comprehensive report of observations;<\/span><\/li>\n<li data-start=\"3100\" data-end=\"3169\"><span style=\"color: #333333;\">&#8211; Educational sessions organized as needed to support implementation.<\/span><\/li>\n<\/ul>\n<p data-start=\"3176\" data-end=\"3441\">\n<p data-start=\"3176\" data-end=\"3441\"><span style=\"color: #333333;\">We would like to thank the client\u2019s team for their collaboration and openness throughout the process. This type of engagement allows us to actively contribute to building a solid foundation for effective data governance that meets regulatory requirements.<\/span><\/p>\n<p data-start=\"3443\" data-end=\"3501\"><span style=\"color: #333333;\"><strong data-start=\"3443\" data-end=\"3499\">Is your data governance aligned with your ambitions?<\/strong><\/span><\/p>\n<p data-start=\"3503\" data-end=\"3555\"><span style=\"color: #333333;\">Contact us to discuss: <a class=\"cursor-pointer\" style=\"color: #333333;\" target=\"_new\" rel=\"noopener\" data-start=\"3526\" data-end=\"3553\">https:\/\/dbcsap.com\/contact\/<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>DBC recently supported one of its clients in carrying out a Master Data Governance (MDG) diagnostic. This client has been using SAP S\/4 since 2023. The company wanted to assess&#8230;<\/p>\n","protected":false},"author":1,"featured_media":1210,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"wds_primary_category":0,"footnotes":""},"categories":[13],"tags":[],"class_list":{"0":"post-1379","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-blog"},"_links":{"self":[{"href":"https:\/\/dbcsap.com\/en\/wp-json\/wp\/v2\/posts\/1379","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dbcsap.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dbcsap.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dbcsap.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/dbcsap.com\/en\/wp-json\/wp\/v2\/comments?post=1379"}],"version-history":[{"count":0,"href":"https:\/\/dbcsap.com\/en\/wp-json\/wp\/v2\/posts\/1379\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dbcsap.com\/en\/wp-json\/wp\/v2\/media\/1210"}],"wp:attachment":[{"href":"https:\/\/dbcsap.com\/en\/wp-json\/wp\/v2\/media?parent=1379"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dbcsap.com\/en\/wp-json\/wp\/v2\/categories?post=1379"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dbcsap.com\/en\/wp-json\/wp\/v2\/tags?post=1379"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}