{"id":24943,"date":"2025-01-02T16:15:27","date_gmt":"2025-01-02T10:45:27","guid":{"rendered":"https:\/\/www.verdantis.com\/?p=24943"},"modified":"2026-01-30T15:33:14","modified_gmt":"2026-01-30T10:03:14","slug":"sap-mdm","status":"publish","type":"post","link":"https:\/\/www.verdantis.com\/sap-mdm\/","title":{"rendered":"Building Master Data Management Processes in SAP"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"24943\" class=\"elementor elementor-24943\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2b50539 e-flex e-con-boxed e-con e-parent\" data-id=\"2b50539\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c6aa3e7 elementor-widget elementor-widget-heading\" data-id=\"c6aa3e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"background-of-sap-mdm\">Background of SAP &amp; MDM<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2009c44 elementor-widget elementor-widget-text-editor\" data-id=\"2009c44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">Master Data Management (MDM) plays a critical role in modern Enterprise Resource Planning (ERP) systems. SAP has emerged as a leading platform for organizations seeking to manage their master data effectively.<\/p>\n<p data-pm-slice=\"1 1 []\">This article provides an overview of the architecture of master data within SAP systems, explores key SAP modules, and delves into the functionalities of SAP MDM and SAP MDG.<\/p>\n<p data-pm-slice=\"1 1 []\">Additionally, we will discuss their limitations and the challenges organizations face when migrating to S\/4HANA.<\/p>\n<p><\/p>\n<p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c67a27b e-con-full form1 e-flex e-con e-child\" data-id=\"c67a27b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-aa53f9c e-con-full form1 e-flex e-con e-child\" data-id=\"aa53f9c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-6ffb4e0 e-con-full e-flex e-con e-child\" data-id=\"6ffb4e0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fe4d047 elementor-widget elementor-widget-heading\" data-id=\"fe4d047\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Transform your SAP migration into a success story with Verdantis by your side.<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9995f01 elementor-widget elementor-widget-heading\" data-id=\"9995f01\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Free Proof of Concept on your Own Sample Data<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fafe313 e-con-full e-flex e-con e-child\" data-id=\"fafe313\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-006d5ac elementor-widget elementor-widget-metform\" data-id=\"006d5ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"metform.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"mf-response-props-id-23691\" data-previous-steps-style=\"\" data-editswitchopen=\"\" data-response_type=\"alert\" data-erroricon=\"fas fa-exclamation-triangle\" data-successicon=\"fas fa-check\" data-messageposition=\"top\" class=\"   mf-scroll-top-no\">\n\t\t<div class=\"formpicker_warper formpicker_warper_editable\" data-metform-formpicker-key=\"23691\" >\n\t\t\t\t\n\t\t\t<div class=\"mf-widget-container\">\n\t\t\t\t\r\n\t\t<div\r\n\t\t\tid=\"metform-wrap-006d5ac-23691\"\r\n\t\t\tclass=\"mf-form-wrapper\"\r\n\t\t\tdata-form-id=\"23691\"\r\n\t\t\tdata-action=\"https:\/\/www.verdantis.com\/wp-json\/metform\/v1\/entries\/insert\/23691\"\r\n\t\t\tdata-wp-nonce=\"d3326248c8\"\r\n\t\t\tdata-form-nonce=\"f6f077c682\"\r\n\t\t\tdata-quiz-summery = \"false\"\r\n\t\t\tdata-save-progress = \"false\"\r\n\t\t\tdata-form-type=\"general-form\"\r\n\t\t\tdata-stop-vertical-effect=\"\"\r\n\t\t\t><\/div>\r\n\r\n\r\n\t\t<!----------------------------- \r\n\t\t\t* controls_data : find the the props passed indie of data attribute\r\n\t\t\t* props.SubmitResponseMarkup : contains the markup of error or success message\r\n\t\t\t* https:\/\/developer.mozilla.org\/en-US\/docs\/Web\/JavaScript\/Reference\/Template_literals\r\n\t\t--------------------------- -->\r\n\r\n\t\t\t\t<script type=\"text\/mf\" class=\"mf-template\">\r\n\t\t\tfunction controls_data (value){\r\n\t\t\t\tlet currentWrapper = \"mf-response-props-id-23691\";\r\n\t\t\t\tlet currentEl = document.getElementById(currentWrapper);\r\n\t\t\t\t\r\n\t\t\t\treturn currentEl ? currentEl.dataset[value] : false\r\n\t\t\t}\r\n\r\n\r\n\t\t\tlet is_edit_mode = '' ? true : false;\r\n\t\t\tlet message_position = controls_data('messageposition') || 'top';\r\n\r\n\t\t\t\r\n\t\t\tlet message_successIcon = controls_data('successicon') || '';\r\n\t\t\tlet message_errorIcon = controls_data('erroricon') || '';\r\n\t\t\tlet message_editSwitch = controls_data('editswitchopen') === 'yes' ? true : false;\r\n\t\t\tlet message_proClass = controls_data('editswitchopen') === 'yes' ? 'mf_pro_activated' : '';\r\n\t\t\t\r\n\t\t\tlet is_dummy_markup = is_edit_mode && message_editSwitch ? true : false;\r\n\r\n\t\t\t\r\n\t\t\treturn html`\r\n\t\t\t\t<form\r\n\t\t\t\t\tclassName=\"metform-form-content\"\r\n\t\t\t\t\tref=${parent.formContainerRef}\r\n\t\t\t\t\tonSubmit=${ validation.handleSubmit( parent.handleFormSubmit ) }\r\n\t\t\t\t\r\n\t\t\t\t\t>\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\t\t${is_dummy_markup ? message_position === 'top' ?  props.ResponseDummyMarkup(message_successIcon, message_proClass) : '' : ''}\r\n\t\t\t\t\t${is_dummy_markup ? ' ' :  message_position === 'top' ? props.SubmitResponseMarkup`${parent}${state}${message_successIcon}${message_errorIcon}${message_proClass}` : ''}\r\n\r\n\t\t\t\t\t<!--------------------------------------------------------\r\n\t\t\t\t\t*** IMPORTANT \/ DANGEROUS ***\r\n\t\t\t\t\t${html``} must be used as in immediate child of \"metform-form-main-wrapper\"\r\n\t\t\t\t\tclass otherwise multistep form will not run at all\r\n\t\t\t\t\t---------------------------------------------------------->\r\n\r\n\t\t\t\t\t<div className=\"metform-form-main-wrapper\" key=${'hide-form-after-submit'} ref=${parent.formRef}>\r\n\t\t\t\t\t${html`\r\n\t\t\t\t\t\t\t\t<div data-elementor-type=\"wp-post\" key=\"2\" data-elementor-id=\"23691\" className=\"elementor elementor-23691\" data-elementor-post-type=\"metform-form\">\n\t\t\t\t\t\t<section className=\"elementor-section elementor-top-section elementor-element elementor-element-477805c elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"477805c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div className=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div className=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-00e94c5\" data-id=\"00e94c5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div className=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section className=\"elementor-section elementor-inner-section elementor-element elementor-element-d2693af elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d2693af\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div className=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div className=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-ff58a6e\" data-id=\"ff58a6e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div className=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div className=\"elementor-element elementor-element-b104bf6 elementor-widget elementor-widget-mf-text\" data-id=\"b104bf6\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;mf_input_name&quot;:&quot;mf-first-name&quot;}\" data-widget_type=\"mf-text.default\">\n\t\t\t\t<div className=\"elementor-widget-container\">\n\t\t\t\t\t\r\n\t\t<div className=\"mf-input-wrapper\">\r\n\t\t\t\r\n\t\t\t<input\r\n\t\t\t\ttype=\"text\"\r\n\t\t\t\tclassName=\"mf-input mf-conditional-input\"\r\n\t\t\t\tid=\"mf-input-text-b104bf6\"\r\n\t\t\t\tname=\"mf-first-name\"\r\n\t\t\t\tplaceholder=\"${ parent.decodeEntities(`Your name here`) } \"\r\n\t\t\t\t\t\t\t\t\tonInput=${parent.handleChange}\r\n\t\t\t\t\tonBlur=${parent.handleChange}\r\n\t\t\t\t\taria-invalid=${validation.errors['mf-first-name'] ? 'true' : 'false'}\r\n\t\t\t\t\tref=${el =>{\r\n\t\t\t\t\t\t\t\t\t\t\t\tparent.activateValidation({\"message\":\"This field is required.\",\"minLength\":1,\"maxLength\":\"\",\"type\":\"none\",\"required\":true,\"expression\":\"null\"}, el)\r\n\t\t\t\t\t}}\r\n\t\t\t\t\t\t\t\t\/>\r\n\r\n\t\t\t\t\t\t\t<${validation.ErrorMessage}\r\n\t\t\t\t\terrors=${validation.errors}\r\n\t\t\t\t\tname=\"mf-first-name\"\r\n\t\t\t\t\tas=${html`<span className=\"mf-error-message\"><\/span>`}\r\n\t\t\t\t\t\/>\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div className=\"elementor-element elementor-element-bdccbcc elementor-widget elementor-widget-mf-email\" data-id=\"bdccbcc\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;mf_input_name&quot;:&quot;mf-email&quot;}\" data-widget_type=\"mf-email.default\">\n\t\t\t\t<div className=\"elementor-widget-container\">\n\t\t\t\t\t\r\n\t\t<div className=\"mf-input-wrapper\">\r\n\t\t\t\r\n\t\t\t<input \r\n\t\t\t\ttype=\"email\" \r\n\t\t\t\t \r\n\t\t\t\tdefaultValue=\"\" \r\n\t\t\t\tclassName=\"mf-input mf-conditional-input\" \r\n\t\t\t\tid=\"mf-input-email-bdccbcc\" \r\n\t\t\t\tname=\"mf-email\" \r\n\t\t\t\tplaceholder=\"${ parent.decodeEntities(`Add email`) } \" \r\n\t\t\t\t \r\n\t\t\t\tonBlur=${parent.handleChange} onFocus=${parent.handleChange} aria-invalid=${validation.errors['mf-email'] ? 'true' : 'false' } \r\n\t\t\t\tref=${el=> parent.activateValidation({\"message\":\"This field is required.\",\"emailMessage\":\"Please enter a valid Email address\",\"minLength\":1,\"maxLength\":\"\",\"type\":\"none\",\"required\":true,\"expression\":\"null\"}, el)}\r\n\t\t\t\t\t\t\t\/>\r\n\r\n\t\t\t\t\t\t<${validation.ErrorMessage} \r\n\t\t\t\terrors=${validation.errors} \r\n\t\t\t\tname=\"mf-email\" \r\n\t\t\t\tas=${html`<span className=\"mf-error-message\"><\/span>`}\r\n\t\t\t\/>\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div className=\"elementor-element elementor-element-c9b6106 elementor-widget elementor-widget-mf-text\" data-id=\"c9b6106\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;mf_input_name&quot;:&quot;mf-subject&quot;}\" data-widget_type=\"mf-text.default\">\n\t\t\t\t<div className=\"elementor-widget-container\">\n\t\t\t\t\t\r\n\t\t<div className=\"mf-input-wrapper\">\r\n\t\t\t\r\n\t\t\t<input\r\n\t\t\t\ttype=\"text\"\r\n\t\t\t\tclassName=\"mf-input mf-conditional-input\"\r\n\t\t\t\tid=\"mf-input-text-c9b6106\"\r\n\t\t\t\tname=\"mf-subject\"\r\n\t\t\t\tplaceholder=\"${ parent.decodeEntities(`Company`) } \"\r\n\t\t\t\t\t\t\t\t\tonInput=${parent.handleChange}\r\n\t\t\t\t\tonBlur=${parent.handleChange}\r\n\t\t\t\t\taria-invalid=${validation.errors['mf-subject'] ? 'true' : 'false'}\r\n\t\t\t\t\tref=${el =>{\r\n\t\t\t\t\t\t\t\t\t\t\t\tparent.activateValidation({\"message\":\"This field is required.\",\"minLength\":1,\"maxLength\":\"\",\"type\":\"none\",\"required\":true,\"expression\":\"null\"}, el)\r\n\t\t\t\t\t}}\r\n\t\t\t\t\t\t\t\t\/>\r\n\r\n\t\t\t\t\t\t\t<${validation.ErrorMessage}\r\n\t\t\t\t\terrors=${validation.errors}\r\n\t\t\t\t\tname=\"mf-subject\"\r\n\t\t\t\t\tas=${html`<span className=\"mf-error-message\"><\/span>`}\r\n\t\t\t\t\t\/>\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div className=\"elementor-element elementor-element-2d6695d elementor-widget elementor-widget-mf-telephone\" data-id=\"2d6695d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;mf_input_name&quot;:&quot;mf-telephone&quot;}\" data-widget_type=\"mf-telephone.default\">\n\t\t\t\t<div className=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<div className=\"mf-input-wrapper\">\n\t\t\t\n\t\t\t<input\n\t\t\t\ttype=\"tel\"\n\t\t\t\tclassName=\"mf-input \"\n\t\t\t\tid=\"mf-input-telephone-2d6695d\" \n\t\t\t\tname=\"mf-telephone\"\n\t\t\t\tplaceholder=\"${ parent.decodeEntities(`Contact Number`) } \"\n\t\t\t\t\t\t\t\t\tonInput=${parent.handleChange}\n\t\t\t\t\taria-invalid=${validation.errors['mf-telephone'] ? 'true' : 'false'}\n\t\t\t\t\tref=${el => parent.activateValidation({\"message\":\"This field is required.\",\"minLength\":1,\"maxLength\":\"\",\"type\":\"none\",\"required\":true,\"expression\":\"null\"}, el)}\n\t\t\t\t\t\t\t\t\/>\n\t\t\t\n\t\t\t\t\t\t\t<${validation.ErrorMessage}\n\t\t\t\t\terrors=${validation.errors}\n\t\t\t\t\tname=\"mf-telephone\"\n\t\t\t\t\tas=${html`<span className=\"mf-error-message\"><\/span>`}\n\t\t\t\t\t\/>\n\t\t\t\n\t\t\t\n\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div className=\"elementor-element elementor-element-ec8264c elementor-widget elementor-widget-mf-text\" data-id=\"ec8264c\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;mf_input_name&quot;:&quot;mf-text-message01&quot;}\" data-widget_type=\"mf-text.default\">\n\t\t\t\t<div className=\"elementor-widget-container\">\n\t\t\t\t\t\r\n\t\t<div className=\"mf-input-wrapper\">\r\n\t\t\t\r\n\t\t\t<input\r\n\t\t\t\ttype=\"text\"\r\n\t\t\t\tclassName=\"mf-input \"\r\n\t\t\t\tid=\"mf-input-text-ec8264c\"\r\n\t\t\t\tname=\"mf-text-message01\"\r\n\t\t\t\tplaceholder=\"${ parent.decodeEntities(`Message`) } \"\r\n\t\t\t\t\t\t\t\t\tonInput=${parent.handleChange}\r\n\t\t\t\t\tonBlur=${parent.handleChange}\r\n\t\t\t\t\taria-invalid=${validation.errors['mf-text-message01'] ? 'true' : 'false'}\r\n\t\t\t\t\tref=${el =>{\r\n\t\t\t\t\t\t\t\t\t\t\t\tparent.activateValidation({\"message\":\"This field is required.\",\"minLength\":1,\"maxLength\":\"\",\"type\":\"none\",\"required\":false,\"expression\":\"null\"}, el)\r\n\t\t\t\t\t}}\r\n\t\t\t\t\t\t\t\t\/>\r\n\r\n\t\t\t\t\t\t\t<${validation.ErrorMessage}\r\n\t\t\t\t\terrors=${validation.errors}\r\n\t\t\t\t\tname=\"mf-text-message01\"\r\n\t\t\t\t\tas=${html`<span className=\"mf-error-message\"><\/span>`}\r\n\t\t\t\t\t\/>\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div className=\"elementor-element elementor-element-e5e6be7 elementor-widget__width-auto elementor-widget elementor-widget-mf-button\" data-id=\"e5e6be7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"mf-button.default\">\n\t\t\t\t<div className=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div className=\"mf-btn-wraper mf-conditional-input\" data-mf-form-conditional-logic-requirement=\"\">\r\n\t\t\t\t\t\t\t<button type=\"submit\" className=\"metform-btn metform-submit-btn \" id=\"\">\r\n\t\t\t\t\t<span>${ parent.decodeEntities(`Send Message`) } <\/span>\r\n\t\t\t\t<\/button>\r\n\t\t\t        <\/div>\r\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t`}\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t${is_dummy_markup ? message_position === 'bottom' ? props.ResponseDummyMarkup(message_successIcon, message_proClass) : '' : ''}\r\n\t\t\t\t\t${is_dummy_markup ? ' ' : message_position === 'bottom' ? props.SubmitResponseMarkup`${parent}${state}${message_successIcon}${message_errorIcon}${message_proClass}` : ''}\r\n\t\t\t\t\r\n\t\t\t\t<\/form>\r\n\t\t\t`\r\n\t\t<\/script>\r\n\r\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce4ecc6 elementor-widget elementor-widget-heading\" data-id=\"ce4ecc6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Your data is secure and used solely for intended purposes. We prioritize your privacy and protect your information.<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76926f1 elementor-widget elementor-widget-heading\" data-id=\"76926f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<span class=\"elementor-heading-title elementor-size-default\">Trusted By Industry Leaders Worldwide<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b130645 elementor-widget elementor-widget-image-carousel\" data-id=\"b130645\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;4&quot;,&quot;navigation&quot;:&quot;none&quot;,&quot;lazyload&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:100,&quot;speed&quot;:5000,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:50,&quot;sizes&quot;:[]},&quot;slides_to_show_tablet&quot;:&quot;4&quot;,&quot;slides_to_show_mobile&quot;:&quot;3&quot;,&quot;image_spacing_custom_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;infinite&quot;:&quot;yes&quot;,&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Image Carousel\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 of 6\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/1.webp\" alt=\"1\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 of 6\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/2.webp\" alt=\"2\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 of 6\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/3.webp\" alt=\"3\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 of 6\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/4-1.webp\" alt=\"4-1\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"5 of 6\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/5.webp\" alt=\"5\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"6 of 6\"><figure class=\"swiper-slide-inner\"><img class=\"swiper-slide-image swiper-lazy\" data-src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2024\/10\/6.webp\" alt=\"6\" \/><div class=\"swiper-lazy-preloader\"><\/div><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4c61635 elementor-widget elementor-widget-heading\" data-id=\"4c61635\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"understanding-sap-architecture\">Understanding SAP Architecture <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71e34d1 elementor-widget elementor-widget-text-editor\" data-id=\"71e34d1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">Before understanding SAP MDM and SAP MDG, it is important to understand the overall architecture of SAP without getting too technical and what exactly is the objective of maintaining an ERP system in the first place<\/p>\n<p data-pm-slice=\"1 1 []\">An ERP system, like SAP, Oracle JD edwards, Infor etc exist to document, automate, systematize, analyze and standardize business processes across an organization.\u00a0<\/p>\n<p data-pm-slice=\"1 1 []\">Put simply, corporations wish to organize and standardize most business processes to be able to introduce efficient business processes and also to analyze the performance and outcomes of past business processes<\/p>\n<p data-pm-slice=\"1 1 []\">This means &#8220;templatizing&#8221; several business processes, based primarily on business functions; followed by industries.<\/p>\n<p data-pm-slice=\"1 1 []\"><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">ERPs like SAP introduce several such &#8220;templates&#8221; for different business functions, with variations for each industry-type. In SAP speak, these collection of templates are referred to as <a href=\"https:\/\/www.microteklearning.com\/blog\/modules-in-sap\/\" rel=\"nofollow noopener\" target=\"_blank\">&#8220;modules&#8221;<\/a>\u00a0 \u00a0 \u00a0\u00a0<\/span><\/p>\n<p><\/p>\n<p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-060f8f3 elementor-widget elementor-widget-heading\" data-id=\"060f8f3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"modules-in-sap\">Modules in SAP<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-be361bd elementor-widget elementor-widget-text-editor\" data-id=\"be361bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 3 []\">In essence, modules are out of the box software solutions for repetitive business processes across the same function within different companies OR for industry specific use-cases.\u00a0<\/p>\n<p data-pm-slice=\"1 3 []\">There are typically two main types of modules in SAP; functional and technical.\u00a0<span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">\u00a0 \u00a0\u00a0<\/span><\/p>\n<p><\/p>\n<p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-687d83a elementor-widget elementor-widget-heading\" data-id=\"687d83a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"technical-modules\">- Technical Modules<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d159963 elementor-widget elementor-widget-text-editor\" data-id=\"d159963\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 3 []\">Technical modules focus on the customization, integration, and development of SAP systems. These modules ensure the proper implementation and optimization of functional modules. SAP MDM itself is considered a technical module applied across functional modules to manage master data effectively.<\/p>\n<p>Some key technical modules include:<\/p>\n<ul data-spread=\"false\">\n<li>\n<p><strong>SAP Basis<\/strong> \u2013 Provides the foundational layer for SAP system administration and performance management.<\/p>\n<\/li>\n<li>\n<p><strong>SAP ABAP (Advanced Business Application Programming)<\/strong> \u2013 Used for customizing SAP applications.<\/p>\n<\/li>\n<li>\n<p><strong>SAP NetWeaver<\/strong> \u2013 Supports integration across SAP and non-SAP systems.<\/p>\n<\/li>\n<li>\n<p><strong>SAP PI\/PO (Process Integration\/Orchestration)<\/strong> \u2013 Ensures smooth data exchange across enterprise applications.<\/p>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9fd36d9 elementor-widget elementor-widget-heading\" data-id=\"9fd36d9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"functional-modules\">- Functional Modules<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40cdf5c elementor-widget elementor-widget-text-editor\" data-id=\"40cdf5c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 3 []\">These modules focus on specific business processes and provide tools and configurations to meet business requirements.<\/p>\n<p>Functional modules are designed to handle the operational aspects of an organization, such as finance, production, logistics, sales and marketing and human resources.<\/p>\n<p data-pm-slice=\"1 3 []\">Here are a few examples of different functional modules within SAP<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-08a650e e-con-full e-flex e-con e-child\" data-id=\"08a650e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-dd5939c e-con-full pointer e-flex e-con e-child\" data-id=\"dd5939c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-04e9a5a elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"04e9a5a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icofont icofont-chart-line\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSAP FI <br>(Financial Accounting)\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c0f890 elementor-widget elementor-widget-text-editor\" data-id=\"5c0f890\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: left;\">Manages financial transactions, reporting, and analysis.<\/p>\n<p style=\"text-align: left;\"><strong>Submodules:<\/strong> Accounts Payable, Accounts Receivable, General Ledger.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ff2c9d4 e-con-full pointer e-flex e-con e-child\" data-id=\"ff2c9d4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c96588d elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"c96588d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"bi bi-columns-gap\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSAP MM <br>(Material Management)\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b574c5 elementor-widget elementor-widget-text-editor\" data-id=\"1b574c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: left;\">Manages procurement, inventory, and warehouse functions.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0db22fb e-con-full pointer e-flex e-con e-child\" data-id=\"0db22fb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-472b48a elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"472b48a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"ico ico-chart-bars\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSAP CO <br> (Controlling)\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d228193 elementor-widget elementor-widget-text-editor\" data-id=\"d228193\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: left;\"><span style=\"color: #000000;\">Focuses on planning, tracking, and monitoring costs.<\/span><\/p>\n<p style=\"text-align: left;\"><span style=\"color: #000000;\"><strong>Submodules:<\/strong> Cost Center Accounting, Profitability Analysis.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c9336ab e-con-full pointer e-flex e-con e-child\" data-id=\"c9336ab\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0251f43 elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"0251f43\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"flaticon flaticon-money\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSAP SD <br> (Sales and Distribution)\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bbb9f0e elementor-widget elementor-widget-text-editor\" data-id=\"bbb9f0e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: left;\">Handles sales, shipping, billing, and customer relationship management.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-604ba5b e-con-full pointer e-flex e-con e-child\" data-id=\"604ba5b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-96d4169 elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"96d4169\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"flaticon flaticon-team-1\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSAP PP <br>(Production Planning)\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c4cc9d elementor-widget elementor-widget-text-editor\" data-id=\"1c4cc9d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: left;\">Covers manufacturing processes like planning, execution, and quality checks.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5cb2eda e-con-full pointer e-flex e-con e-child\" data-id=\"5cb2eda\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b650abe elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"b650abe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"flaticon flaticon-team-1\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSAP HR<br> (Human Resources)\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4047b95 elementor-widget elementor-widget-text-editor\" data-id=\"4047b95\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: left;\">Focuses on employee management, payroll, and recruitment.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1ed3d3d e-con-full pointer e-flex e-con e-child\" data-id=\"1ed3d3d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b0d27dd elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"b0d27dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"flaticon flaticon-team-1\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSAP WM<br> (Warehouse Management)\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e97ffc8 elementor-widget elementor-widget-text-editor\" data-id=\"e97ffc8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: left;\">Manages warehouse operations and stock movements.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4c61002 e-con-full pointer e-flex e-con e-child\" data-id=\"4c61002\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-835b284 elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"835b284\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"flaticon flaticon-team-1\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSAP QM <br>(Quality Management)\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a8df78 elementor-widget elementor-widget-text-editor\" data-id=\"0a8df78\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Ensures product quality and compliance.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-50e7db9 e-con-full pointer e-flex e-con e-child\" data-id=\"50e7db9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dcccb4f elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"dcccb4f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"flaticon flaticon-team-1\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSAP PM <br> (Plant Maintenance)\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2efc314 elementor-widget elementor-widget-text-editor\" data-id=\"2efc314\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Handles maintenance activities for equipment and machinery.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f31c8f2 e-con-full e-flex e-con e-child\" data-id=\"f31c8f2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e5dcc70 elementor--h-position-center elementor--v-position-middle elementor-arrows-position-inside elementor-widget elementor-widget-slides\" data-id=\"e5dcc70\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;navigation&quot;:&quot;arrows&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;infinite&quot;:&quot;yes&quot;,&quot;transition&quot;:&quot;slide&quot;,&quot;transition_speed&quot;:500}\" data-widget_type=\"slides.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper\">\n\t\t\t\t\t<div class=\"elementor-slides-wrapper elementor-main-swiper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Slides\" dir=\"ltr\" data-animation=\"fadeInRight\">\n\t\t\t\t<div class=\"swiper-wrapper elementor-slides\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-repeater-item-8111b3c swiper-slide\" role=\"group\" aria-roledescription=\"slide\"><div class=\"swiper-slide-bg\" role=\"img\"><\/div><a class=\"swiper-slide-inner\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjI4ODQ3IiwidG9nZ2xlIjpmYWxzZX0%3D\"><div class=\"swiper-slide-contents\"><div class=\"elementor-slide-heading\">SAP ERP Consolidation for a Fortune 500 Forest Products Company<\/div><div  class=\"elementor-button elementor-slide-button elementor-size-sm\">Free Case Study Download <\/div><\/div><\/a><\/div><div class=\"elementor-repeater-item-3280b34 swiper-slide\" role=\"group\" aria-roledescription=\"slide\"><div class=\"swiper-slide-bg\" role=\"img\"><\/div><a class=\"swiper-slide-inner\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjI4NjIzIiwidG9nZ2xlIjpmYWxzZX0%3D\"><div class=\"swiper-slide-contents\"><div class=\"elementor-slide-heading\">Elevating Operational Performance with Enhanced Data Quality in Electric Utilities<\/div><div  class=\"elementor-button elementor-slide-button elementor-size-sm\">Free Case Study Download <\/div><\/div><\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\" aria-label=\"Previous slide\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-eicon-chevron-left\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M646 125C629 125 613 133 604 142L308 442C296 454 292 471 292 487 292 504 296 521 308 533L604 854C617 867 629 875 646 875 663 875 679 871 692 858 704 846 713 829 713 812 713 796 708 779 692 767L438 487 692 225C700 217 708 204 708 187 708 171 704 154 692 142 675 129 663 125 646 125Z\"><\/path><\/svg>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\" aria-label=\"Next slide\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-eicon-chevron-right\" viewBox=\"0 0 1000 1000\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M696 533C708 521 713 504 713 487 713 471 708 454 696 446L400 146C388 133 375 125 354 125 338 125 325 129 313 142 300 154 292 171 292 187 292 204 296 221 308 233L563 492 304 771C292 783 288 800 288 817 288 833 296 850 308 863 321 871 338 875 354 875 371 875 388 867 400 854L696 533Z\"><\/path><\/svg>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca5355d elementor-widget elementor-widget-heading\" data-id=\"ca5355d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"master-data-sap-modules\">Master Data &amp; SAP Modules<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9525623 elementor-widget elementor-widget-text-editor\" data-id=\"9525623\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">It now becomes fairly straightforward to see how Master Data fits into this equation. Some modules within SAP will require maintaining a &#8220;master database&#8221; for streamlining operations within said business function<\/p>\n<p data-pm-slice=\"1 1 []\">For example; a material master database is primarily associated with SAP MM (Material Management) but is also heavily used in SAP PP (Production Planning) and SAP PM (Plant Maintenance)<\/p>\n<p class=\"\" data-start=\"4844\" data-end=\"4972\">Some common types of master data include:<\/p>\n<ul data-start=\"4974\" data-end=\"5459\">\n<li class=\"\" data-start=\"4974\" data-end=\"5103\">\n<p class=\"\" data-start=\"4976\" data-end=\"5103\"><strong data-start=\"4976\" data-end=\"5000\">Material Master Data<\/strong> \u2013 Used in <strong data-start=\"5011\" data-end=\"5041\">SAP MM, SAP PP, and SAP PM<\/strong> for inventory tracking, procurement, and production planning.<\/p>\n<\/li>\n<li class=\"\" data-start=\"5104\" data-end=\"5221\">\n<p class=\"\" data-start=\"5106\" data-end=\"5221\"><strong data-start=\"5106\" data-end=\"5130\">Customer Master Data<\/strong> \u2013 Essential for <strong data-start=\"5147\" data-end=\"5168\">SAP SD and SAP FI<\/strong>, ensuring accurate sales transactions and invoicing.<\/p>\n<\/li>\n<li class=\"\" data-start=\"5222\" data-end=\"5332\">\n<p class=\"\" data-start=\"5224\" data-end=\"5332\"><strong data-start=\"5224\" data-end=\"5246\">Vendor Master Data<\/strong> \u2013 Used in <strong data-start=\"5257\" data-end=\"5278\">SAP MM and SAP FI<\/strong> to manage supplier relationships and purchase orders.<\/p>\n<\/li>\n<li class=\"\" data-start=\"5333\" data-end=\"5459\">\n<p class=\"\" data-start=\"5335\" data-end=\"5459\"><strong data-start=\"5335\" data-end=\"5359\">Employee Master Data<\/strong> \u2013 Integral to <strong data-start=\"5374\" data-end=\"5384\">SAP HR<\/strong>, covering payroll processing, tax deductions, and benefits administration.<\/p>\n<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p class=\"\" data-start=\"5461\" data-end=\"5622\">Maintaining high-quality master data ensures seamless business operations and prevents issues such as duplicate records, incorrect pricing, and compliance risks.<\/p>\n<p><\/p>\n<p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a9b6ed elementor-widget elementor-widget-heading\" data-id=\"4a9b6ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"changes-to-sap-mdm-and-mdg-with-s4-hana\">Changes to SAP MDM and MDG with S4\/HANA<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fef9dcd elementor-widget elementor-widget-text-editor\" data-id=\"fef9dcd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The migration to <strong>SAP S\/4HANA<\/strong>, SAP\u2019s next-generation ERP system, has significantly impacted both <strong>SAP MDM<\/strong> (Master Data Management) and <strong>SAP MDG<\/strong> (Master Data Governance). SAP S\/4HANA brings new capabilities, architecture enhancements, and a shift in focus that directly influence how master data is managed and governed.<\/p>\n<p>Here\u2019s a detailed look at the changes and implications for <strong>SAP MDM<\/strong> and <strong>MDG<\/strong> with the advent of S\/4HANA:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-42f5aae e-con-full e-flex e-con e-child\" data-id=\"42f5aae\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-8db2466 e-con-full pointer e-flex e-con e-child\" data-id=\"8db2466\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9a0bf5d elementor-widget elementor-widget-icon-box\" data-id=\"9a0bf5d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSAP MDM and S\/4HANA Migration\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5df3ac9 elementor-widget elementor-widget-text-editor\" data-id=\"5df3ac9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5><span style=\"text-decoration: underline;\"><strong>End of SAP MDM as a Standalone Solution<\/strong><\/span><\/h5>\n<p data-start=\"151\" data-end=\"183\"><strong data-start=\"157\" data-end=\"181\">Phase-Out of SAP MDM<\/strong><\/p>\n<ul data-start=\"184\" data-end=\"387\">\n<li class=\"\" data-start=\"184\" data-end=\"288\">\n<p class=\"\" data-start=\"186\" data-end=\"288\">SAP has officially positioned <strong data-start=\"216\" data-end=\"227\">SAP MDG<\/strong> as the future-focused solution for master data management.<\/p>\n<\/li>\n<li class=\"\" data-start=\"289\" data-end=\"387\">\n<p class=\"\" data-start=\"291\" data-end=\"387\"><strong data-start=\"291\" data-end=\"302\">SAP MDM<\/strong> is no longer actively developed and has limited support in <strong data-start=\"362\" data-end=\"384\">S\/4HANA landscapes<\/strong>.<\/p>\n<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p data-start=\"389\" data-end=\"424\"><strong data-start=\"395\" data-end=\"422\">Impact on Organizations<\/strong><\/p>\n<ul>\n<li data-start=\"427\" data-end=\"562\">Businesses using <strong data-start=\"444\" data-end=\"455\">SAP MDM<\/strong> must transition to <strong data-start=\"475\" data-end=\"486\">SAP MDG<\/strong> or alternative solutions as part of their <strong data-start=\"529\" data-end=\"559\">S\/4HANA migration strategy<\/strong>.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<h5 data-start=\"569\" data-end=\"613\"><span style=\"text-decoration: underline;\"><strong data-start=\"573\" data-end=\"611\">Challenges with SAP MDM in S\/4HANA<\/strong><\/span><\/h5>\n<ul data-start=\"614\" data-end=\"992\">\n<li class=\"\" data-start=\"614\" data-end=\"708\">\n<p class=\"\" data-start=\"616\" data-end=\"708\">Built on SAP NetWeaver, SAP MDM was designed primarily for on-premise deployments.<\/p>\n<\/li>\n<li class=\"\" data-start=\"709\" data-end=\"856\">\n<p class=\"\" data-start=\"711\" data-end=\"856\">S\/4HANA\u2019s focus on real-time data processing, in-memory computing, and cloud readiness exposes SAP MDM\u2019s architectural limitations.<\/p>\n<\/li>\n<li class=\"\" data-start=\"857\" data-end=\"992\">\n<p class=\"\" data-start=\"859\" data-end=\"992\">Lack of native integration with the HANA database negatively impacts SAP MDM\u2019s performance in S\/4HANA environments.<\/p>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4fb1dd1 e-con-full e-flex e-con e-child\" data-id=\"4fb1dd1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-0944f8e e-con-full pointer e-flex e-con e-child\" data-id=\"0944f8e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6dfb5c5 elementor-widget elementor-widget-icon-box\" data-id=\"6dfb5c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h2 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tSAP MDG and S\/4HANA Migration\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h2>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fa1889 elementor-widget elementor-widget-text-editor\" data-id=\"2fa1889\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-start=\"1040\" data-end=\"1084\"><strong data-start=\"1045\" data-end=\"1082\">Enhanced Integration with S\/4HANA<\/strong><\/p>\n<ul data-start=\"1085\" data-end=\"1348\">\n<li class=\"\" data-start=\"1085\" data-end=\"1227\">\n<p class=\"\" data-start=\"1087\" data-end=\"1227\">SAP MDG is tightly integrated with S\/4HANA, leveraging its in-memory computing capabilities and simplified data model.<\/p>\n<\/li>\n<li class=\"\" data-start=\"1228\" data-end=\"1348\">\n<p class=\"\" data-start=\"1230\" data-end=\"1348\">Real-time data validation and governance are now possible through direct integration with the HANA database.<\/p>\n<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p data-start=\"1350\" data-end=\"1393\"><strong>Native Support for HANA Database<\/strong><\/p>\n<ul data-start=\"1394\" data-end=\"1594\">\n<li class=\"\" data-start=\"1394\" data-end=\"1473\">\n<p class=\"\" data-start=\"1396\" data-end=\"1473\">SAP MDG on S\/4HANA benefits from HANA\u2019s high-speed data processing.<\/p>\n<\/li>\n<li class=\"\" data-start=\"1474\" data-end=\"1594\">\n<p class=\"\" data-start=\"1476\" data-end=\"1594\">Features like real-time duplicate detection, advanced analytics, and data validation are significantly enhanced.<\/p>\n<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p data-start=\"1596\" data-end=\"1629\"><strong>Simplified Data Models<\/strong><\/p>\n<ul data-start=\"1630\" data-end=\"1927\">\n<li class=\"\" data-start=\"1630\" data-end=\"1732\">\n<p class=\"\" data-start=\"1632\" data-end=\"1732\">S\/4HANA introduces a streamlined data model, eliminating redundancies and outdated tables.<\/p>\n<\/li>\n<li class=\"\" data-start=\"1733\" data-end=\"1825\">\n<p class=\"\" data-start=\"1735\" data-end=\"1825\">SAP MDG aligns with this new model, improving master data governance efficiency.<\/p>\n<\/li>\n<li class=\"\" data-start=\"1826\" data-end=\"1927\">\n<p class=\"\" data-start=\"1828\" data-end=\"1927\">Example: The removal of aggregate tables simplifies master data management processes.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1929\" data-end=\"1972\">\u00a0<\/p>\n<p data-start=\"1929\" data-end=\"1972\"><strong>Improved Governance Capabilities<\/strong><\/p>\n<ul data-start=\"1973\" data-end=\"2244\">\n<li class=\"\" data-start=\"1973\" data-end=\"2098\">\n<p class=\"\" data-start=\"1975\" data-end=\"2098\">SAP MDG offers pre-configured governance processes for core master data domains (Material, Customer, Vendor).<\/p>\n<\/li>\n<li class=\"\" data-start=\"2099\" data-end=\"2244\">\n<p class=\"\" data-start=\"2101\" data-end=\"2244\">Workflows and change request management are more efficient and user-friendly, aligning with S\/4HANA\u2019s usability improvements.<\/p>\n<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p data-start=\"2246\" data-end=\"2283\"><strong>Data Quality and Analytics<\/strong><\/p>\n<ul data-start=\"2284\" data-end=\"2504\">\n<li class=\"\" data-start=\"2284\" data-end=\"2413\">\n<p class=\"\" data-start=\"2286\" data-end=\"2413\">Integration with SAP Analytics Cloud (SAC) and S\/4HANA enables advanced reporting on master data quality metrics.<\/p>\n<\/li>\n<li class=\"\" data-start=\"2414\" data-end=\"2504\">\n<p class=\"\" data-start=\"2416\" data-end=\"2504\">HANA-powered predictive analytics enhance data enrichment and error detection.<\/p>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec049c0 elementor-widget elementor-widget-heading\" data-id=\"ec049c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"functional-enhancements-in-sap-mdg-for-s-4hana\">Functional Enhancements in SAP MDG for S\/4HANA<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69825a3 elementor-widget elementor-widget-text-editor\" data-id=\"69825a3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h5><span style=\"text-decoration: underline;\"><strong>Key New Features in SAP MDG on S\/4HANA:<\/strong><\/span><\/h5>\n<p><span style=\"color: #0e4d8c;\"><strong>Data Consolidation<\/strong>:<\/span><\/p>\n<ul>\n<li>\n<p>SAP MDG now supports <strong>consolidation scenarios<\/strong> directly on S\/4HANA.<\/p>\n<\/li>\n<li>\n<p>Enables the automatic matching, merging, and de-duplication of master data in real-time.<\/p>\n<\/li>\n<\/ul>\n<div>\u00a0<\/div>\n<p><span style=\"color: #0e4d8c;\"><strong>Machine Learning Integration<\/strong>:<\/span><\/p>\n<ul>\n<li>\n<p><strong>SAP Leonardo<\/strong> and other ML frameworks are integrated to enhance data matching and quality checks.<\/p>\n<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<div><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter wp-image-29734 size-full\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/Key-Features.jpg\" alt=\"\" width=\"1920\" height=\"1080\" srcset=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/Key-Features.jpg 1920w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/Key-Features-300x169.jpg 300w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/Key-Features-1024x576.jpg 1024w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/Key-Features-768x432.jpg 768w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/Key-Features-1536x864.jpg 1536w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/Key-Features-150x84.jpg 150w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><\/div>\n<p><span style=\"color: #0e4d8c;\"><strong>Improved UIs<\/strong>:<\/span><\/p>\n<ul>\n<li>\n<p>MDG leverages <strong>SAP Fiori apps<\/strong> for an intuitive user experience.<\/p>\n<\/li>\n<li>\n<p>Data stewards and business users can perform governance tasks more easily.<\/p>\n<\/li>\n<\/ul>\n<div>\u00a0<\/div>\n<p><span style=\"color: #0e4d8c;\"><strong>Central Governance in Multi-System Landscapes<\/strong>:<\/span><\/p>\n<ul>\n<li>\n<p>MDG acts as the <strong>central hub<\/strong> for master data governance across S\/4HANA, legacy systems, and third-party applications.<\/p>\n<\/li>\n<\/ul>\n<div>\u00a0<\/div>\n<p><span style=\"color: #0e4d8c;\"><strong>Flexibility for Custom Domains<\/strong>:<\/span><\/p>\n<ul>\n<li>\n<p>Enhanced support for defining and managing custom master data domains.<\/p>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-116a363 elementor-widget elementor-widget-heading\" data-id=\"116a363\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"strategic-implications-for-organizations\">Strategic Implications for Organizations<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a70b0bd e-grid e-con-full e-con e-child\" data-id=\"a70b0bd\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-0374c8d e-con-full pointer e-flex e-con e-child\" data-id=\"0374c8d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bc82de9 elementor-widget elementor-widget-icon-box\" data-id=\"bc82de9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tFor Existing SAP MDM Users\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e6a4e4b elementor-widget elementor-widget-text-editor\" data-id=\"e6a4e4b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li>\n<p><strong>Migration Required<\/strong>: As SAP MDM is being phased out, organizations must plan for a migration to <strong>SAP MDG<\/strong> as part of their S\/4HANA roadmap.<\/p>\n<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<ul>\n<li>\n<p><strong>Assessment Needed<\/strong>: Businesses should evaluate their current master data processes and decide how to best utilize MDG\u2019s advanced features.<\/p>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-51b9d4b e-con-full pointer e-flex e-con e-child\" data-id=\"51b9d4b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b2a9512 elementor-widget elementor-widget-icon-box\" data-id=\"b2a9512\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tFor New S\/4HANA Adopters\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2afb6b9 elementor-widget elementor-widget-text-editor\" data-id=\"2afb6b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li><strong>Native MDG Usage<\/strong>: SAP recommends adopting MDG for master data governance in S\/4HANA environments.<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<ul>\n<li>\n<p><strong>Holistic Governance<\/strong>: MDG provides a centralized framework for ensuring master data quality across the simplified S\/4HANA architecture.<\/p>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7483c4f elementor-widget elementor-widget-heading\" data-id=\"7483c4f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"key-benefits-of-sap-mdg-on-s-4hana\">Key Benefits of SAP MDG on S\/4HANA<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ebb385 elementor-widget elementor-widget-text-editor\" data-id=\"7ebb385\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li>\n<p><strong>Real-Time Governance<\/strong>:\u00a0 Real-time data validation and processing reduce errors and increase efficiency.<\/p>\n<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<ul>\n<li>\n<p><strong>Cost Savings<\/strong>: A simplified architecture and pre-configured content reduce implementation and maintenance costs.<\/p>\n<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<ul>\n<li>\n<p><strong>Scalability<\/strong>: The in-memory HANA database supports large data volumes, making MDG suitable for growing enterprises.<\/p>\n<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<ul>\n<li>\n<p><strong>Improved Analytics<\/strong>: Advanced reporting capabilities support better decision-making.<\/p>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-21c2a49 elementor-widget elementor-widget-heading\" data-id=\"21c2a49\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"considerations-for-transition\">Considerations for Transition<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3b8fbfc elementor-widget elementor-widget-text-editor\" data-id=\"3b8fbfc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Migration Pathway<\/strong>:<\/p>\n<ul>\n<li>\n<p>For organizations <a href=\"https:\/\/www.verdantis.com\/sap-ecc-to-sap-s-4hana-erp-migration\">migrating from SAP ECC to S\/4HANA<\/a>: Implement SAP MDG alongside or after the S\/4HANA migration.<\/p>\n<\/li>\n<li>\n<p>For organizations using non-SAP MDM tools: Assess MDG\u2019s integration capabilities and benefits compared to third-party solutions.<\/p>\n<\/li>\n<\/ul>\n<p>\u00a0<\/p>\n<p><strong>Skill Requirements<\/strong>:<\/p>\n<p>S\/4HANA and MDG introduce new technical and functional paradigms, necessitating:<\/p>\n<ul>\n<li>\n<p>Training for IT and functional teams.<\/p>\n<\/li>\n<li>\n<p>Expertise in HANA, SAP Fiori, and MDG workflows.<\/p>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-102c8c1 elementor-widget elementor-widget-video\" data-id=\"102c8c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/2EtoCHZ2fBY?si=-DPBSDgTj7tOF0k1&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-327eec7 elementor-widget elementor-widget-text-editor\" data-id=\"327eec7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: center;\"><em>Key Considerations Before Migrating to S\/4HANA: Key Data Lessons from <strong>Chevron\u2019s SAP S\/4HANA migration<\/strong> with Verdantis\u2019s AI-powered solution<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45cafb0 elementor-widget elementor-widget-heading\" data-id=\"45cafb0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"steps-to-configure-master-data-models-in-sap\">Steps to Configure Master Data Models in SAP<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b24f49 elementor-widget elementor-widget-text-editor\" data-id=\"9b24f49\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-pm-slice=\"1 1 []\">Configuring MDM in SAP involves setting up structures, defining data attributes, and implementing governance workflows. In most cases, these are already configured by IT teams that setup a master data system in the first place.\u00a0<\/p>\n<p data-pm-slice=\"1 1 []\">We have, nevertheless, detailed the steps involved for creating different data models that are configured out of the box in SAP.\u00a0<br \/><br \/>In the likely scenario that this is already configured for your enterprise, you can navigate directly to the next section.<\/p>\n<p><\/p>\n<p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74884eb elementor-widget elementor-widget-heading\" data-id=\"74884eb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"setting-up-data-models-in-sap\">Setting Up Data Models in SAP<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-38031b6 elementor-widget elementor-widget-text-editor\" data-id=\"38031b6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"flex max-w-full flex-col flex-grow\">\n<div class=\"min-h-8 text-message flex w-full flex-col items-end gap-2 whitespace-normal break-words text-start [.text-message+&amp;]:mt-5\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"bd334ffc-6811-4424-839b-d4b9e5ac86b4\" data-message-model-slug=\"gpt-4o\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-[3px]\">\n<div class=\"markdown prose w-full break-words dark:prose-invert light\">\n<p>Setting up data models in SAP involves structuring and organizing data entities, relationships, and attributes within the system to ensure efficient data storage, retrieval, and processing for business operations.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/p>\n<p><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5988fd6 e-con-full e-flex e-con e-child\" data-id=\"5988fd6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-81120a1 e-con-full e-flex e-con e-child\" data-id=\"81120a1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cbe9905 elementor-widget elementor-widget-heading\" data-id=\"cbe9905\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"why-manage-a-master-data\">Why \"Manage\" a Master Data<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e56036d elementor-widget elementor-widget-text-editor\" data-id=\"e56036d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The discipline of MDM has emerged over the last couple of decades as people began to realize that configuring the data entities and the data models therein is only a fraction of the job done.\u00a0<\/p>\n<p>To harness <a href=\"https:\/\/www.verdantis.com\/top-benefits-of-master-data-management\/\">the most noteworthy benefits of a master data system<\/a>, the way in which the data entries are created, configured, approved, edited, enriched. corrected and governed are critical and require a robust understanding of several industry-specific, account-specific and discipline-specific use cases<\/p>\n<p><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Like any other piece of new technology, a master data is only as good as the human input(s) and human-driven processes that are configured, and, unsurprisingly, several challenges do arise from time to time\u00a0\u00a0<\/span><\/p>\n<p><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">Yes, technology does support these processes and can certainly enhance them and make them far more efficient but having full context of the human-driven processes is a necessary pre-requisite before implementing any master data management process\u00a0 \u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c46510 elementor-widget elementor-widget-heading\" data-id=\"5c46510\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"master-data-challenges-in-sap\">Master Data Challenges in SAP<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-48f2518 elementor-widget elementor-widget-text-editor\" data-id=\"48f2518\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>We have covered a separate article on difficulties faced with maintaining a master data earlier,\u00a0 Here is a quick rundown of some of the errors that can creep into any poorly managed master database<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-274532a elementor-widget elementor-widget-text-editor\" data-id=\"274532a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol>\n<li>\n<p><strong>Absence of a Naming Convention\u00a0<\/strong>&#8211; An absence of clear processes in creating records can lead to haphazard entries of data records which can make it challenges to retrieve and extract and process the data\u00a0\u00a0<\/p>\n<\/li><br>\n<li>\n<p><strong>Duplication of Records &#8211; <\/strong>The very idea of introducing a Master data system is to get a complete view of a single record, also referred to as the &#8220;golden record&#8221; in master data management; a poorly maintained master data will inevitably lead to duplication of information, thus drastically reducing the efficacy\u00a0 \u00a0\u00a0<\/p>\n<\/li><br>\n<li>\n<p><strong>Absence of Key Information &#8211; <\/strong>To operate at the best possible efficiency AND to ensure best possible decision-making, &#8220;completeness&#8221; of information is a critical aspect in MDM and human-driven processes inevitably lead to such errors<\/p>\n<\/li><br>\n<li>\n<p><strong>Unstructured Data: <\/strong>In order to introduce automations and workflows in any given business process, the data will need to be structured in a specific format across strictly defined fields. This is not common in organizations that don&#8217;t employ a <a href=\"https:\/\/www.verdantis.com\/master-data-management-strategies\/\">concerted plan for managing master data<\/a><\/p>\n<\/li><br>\n<li>\n<p><strong>Inconsistencies or Erroneous data:\u00a0 <\/strong>Multiple instances of the same record with conflicting information makes decision-making tricky and the master data useless<strong>\u00a0<\/strong><\/p>\n<\/li><br>\n<li>\n<p><b>Absence of Data Governance Rules: <\/b>Without a clearly defined process, approval matrix and data stewardship, enforced through technology-first solutions; all efforts towards data management is likely to fail\u00a0 \u00a0<\/p>\n<\/li><br>\n<li>\n<p><b>Absence of Approval Workflows:\u00a0<\/b> Clear access-controls and approval workflows need to be defined for creating and editing master data records to avoid issues mentioned in #1, #2, #3, and #4. Any master data that does not define this is bound to fail.<b>\u00a0<\/b><\/p>\n<\/li>\n<\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1a93aa4 e-con-full e-flex e-con e-child\" data-id=\"1a93aa4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-3e1040b e-con-full e-flex e-con e-child\" data-id=\"3e1040b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9cccdd0 elementor-widget elementor-widget-heading\" data-id=\"9cccdd0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"download-our-solution-brochure\">Download Our Solution Brochure<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-60989d8 elementor-widget elementor-widget-text-editor\" data-id=\"60989d8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Discover how Verdantis&#8217; AI-powered solutions can optimize data governance, enhance compliance, and drive operational efficiency.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-98d8dcc elementor-align-center elementor-widget elementor-widget-button\" data-id=\"98d8dcc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#elementor-action%3Aaction%3Dpopup%3Aopen%26settings%3DeyJpZCI6IjI4NTQ2IiwidG9nZ2xlIjpmYWxzZX0%3D\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Download <\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-66367b9 elementor-widget elementor-widget-heading\" data-id=\"66367b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"what-are-the-components-of-sap-mdm\">What are the Components of SAP MDM<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ab2777e elementor-widget elementor-widget-text-editor\" data-id=\"ab2777e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>As mentioned earlier, SAP MDM is a technical module that can be applied on Master Databases of all types and can be configured for ensuring data accuracy.<\/p>\n<p>Together with SAP Master Data Governance (SAP MDG), a sub-module for data governance, the core components of SAP MDM include :<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-62ddb63 e-con-full e-flex e-con e-child\" data-id=\"62ddb63\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-1591200 e-con-full e-flex e-con e-child\" data-id=\"1591200\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-65d03e0 e-con-full pointer e-flex e-con e-child\" data-id=\"65d03e0\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b0089f8 elementor-widget elementor-widget-icon-box\" data-id=\"b0089f8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tData Consolidation\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c2ee842 elementor-widget elementor-widget-text-editor\" data-id=\"c2ee842\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: left;\"><strong>Goal<\/strong>: Merge data from multiple systems (e.g., legacy systems, third-party applications) into one repository.<\/p>\n<p style=\"text-align: left;\"><strong>Techniques<\/strong>:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"text-align: left;\">\n<p>Use ETL tools to extract data from disparate systems.<\/p>\n<\/li>\n<li style=\"text-align: left;\">\n<p>Standardize field names, formats, and coding conventions.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: left;\">Remove duplicates using matching algorithms (e.g., fuzzy logic).<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-85e97fe e-con-full pointer e-flex e-con e-child\" data-id=\"85e97fe\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e7eb7d4 elementor-widget elementor-widget-icon-box\" data-id=\"e7eb7d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tData Cleansing\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-892a01d elementor-widget elementor-widget-text-editor\" data-id=\"892a01d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: left;\"><strong>Goal<\/strong>: Improve data quality by removing errors, redundancies, and inconsistencies.<\/p>\n<p style=\"text-align: left;\"><strong>Techniques<\/strong>:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"text-align: left;\">\n<p>Standardize naming conventions (e.g., &#8220;IBM Inc.&#8221; vs. &#8220;IBM&#8221;).<\/p>\n<\/li>\n<li style=\"text-align: left;\">\n<p>Validate data fields (e.g., phone numbers must follow a specific format).<\/p>\n<\/li>\n<li>\n<p style=\"text-align: left;\">Detect and correct anomalies like invalid email addresses or mismatched currencies.<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-84fb29d e-con-full pointer e-flex e-con e-child\" data-id=\"84fb29d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a4c2295 elementor-widget elementor-widget-icon-box\" data-id=\"a4c2295\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tData Harmonization\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5df19cf elementor-widget elementor-widget-text-editor\" data-id=\"5df19cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: left;\"><strong>Goal<\/strong>: Align data across systems to ensure consistency.<\/p>\n<p style=\"text-align: left;\"><strong>Techniques<\/strong>:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"text-align: left;\">\n<p>Normalize data (e.g., ensuring &#8220;US&#8221; and &#8220;United States&#8221; are treated as identical).<\/p>\n<\/li>\n<li>\n<p style=\"text-align: left;\">Map local codes to a global standard (e.g., mapping regional product codes to global identifiers).<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7d67b19 e-con-full e-flex e-con e-child\" data-id=\"7d67b19\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-d9987ee e-con-full e-flex e-con e-child\" data-id=\"d9987ee\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-6e02da6 e-con-full pointer e-flex e-con e-child\" data-id=\"6e02da6\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ec1be80 elementor-widget elementor-widget-icon-box\" data-id=\"ec1be80\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tAnalytics &amp; Monitoring\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b1b1d46 elementor-widget elementor-widget-text-editor\" data-id=\"b1b1d46\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: left;\"><strong>Goal<\/strong>: Continuously track data quality and performance.<\/p>\n<p style=\"text-align: left;\"><strong>Techniques<\/strong>:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"text-align: left;\">\n<p>Implement dashboards to monitor KPIs like completeness, accuracy, and timeliness.<\/p>\n<\/li>\n<li style=\"text-align: left;\">\n<p>Use SAP BW or SAP Analytics Cloud for data reporting and insights.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: left;\">Schedule periodic audits to identify and address data quality issues.<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-96838b5 e-con-full e-flex e-con e-child\" data-id=\"96838b5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-d82490f e-con-full pointer e-flex e-con e-child\" data-id=\"d82490f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-85e2a24 elementor-widget elementor-widget-icon-box\" data-id=\"85e2a24\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tData Governance\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bcb26bc elementor-widget elementor-widget-text-editor\" data-id=\"bcb26bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: left;\"><strong>Goal<\/strong>: Define and enforce policies for data quality, security, and compliance.<\/p>\n<p style=\"text-align: left;\"><strong>Techniques<\/strong>:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"text-align: left;\">\n<p>Implement workflows for data creation and modification approvals.<\/p>\n<\/li>\n<li style=\"text-align: left;\">\n<p>Use role-based access controls to restrict unauthorized changes.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: left;\">Monitor compliance with industry regulations (e.g., GDPR, SOX).<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f6e8b39 e-con-full pointer e-flex e-con e-child\" data-id=\"f6e8b39\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ee4a294 elementor-widget elementor-widget-icon-box\" data-id=\"ee4a294\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tData Enrichment\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2edf8e6 elementor-widget elementor-widget-text-editor\" data-id=\"2edf8e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: left;\"><strong>Goal<\/strong>: Enhance the value of master data by adding supplementary details.<\/p>\n<p style=\"text-align: left;\"><strong>Techniques<\/strong>:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"text-align: left;\">\n<p>Integrate with external data sources (e.g., D&amp;B for supplier data).<\/p>\n<\/li>\n<li style=\"text-align: left;\">\n<p>Use AI\/ML algorithms to infer missing information or detect anomalies.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: left;\">Standardize taxonomy for products, categories, and descriptions.<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4f63631 e-con-full pointer e-flex e-con e-child\" data-id=\"4f63631\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0eb562d elementor-widget elementor-widget-icon-box\" data-id=\"0eb562d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tData Integration\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d81dc3 elementor-widget elementor-widget-text-editor\" data-id=\"5d81dc3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: left;\"><strong>Goal<\/strong>: Share master data seamlessly with all relevant systems.<\/p>\n<p style=\"text-align: left;\"><strong>Techniques<\/strong>:<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"text-align: left;\">\n<p>Use SAP PI\/PO or middleware for integration with SAP and non-SAP systems.<\/p>\n<\/li>\n<li style=\"text-align: left;\">\n<p>Distribute data via real-time APIs or scheduled batch processes.<\/p>\n<\/li>\n<li>\n<p style=\"text-align: left;\">Implement change pointers to ensure only updated records are transmitted<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2032a20 elementor-widget elementor-widget-heading\" data-id=\"2032a20\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"tooling-features-within-sap-mdm\">Tooling &amp; Features within SAP MDM<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bfc6bfe elementor-widget elementor-widget-text-editor\" data-id=\"bfc6bfe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>SAP MDM Console<\/strong>: Admin tool for managing repositories, schemas, and configurations.<\/p>\n<p><strong>MDM Import Manager<\/strong>: Facilitates data import from external systems into SAP MDM.<\/p>\n<p><strong>MDM Data Manager<\/strong>: Provides a user interface for managing, editing, and enriching master data.<\/p>\n<p><img decoding=\"async\" class=\"alignnone wp-image-29741 size-full\" src=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/6-Points-Puzzle-Infographic-Graph.png\" alt=\"\" width=\"1024\" height=\"768\" srcset=\"https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/6-Points-Puzzle-Infographic-Graph.png 1024w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/6-Points-Puzzle-Infographic-Graph-300x225.png 300w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/6-Points-Puzzle-Infographic-Graph-768x576.png 768w, https:\/\/www.verdantis.com\/wp-content\/uploads\/2025\/01\/6-Points-Puzzle-Infographic-Graph-150x113.png 150w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p><strong>MDM Syndicator<\/strong>: Publishes and distributes master data to connected systems.<\/p>\n<p><strong>MDM Workflow Engine<\/strong>: Automates workflows for data governance and approval processes.<\/p>\n<p><strong>Data Quality Engines<\/strong>: Integrates with third-party tools (e.g., Informatica, Trillium) for advanced data cleansing.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8ccae64 elementor-widget elementor-widget-heading\" data-id=\"8ccae64\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"limitations-of-sap-mdm\">Limitations of SAP MDM<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee37229 elementor-widget elementor-widget-text-editor\" data-id=\"ee37229\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>SAP MDM is undoubtedly an extremely powerful software and solves for several MDM-specific use cases quite well.<\/p>\n<p>Among most leading ERPs, SAP arguably offers the best possible set of features and capabilities for master data management through SAP MDM.<\/p>\n<p>That being said, it&#8217;s certainly not a comprehensive solution that can empower companies to independently manage their master data.\u00a0<\/p>\n<p><strong><em>In our 15 years+ of experience in addressing master data challenges for fortune 500 companies, we&#8217;ve worked with several enterprises who seek our bolt-on software solution for Master Data Management and data governance &#8211; despite using SAP MDM &amp; MDG.<\/em><\/strong><\/p>\n<p><span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align);\">After asking our clients and investigating further, we were able to ascertain the glaring challenges that enterprises face despite using this solution\u00a0 :<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-27392a9 e-con-full e-flex e-con e-child\" data-id=\"27392a9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4c25756 e-con-full e-flex e-con e-child\" data-id=\"4c25756\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4eeeb5c elementor-widget elementor-widget-heading\" data-id=\"4eeeb5c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"high-implementation-complexity\">High Implementation Complexity<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-922f01f elementor-widget elementor-widget-text-editor\" data-id=\"922f01f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li>\n<p><strong>Challenge<\/strong>: Implementing SAP MDM requires significant planning, time, and resources. The process involves integrating with multiple systems, configuring workflows, and designing data models, which can be complex and labor-intensive.<\/p>\n<\/li>\n<\/ul>\n<div>\u00a0<\/div>\n<ul>\n<li>\n<p><strong>Impact<\/strong>: Organizations may face delays or require expert consultants for smooth deployment.<\/p>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-71eb551 elementor-widget elementor-widget-heading\" data-id=\"71eb551\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"lack-of-advanced-governance-features\">Lack of Advanced Governance Features<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce112cf elementor-widget elementor-widget-text-editor\" data-id=\"ce112cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li>\n<p><strong>Challenge<\/strong>: While SAP MDM provides basic data governance capabilities, it lacks the advanced, built-in governance workflows and tools that are more robust in newer solutions like SAP MDG (Master Data Governance)<\/p>\n<\/li>\n<\/ul>\n<div>\u00a0<\/div>\n<ul>\n<li>\n<p><strong>Impact<\/strong>: Organizations seeking extensive governance capabilities may need to rely on custom development or additional tools.<\/p>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23757a1 elementor-widget elementor-widget-heading\" data-id=\"23757a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"limited-user-interface-ui-flexibility\">Limited User Interface (UI) Flexibility<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee1daaf elementor-widget elementor-widget-text-editor\" data-id=\"ee1daaf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li>\n<p><strong>Challenge<\/strong>: The user interface in SAP MDM is less modern and intuitive compared to newer SAP tools like SAP Fiori or SAP MDG.<\/p>\n<\/li>\n<\/ul>\n<div>\u00a0<\/div>\n<ul>\n<li>\n<p><strong>Impact<\/strong>: Users may find it less user-friendly, which can lead to a steeper learning curve and lower adoption rates among business users.<\/p>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f727dd8 elementor-widget elementor-widget-heading\" data-id=\"f727dd8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"industry-specific-use-cases\">Industry-Specific Use Cases<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-00c66fb elementor-widget elementor-widget-text-editor\" data-id=\"00c66fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li>\n<p><strong>Challenge<\/strong>: Depending on the type of master data, industry-specific moduales and knowledge-bases can help address several MDM-specific requirements, especially for embedding AI in these products<\/p>\n<\/li>\n<\/ul>\n<div>\u00a0<\/div>\n<ul>\n<li><strong>Impact<\/strong>: Organizations aren&#8217;t able to address or scale solutions for industry-specific challenges<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c47bef1 elementor-widget elementor-widget-heading\" data-id=\"c47bef1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"not-scalable-for-enterprise-requirements\">Not Scalable for Enterprise Requirements<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3db71ff elementor-widget elementor-widget-text-editor\" data-id=\"3db71ff\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li>\n<p><strong>Challenge<\/strong>: SAP MDM may face performance issues when dealing with extremely large datasets or complex, multi-domain master data requirements<\/p>\n<\/li>\n<\/ul>\n<div>\u00a0<\/div>\n<ul>\n<li>\n<p><strong>Impact<\/strong>: Scaling the solution to accommodate growing data volumes might require additional resources or technical adjustments<\/p>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fd75513 elementor-widget elementor-widget-heading\" data-id=\"fd75513\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"dependency-on-other-sap-tools\">Dependency on Other SAP Tools<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a9f65a elementor-widget elementor-widget-text-editor\" data-id=\"8a9f65a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li>\n<p><strong>Challenge<\/strong>: SAP MDM relies heavily on integration with other SAP and non-SAP tools, such as SAP NetWeaver, SAP PI\/PO, or third-party ETL tools for full functionality.<\/p>\n<\/li>\n<\/ul>\n<div>\u00a0<\/div>\n<ul>\n<li>\n<p><strong>Impact<\/strong>: Without these integrations, MDM may not deliver its full potential, leading to additional costs and complexity.<\/p>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-867cd6d elementor-widget elementor-widget-heading\" data-id=\"867cd6d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"limited-support-for-cloud-native-environments\">Limited Support for Cloud-Native Environments<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f9bb404 elementor-widget elementor-widget-text-editor\" data-id=\"f9bb404\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li>\n<p><strong>Challenge<\/strong>: SAP MDM was originally designed for on-premise deployments, making it less optimized for modern cloud-native environments.<\/p>\n<\/li>\n<\/ul>\n<div>\u00a0<\/div>\n<ul>\n<li>\n<p><strong style=\"background-color: transparent; color: var( --e-global-color-text ); font-family: var( --e-global-typography-a94192a-font-family ), Sans-serif; text-align: var(--text-align);\">Impact<\/strong><span style=\"background-color: transparent; color: var( --e-global-color-text ); font-family: var( --e-global-typography-a94192a-font-family ), Sans-serif; text-align: var(--text-align);\">: Organizations aiming for cloud-first strategies may face challenges in leveraging MDM efficiently without additional adjustments.<\/span><\/p>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-746d150 e-flex e-con-boxed e-con e-parent\" data-id=\"746d150\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bd5bf15 elementor-widget elementor-widget-heading\" data-id=\"bd5bf15\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"conclusion\">Conclusion<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c76cf88 e-flex e-con-boxed e-con e-parent\" data-id=\"c76cf88\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-569f895 elementor-widget elementor-widget-text-editor\" data-id=\"569f895\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>As organizations transition to modern ERP systems like SAP S\/4HANA, ensuring clean, consistent, and governed master data becomes mission-critical. Poor data quality can severely impact system performance, decision-making, and regulatory compliance. Verdantis empowers enterprises to overcome these challenges with AI-driven solutions tailored for complex ERP migrations. From data discovery and cleansing to enrichment and governance, Verdantis ensures a seamless transition by transforming fragmented master data into a unified, reliable foundation. Partner with Verdantis to future-proof your data landscape and unlock the full value of your ERP investments.<\/p>\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fe12dd1 e-con-full form1 e-flex e-con e-child\" data-id=\"fe12dd1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f4d10cb elementor-widget elementor-widget-heading\" data-id=\"f4d10cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\" class=\"elementor-heading-title elementor-size-default\" id=\"book-your-free-consultation\">Book Your Free Consultation<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f04ca7f elementor-widget elementor-widget-metform\" data-id=\"f04ca7f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"metform.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div id=\"mf-response-props-id-21674\" data-previous-steps-style=\"\" data-editswitchopen=\"\" data-response_type=\"alert\" data-erroricon=\"fas fa-exclamation-triangle\" data-successicon=\"fas fa-check\" data-messageposition=\"top\" class=\"   mf-scroll-top-no\">\n\t\t<div class=\"formpicker_warper formpicker_warper_editable\" data-metform-formpicker-key=\"21674\" >\n\t\t\t\t\n\t\t\t<div class=\"mf-widget-container\">\n\t\t\t\t\r\n\t\t<div\r\n\t\t\tid=\"metform-wrap-f04ca7f-21674\"\r\n\t\t\tclass=\"mf-form-wrapper\"\r\n\t\t\tdata-form-id=\"21674\"\r\n\t\t\tdata-action=\"https:\/\/www.verdantis.com\/wp-json\/metform\/v1\/entries\/insert\/21674\"\r\n\t\t\tdata-wp-nonce=\"d3326248c8\"\r\n\t\t\tdata-form-nonce=\"f6f077c682\"\r\n\t\t\tdata-quiz-summery = \"false\"\r\n\t\t\tdata-save-progress = \"false\"\r\n\t\t\tdata-form-type=\"general-form\"\r\n\t\t\tdata-stop-vertical-effect=\"\"\r\n\t\t\t><\/div>\r\n\r\n\r\n\t\t<!----------------------------- \r\n\t\t\t* controls_data : find the the props passed indie of data attribute\r\n\t\t\t* props.SubmitResponseMarkup : contains the markup of error or success message\r\n\t\t\t* https:\/\/developer.mozilla.org\/en-US\/docs\/Web\/JavaScript\/Reference\/Template_literals\r\n\t\t--------------------------- -->\r\n\r\n\t\t\t\t<script type=\"text\/mf\" class=\"mf-template\">\r\n\t\t\tfunction controls_data (value){\r\n\t\t\t\tlet currentWrapper = \"mf-response-props-id-21674\";\r\n\t\t\t\tlet currentEl = document.getElementById(currentWrapper);\r\n\t\t\t\t\r\n\t\t\t\treturn currentEl ? currentEl.dataset[value] : false\r\n\t\t\t}\r\n\r\n\r\n\t\t\tlet is_edit_mode = '' ? true : false;\r\n\t\t\tlet message_position = controls_data('messageposition') || 'top';\r\n\r\n\t\t\t\r\n\t\t\tlet message_successIcon = controls_data('successicon') || '';\r\n\t\t\tlet message_errorIcon = controls_data('erroricon') || '';\r\n\t\t\tlet message_editSwitch = controls_data('editswitchopen') === 'yes' ? true : false;\r\n\t\t\tlet message_proClass = controls_data('editswitchopen') === 'yes' ? 'mf_pro_activated' : '';\r\n\t\t\t\r\n\t\t\tlet is_dummy_markup = is_edit_mode && message_editSwitch ? true : false;\r\n\r\n\t\t\t\r\n\t\t\treturn html`\r\n\t\t\t\t<form\r\n\t\t\t\t\tclassName=\"metform-form-content\"\r\n\t\t\t\t\tref=${parent.formContainerRef}\r\n\t\t\t\t\tonSubmit=${ validation.handleSubmit( parent.handleFormSubmit ) }\r\n\t\t\t\t\r\n\t\t\t\t\t>\r\n\t\t\t\r\n\t\t\t\r\n\t\t\t\t\t${is_dummy_markup ? message_position === 'top' ?  props.ResponseDummyMarkup(message_successIcon, message_proClass) : '' : ''}\r\n\t\t\t\t\t${is_dummy_markup ? ' ' :  message_position === 'top' ? props.SubmitResponseMarkup`${parent}${state}${message_successIcon}${message_errorIcon}${message_proClass}` : ''}\r\n\r\n\t\t\t\t\t<!--------------------------------------------------------\r\n\t\t\t\t\t*** IMPORTANT \/ DANGEROUS ***\r\n\t\t\t\t\t${html``} must be used as in immediate child of \"metform-form-main-wrapper\"\r\n\t\t\t\t\tclass otherwise multistep form will not run at all\r\n\t\t\t\t\t---------------------------------------------------------->\r\n\r\n\t\t\t\t\t<div className=\"metform-form-main-wrapper\" key=${'hide-form-after-submit'} ref=${parent.formRef}>\r\n\t\t\t\t\t${html`\r\n\t\t\t\t\t\t\t\t<div data-elementor-type=\"wp-post\" key=\"2\" data-elementor-id=\"21674\" className=\"elementor elementor-21674\" data-elementor-post-type=\"metform-form\">\n\t\t\t\t\t\t<section className=\"elementor-section elementor-top-section elementor-element elementor-element-59536bb elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"59536bb\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div className=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div className=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a66fed0\" data-id=\"a66fed0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div className=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section className=\"elementor-section elementor-inner-section elementor-element elementor-element-9e68aac elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9e68aac\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div className=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div className=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-ef0ee3a\" data-id=\"ef0ee3a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div className=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div className=\"elementor-element elementor-element-f7ef3f0 elementor-widget elementor-widget-mf-text\" data-id=\"f7ef3f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;mf_input_name&quot;:&quot;mf-first-name&quot;}\" data-widget_type=\"mf-text.default\">\n\t\t\t\t<div className=\"elementor-widget-container\">\n\t\t\t\t\t\r\n\t\t<div className=\"mf-input-wrapper\">\r\n\t\t\t\t\t\t\t<label className=\"mf-input-label\" htmlFor=\"mf-input-text-f7ef3f0\">\r\n\t\t\t\t\t${ parent.decodeEntities(`Full Name`) } \t\t\t\t\t<span className=\"mf-input-required-indicator\">*<\/span>\r\n\t\t\t\t<\/label>\r\n\t\t\t\r\n\t\t\t<input\r\n\t\t\t\ttype=\"text\"\r\n\t\t\t\tclassName=\"mf-input mf-conditional-input\"\r\n\t\t\t\tid=\"mf-input-text-f7ef3f0\"\r\n\t\t\t\tname=\"mf-first-name\"\r\n\t\t\t\tplaceholder=\"${ parent.decodeEntities(`Your name here`) } \"\r\n\t\t\t\t\t\t\t\t\tonInput=${parent.handleChange}\r\n\t\t\t\t\tonBlur=${parent.handleChange}\r\n\t\t\t\t\taria-invalid=${validation.errors['mf-first-name'] ? 'true' : 'false'}\r\n\t\t\t\t\tref=${el =>{\r\n\t\t\t\t\t\t\t\t\t\t\t\tparent.activateValidation({\"message\":\"This field is required.\",\"minLength\":1,\"maxLength\":\"\",\"type\":\"none\",\"required\":true,\"expression\":\"null\"}, el)\r\n\t\t\t\t\t}}\r\n\t\t\t\t\t\t\t\t\/>\r\n\r\n\t\t\t\t\t\t\t<${validation.ErrorMessage}\r\n\t\t\t\t\terrors=${validation.errors}\r\n\t\t\t\t\tname=\"mf-first-name\"\r\n\t\t\t\t\tas=${html`<span className=\"mf-error-message\"><\/span>`}\r\n\t\t\t\t\t\/>\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\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<div className=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-0d2cba2\" data-id=\"0d2cba2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div className=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div className=\"elementor-element elementor-element-ebe01a2 elementor-widget elementor-widget-mf-email\" data-id=\"ebe01a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;mf_input_name&quot;:&quot;mf-email&quot;}\" data-widget_type=\"mf-email.default\">\n\t\t\t\t<div className=\"elementor-widget-container\">\n\t\t\t\t\t\r\n\t\t<div className=\"mf-input-wrapper\">\r\n\t\t\t\t\t\t\t<label className=\"mf-input-label\" htmlFor=\"mf-input-email-ebe01a2\">\r\n\t\t\t\t\t${ parent.decodeEntities(`Business Email`) } \t\t\t\t\t<span className=\"mf-input-required-indicator\">*<\/span>\r\n\t\t\t\t<\/label>\r\n\t\t\t\r\n\t\t\t<input \r\n\t\t\t\ttype=\"email\" \r\n\t\t\t\t \r\n\t\t\t\tdefaultValue=\"\" \r\n\t\t\t\tclassName=\"mf-input mf-conditional-input\" \r\n\t\t\t\tid=\"mf-input-email-ebe01a2\" \r\n\t\t\t\tname=\"mf-email\" \r\n\t\t\t\tplaceholder=\"${ parent.decodeEntities(`Add email`) } \" \r\n\t\t\t\t \r\n\t\t\t\tonBlur=${parent.handleChange} onFocus=${parent.handleChange} aria-invalid=${validation.errors['mf-email'] ? 'true' : 'false' } \r\n\t\t\t\tref=${el=> parent.activateValidation({\"message\":\"This field is required.\",\"emailMessage\":\"Please enter a valid Email address\",\"minLength\":1,\"maxLength\":\"\",\"type\":\"none\",\"required\":true,\"expression\":\"null\"}, el)}\r\n\t\t\t\t\t\t\t\/>\r\n\r\n\t\t\t\t\t\t<${validation.ErrorMessage} \r\n\t\t\t\terrors=${validation.errors} \r\n\t\t\t\tname=\"mf-email\" \r\n\t\t\t\tas=${html`<span className=\"mf-error-message\"><\/span>`}\r\n\t\t\t\/>\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section className=\"elementor-section elementor-inner-section elementor-element elementor-element-16214de elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"16214de\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div className=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div className=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-09ec35e\" data-id=\"09ec35e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div className=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div className=\"elementor-element elementor-element-22f1087 elementor-widget elementor-widget-mf-text\" data-id=\"22f1087\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;mf_input_name&quot;:&quot;mf-subject&quot;}\" data-widget_type=\"mf-text.default\">\n\t\t\t\t<div className=\"elementor-widget-container\">\n\t\t\t\t\t\r\n\t\t<div className=\"mf-input-wrapper\">\r\n\t\t\t\t\t\t\t<label className=\"mf-input-label\" htmlFor=\"mf-input-text-22f1087\">\r\n\t\t\t\t\t${ parent.decodeEntities(`Company`) } \t\t\t\t\t<span className=\"mf-input-required-indicator\">*<\/span>\r\n\t\t\t\t<\/label>\r\n\t\t\t\r\n\t\t\t<input\r\n\t\t\t\ttype=\"text\"\r\n\t\t\t\tclassName=\"mf-input mf-conditional-input\"\r\n\t\t\t\tid=\"mf-input-text-22f1087\"\r\n\t\t\t\tname=\"mf-subject\"\r\n\t\t\t\tplaceholder=\"${ parent.decodeEntities(`Company`) } \"\r\n\t\t\t\t\t\t\t\t\tonInput=${parent.handleChange}\r\n\t\t\t\t\tonBlur=${parent.handleChange}\r\n\t\t\t\t\taria-invalid=${validation.errors['mf-subject'] ? 'true' : 'false'}\r\n\t\t\t\t\tref=${el =>{\r\n\t\t\t\t\t\t\t\t\t\t\t\tparent.activateValidation({\"message\":\"This field is required.\",\"minLength\":1,\"maxLength\":\"\",\"type\":\"none\",\"required\":true,\"expression\":\"null\"}, el)\r\n\t\t\t\t\t}}\r\n\t\t\t\t\t\t\t\t\/>\r\n\r\n\t\t\t\t\t\t\t<${validation.ErrorMessage}\r\n\t\t\t\t\terrors=${validation.errors}\r\n\t\t\t\t\tname=\"mf-subject\"\r\n\t\t\t\t\tas=${html`<span className=\"mf-error-message\"><\/span>`}\r\n\t\t\t\t\t\/>\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\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<div className=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-8b1faf4\" data-id=\"8b1faf4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div className=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div className=\"elementor-element elementor-element-33e9853 elementor-widget elementor-widget-mf-text\" data-id=\"33e9853\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;mf_input_name&quot;:&quot;mf-subject&quot;}\" data-widget_type=\"mf-text.default\">\n\t\t\t\t<div className=\"elementor-widget-container\">\n\t\t\t\t\t\r\n\t\t<div className=\"mf-input-wrapper\">\r\n\t\t\t\t\t\t\t<label className=\"mf-input-label\" htmlFor=\"mf-input-text-33e9853\">\r\n\t\t\t\t\t${ parent.decodeEntities(`Phone`) } \t\t\t\t\t<span className=\"mf-input-required-indicator\">*<\/span>\r\n\t\t\t\t<\/label>\r\n\t\t\t\r\n\t\t\t<input\r\n\t\t\t\ttype=\"text\"\r\n\t\t\t\tclassName=\"mf-input mf-conditional-input\"\r\n\t\t\t\tid=\"mf-input-text-33e9853\"\r\n\t\t\t\tname=\"mf-subject\"\r\n\t\t\t\tplaceholder=\"${ parent.decodeEntities(`Phone Number`) } \"\r\n\t\t\t\t\t\t\t\t\tonInput=${parent.handleChange}\r\n\t\t\t\t\tonBlur=${parent.handleChange}\r\n\t\t\t\t\taria-invalid=${validation.errors['mf-subject'] ? 'true' : 'false'}\r\n\t\t\t\t\tref=${el =>{\r\n\t\t\t\t\t\t\t\t\t\t\t\tparent.activateValidation({\"message\":\"This field is required.\",\"minLength\":1,\"maxLength\":\"\",\"type\":\"none\",\"required\":true,\"expression\":\"null\"}, el)\r\n\t\t\t\t\t}}\r\n\t\t\t\t\t\t\t\t\/>\r\n\r\n\t\t\t\t\t\t\t<${validation.ErrorMessage}\r\n\t\t\t\t\terrors=${validation.errors}\r\n\t\t\t\t\tname=\"mf-subject\"\r\n\t\t\t\t\tas=${html`<span className=\"mf-error-message\"><\/span>`}\r\n\t\t\t\t\t\/>\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section className=\"elementor-section elementor-inner-section elementor-element elementor-element-54e2f7d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"54e2f7d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div className=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div className=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-b33cf7a\" data-id=\"b33cf7a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div className=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div className=\"elementor-element elementor-element-b50836a elementor-widget elementor-widget-mf-text\" data-id=\"b50836a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;mf_input_name&quot;:&quot;mf-last-name&quot;}\" data-widget_type=\"mf-text.default\">\n\t\t\t\t<div className=\"elementor-widget-container\">\n\t\t\t\t\t\r\n\t\t<div className=\"mf-input-wrapper\">\r\n\t\t\t\t\t\t\t<label className=\"mf-input-label\" htmlFor=\"mf-input-text-b50836a\">\r\n\t\t\t\t\t${ parent.decodeEntities(`Country`) } \t\t\t\t\t<span className=\"mf-input-required-indicator\"><\/span>\r\n\t\t\t\t<\/label>\r\n\t\t\t\r\n\t\t\t<input\r\n\t\t\t\ttype=\"text\"\r\n\t\t\t\tclassName=\"mf-input mf-conditional-input\"\r\n\t\t\t\tid=\"mf-input-text-b50836a\"\r\n\t\t\t\tname=\"mf-last-name\"\r\n\t\t\t\tplaceholder=\"${ parent.decodeEntities(`Country`) } \"\r\n\t\t\t\t\t\t\t\t\tonInput=${parent.handleChange}\r\n\t\t\t\t\tonBlur=${parent.handleChange}\r\n\t\t\t\t\taria-invalid=${validation.errors['mf-last-name'] ? 'true' : 'false'}\r\n\t\t\t\t\tref=${el =>{\r\n\t\t\t\t\t\t\t\t\t\t\t\tparent.activateValidation({\"message\":\"This field is required.\",\"minLength\":1,\"maxLength\":\"\",\"type\":\"none\",\"required\":false,\"expression\":\"null\"}, el)\r\n\t\t\t\t\t}}\r\n\t\t\t\t\t\t\t\t\/>\r\n\r\n\t\t\t\t\t\t\t<${validation.ErrorMessage}\r\n\t\t\t\t\terrors=${validation.errors}\r\n\t\t\t\t\tname=\"mf-last-name\"\r\n\t\t\t\t\tas=${html`<span className=\"mf-error-message\"><\/span>`}\r\n\t\t\t\t\t\/>\r\n\t\t\t\r\n\t\t\t\t\t<\/div>\r\n\r\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<section className=\"elementor-section elementor-inner-section elementor-element elementor-element-cc66f99 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cc66f99\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div className=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div className=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-cbafbf6\" data-id=\"cbafbf6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div className=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div className=\"elementor-element elementor-element-30838c6 elementor-widget elementor-widget-mf-textarea\" data-id=\"30838c6\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;mf_input_name&quot;:&quot;mf-comment&quot;}\" data-widget_type=\"mf-textarea.default\">\n\t\t\t\t<div className=\"elementor-widget-container\">\n\t\t\t\t\t\r\n\t\t<div className=\"mf-input-wrapper\">\r\n\t\t\t\t\t\t\t<label className=\"mf-input-label\" htmlFor=\"mf-input-text-area-30838c6\">\r\n\t\t\t\t\t${ parent.decodeEntities(`Message`) } \t\t\t\t\t<span className=\"mf-input-required-indicator\"><\/span>\r\n\t\t\t\t<\/label>\r\n\t\t\t\r\n\t\t\t<textarea className=\"mf-input mf-textarea mf-conditional-input\" id=\"mf-input-text-area-30838c6\"\r\n\t\t\t\tname=\"mf-comment\" \r\n\t\t\t\tplaceholder=\"${ parent.decodeEntities(`Message`) } \"\r\n\t\t\t\tcols=\"30\" rows=\"10\"\r\n\t\t\t\t\t\t\t\t\tonInput=${ parent.handleChange }\r\n\t\t\t\t\taria-invalid=${validation.errors['mf-comment'] ? 'true' : 'false'}\r\n\t\t\t\t\tref=${ el => parent.activateValidation({\"message\":\"This field is required.\",\"minLength\":1,\"maxLength\":\"\",\"type\":\"none\",\"required\":false,\"expression\":\"null\"}, el)}\r\n\t\t\t\t\t\t\t\t><\/textarea>\r\n\r\n\t\t\t\t\t\t\t<${validation.ErrorMessage}\r\n\t\t\t\t\terrors=${validation.errors}\r\n\t\t\t\t\tname=\"mf-comment\"\r\n\t\t\t\t\tas=${html`<span className=\"mf-error-message\"><\/span>`}\r\n\t\t\t\t\t\/>\r\n\t\t\t\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div className=\"elementor-element elementor-element-9bd15ec elementor-widget__width-initial elementor-widget elementor-widget-mf-button\" data-id=\"9bd15ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"mf-button.default\">\n\t\t\t\t<div className=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div className=\"mf-btn-wraper mf-conditional-input\" data-mf-form-conditional-logic-requirement=\"\">\r\n\t\t\t\t\t\t\t<button type=\"submit\" className=\"metform-btn metform-submit-btn \" id=\"\">\r\n\t\t\t\t\t<span>${ parent.decodeEntities(`Send Message`) } <\/span>\r\n\t\t\t\t<\/button>\r\n\t\t\t        <\/div>\r\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t`}\r\n\t\t\t\t\t<\/div>\r\n\r\n\t\t\t\t\t${is_dummy_markup ? message_position === 'bottom' ? props.ResponseDummyMarkup(message_successIcon, message_proClass) : '' : ''}\r\n\t\t\t\t\t${is_dummy_markup ? ' ' : message_position === 'bottom' ? props.SubmitResponseMarkup`${parent}${state}${message_successIcon}${message_errorIcon}${message_proClass}` : ''}\r\n\t\t\t\t\r\n\t\t\t\t<\/form>\r\n\t\t\t`\r\n\t\t<\/script>\r\n\r\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Resources to understand how master data models work in SAP along with best practices, challenges and how to overcome them <\/p>\n","protected":false},"author":6,"featured_media":25277,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[64],"tags":[],"class_list":["post-24943","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.verdantis.com\/wp-json\/wp\/v2\/posts\/24943","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.verdantis.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.verdantis.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/wp-json\/wp\/v2\/comments?post=24943"}],"version-history":[{"count":1,"href":"https:\/\/www.verdantis.com\/wp-json\/wp\/v2\/posts\/24943\/revisions"}],"predecessor-version":[{"id":39897,"href":"https:\/\/www.verdantis.com\/wp-json\/wp\/v2\/posts\/24943\/revisions\/39897"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/wp-json\/wp\/v2\/media\/25277"}],"wp:attachment":[{"href":"https:\/\/www.verdantis.com\/wp-json\/wp\/v2\/media?parent=24943"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.verdantis.com\/wp-json\/wp\/v2\/categories?post=24943"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.verdantis.com\/wp-json\/wp\/v2\/tags?post=24943"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}