{"id":29399,"date":"2025-04-07T15:44:59","date_gmt":"2025-04-07T10:14:59","guid":{"rendered":"https:\/\/www.verdantis.com\/?p=29399"},"modified":"2026-01-12T16:02:04","modified_gmt":"2026-01-12T10:32:04","slug":"opschoning-van-stamgegevens","status":"publish","type":"post","link":"https:\/\/www.verdantis.com\/nl\/opschoning-van-stamgegevens\/","title":{"rendered":"Proces en strategie voor het opschonen van stamgegevens"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"29399\" class=\"elementor elementor-29399\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-634c2c7 e-flex e-con-boxed e-con e-parent\" data-id=\"634c2c7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dd4a611 elementor-widget elementor-widget-heading\" data-id=\"dd4a611\" 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\" id=\"introduction\">Inleiding<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c2961c elementor-widget elementor-widget-text-editor\" data-id=\"6c2961c\" 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>Stamgegevens zijn de <span class=\"diff-highlight\">kern<\/span> van de gegevens van een organisatie <span class=\"diff-highlight\">architectuur<\/span>. Het <span class=\"diff-highlight\">bestaat uit<\/span> <span class=\"diff-highlight\">van<\/span> <span class=\"diff-highlight\">belangrijk<\/span> informatie die <span class=\"diff-highlight\">informeert<\/span> besluitvorming, bedrijfsvoering en bedrijfsstrategie. <span class=\"diff-highlight\">Over<\/span> <span class=\"diff-highlight\">tijd<\/span>, deze gegevens <span class=\"diff-highlight\">is<\/span> <span class=\"diff-highlight\">vaak<\/span> <span class=\"diff-highlight\">versplinterd<\/span>, gedupliceerd, <span class=\"diff-highlight\">onjuist<\/span>, of <span class=\"diff-highlight\">oudbakken<\/span>.<\/p><p>Stamgegevens <span class=\"diff-highlight\">Opruimen<\/span> is het kernproces <span class=\"diff-highlight\">voor<\/span> <span class=\"diff-highlight\">het bereiken van<\/span> gegevenskwaliteit, <span class=\"diff-highlight\">betrouwbaarheid<\/span>, en consistentie. De laatste tijd zien we dat organisaties steeds vaker <span class=\"diff-highlight\">maken<\/span> <span class=\"diff-highlight\">gebruik<\/span> <span class=\"diff-highlight\">van<\/span> AI, machine learning en cloudtechnologie\u00ebn om <span class=\"diff-highlight\">in staat stellen<\/span> hun gegevens <span class=\"diff-highlight\">opruimen<\/span> <span class=\"diff-highlight\">functies<\/span> <span class=\"diff-highlight\">naar<\/span> <span class=\"diff-highlight\">ondersteuning<\/span> <span class=\"diff-highlight\">betrouwbaar<\/span> bedrijfsvoering en naleving van <span class=\"diff-highlight\">internationaal<\/span> normen.<\/p><p>Het opschonen van stamgegevens is essentieel om ervoor te zorgen dat de belangrijke gegevens van een organisatie \u2013 zoals informatie over leveranciers, klanten, producten, materialen en medewerkers \u2013 consistent en in alle processen uniform zijn.<\/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-017213d e-flex e-con-boxed e-con e-parent\" data-id=\"017213d\" 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-fb899ba elementor-widget elementor-widget-heading\" data-id=\"fb899ba\" 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\" id=\"what-is-master-data-cleansing-and-why-is-it-needed\">Wat is het opschonen van stamgegevens en waarom is dit nodig?<\/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-f7db50a e-con-full e-flex e-con e-parent\" data-id=\"f7db50a\" 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-9450a95 e-con-full e-flex e-con e-child\" data-id=\"9450a95\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-15d9f7d e-con-full pointer e-flex e-con e-child\" data-id=\"15d9f7d\" 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-c3e0128 elementor-widget elementor-widget-icon-box\" data-id=\"c3e0128\" 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<h4 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tDefinities &amp; <br>Onderscheidingen\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h4>\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-76ae114 elementor-widget elementor-widget-text-editor\" data-id=\"76ae114\" 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><li style=\"text-align: left;\">Opschoning van stamgegevens: het proces waarbij beschadigde, onjuiste of onvolledige records worden opgespoord en gecorrigeerd.<\/li><li style=\"text-align: left;\">Gegevensopschoning versus gegevensverrijking: bij opschoning worden fouten verwijderd, terwijl bij verrijking de gegevens worden aangevuld met extra kenmerken.<\/li><li style=\"text-align: left;\">Gegevensopschoning versus gegevensbeheer: Bij gegevensbeheer worden beleidsregels vastgesteld, terwijl gegevensopschoning de gegevenskwaliteit waarborgt.<\/li><\/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-0a09577 e-con-full pointer e-flex e-con e-child\" data-id=\"0a09577\" 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-7420581 elementor-widget elementor-widget-icon-box\" data-id=\"7420581\" 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<h4 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tOperationele effici\u00ebntie in alle functies\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h4>\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-310c4c9 elementor-widget elementor-widget-text-editor\" data-id=\"310c4c9\" 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><li style=\"text-align: left;\">Inkoop \u2013 Voorkomt dubbele leveranciers en onbevoegde uitgaven.<\/li><li style=\"text-align: left;\">IT \u2013 Zorgt voor een betere standaardisatie van gegevens en een betere systeemintegratie.<\/li><li style=\"text-align: left;\">Toeleveringsketen \u2013 Zorgt voor nauwkeurige gegevens voor prognoses en voorraadbeheer.<\/li><\/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-5949e02 e-flex e-con-boxed e-con e-parent\" data-id=\"5949e02\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-52ba7b9 elementor-widget elementor-widget-text-editor\" data-id=\"52ba7b9\" 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>Via het onderstaande formulier kunt u een afspraak maken, waarna wij u wegwijs maken in onze producten en hun functies. Daarnaast kunt u een gratis POC ontvangen op basis van uw eigen voorbeeldgegevens.<\/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-580d405 e-con-full form1 e-flex e-con e-child\" data-id=\"580d405\" 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-ef914b2 e-con-full form1 e-flex e-con e-child\" data-id=\"ef914b2\" 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-4bfdeff e-con-full e-flex e-con e-child\" data-id=\"4bfdeff\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f4c4e0a elementor-widget elementor-widget-heading\" data-id=\"f4c4e0a\" 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\">Maak een afspraak voor een adviesgesprek met onze data-expert<\/span>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b7b5bc elementor-widget elementor-widget-heading\" data-id=\"5b7b5bc\" 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\">Proof of Concept op basis van uw eigen voorbeeldgegevens<\/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-ec25328 e-con-full e-flex e-con e-child\" data-id=\"ec25328\" 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-0d6f777 elementor-widget elementor-widget-metform\" data-id=\"0d6f777\" 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-0d6f777-23691\"\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\/nl\/wp-json\/metform\/v1\/entries\/insert\/23691\"\r\n\t\t\tdata-wp-nonce=\"48bb48d79e\"\r\n\t\t\tdata-form-nonce=\"8f3807115e\"\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\":\"Vul een geldig e-mailadres in\",\"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=${el =>{\r\n\t\t\t\t\t\t\t\t\t\t\t\tparent.activateValidation({\"message\":\"Dit veld is vereist.\",\"minLength\":1,\"maxLength\":\"\",\"type\":\"none\",\"required\":false,\"expression\":\"null\"}, el)\r\n\t\t\t\t\t}}\r\n\t\t\t\t\t\t\t\t\/>\r\n\r\n\t\t\t\t\t\t\t<${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-5a4a157 elementor-widget elementor-widget-heading\" data-id=\"5a4a157\" 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\">Maak een vrijblijvende afspraak voor een adviesgesprek met ons implementatieteam om de uitdagingen op het gebied van stamgegevensbeheer te bespreken<\/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>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cb339d1 e-flex e-con-boxed e-con e-parent\" data-id=\"cb339d1\" 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-df19980 elementor-widget elementor-widget-heading\" data-id=\"df19980\" 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\" id=\"operational-efficiencies-across-functions\">Operationele effici\u00ebntie in alle functies:<\/h3>\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-870419b e-flex e-con-boxed e-con e-parent\" data-id=\"870419b\" 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-995c7e7 elementor-widget elementor-widget-heading\" data-id=\"995c7e7\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Inkoop<\/h4>\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-3a09015 e-flex e-con-boxed e-con e-parent\" data-id=\"3a09015\" 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-5232a57 elementor-widget elementor-widget-text-editor\" data-id=\"5232a57\" 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>Bij inkoop is het opschonen van gegevens <span class=\"diff-highlight\">cruciaal<\/span> voor <span class=\"diff-highlight\">bewaren<\/span> gegevens van verkopers en leveranciers <span class=\"diff-highlight\">huidige<\/span> <span class=\"diff-highlight\">en<\/span> <span class=\"diff-highlight\">nauwkeurig<\/span><span class=\"diff-highlight\">.<\/span> <span class=\"diff-highlight\">Aangezien<\/span> <span class=\"diff-highlight\">onrein<\/span> gegevens in het inkoopsysteem kunnen <span class=\"diff-highlight\">maken<\/span> dubbele leveranciersrecords, wat kan leiden tot <span class=\"diff-highlight\">ongecontroleerd<\/span> uitgaven, <span class=\"diff-highlight\">fouten<\/span> bij de inkoop en ineffici\u00ebnties <span class=\"diff-highlight\">in<\/span> <span class=\"diff-highlight\">in het algemeen<\/span> <span class=\"diff-highlight\">activiteiten<\/span><span class=\"diff-highlight\">.<\/span><\/p><p><span class=\"diff-highlight\">Onderhoud<\/span> alleen <span class=\"diff-highlight\">de<\/span> <span class=\"diff-highlight\">de meeste<\/span> geldige en correcte leveranciersgegevens <span class=\"diff-highlight\">kan<\/span> <span class=\"diff-highlight\">hulp<\/span> inkoopteams <span class=\"diff-highlight\">zijn<\/span> <span class=\"diff-highlight\">meer<\/span> <span class=\"diff-highlight\">effici\u00ebnt<\/span> <span class=\"diff-highlight\">in<\/span> hun <span class=\"diff-highlight\">werk<\/span>, beter onderhandelen <span class=\"diff-highlight\">prijsstelling<\/span>, en <span class=\"diff-highlight\">voorkomen<\/span> <span class=\"diff-highlight\">ongeautoriseerd<\/span> of <span class=\"diff-highlight\">overbodig<\/span> <span class=\"diff-highlight\">uitgaven<\/span>.<\/p><p><strong>Belangrijkste voordelen van gegevensopschoning bij inkoop:<\/strong><\/p><ul><li><strong>Dubbele leveranciersrecords: <\/strong>Een bedrijf <span class=\"diff-highlight\">misschien<\/span> <span class=\"diff-highlight\">hebben<\/span> twee records <span class=\"diff-highlight\">in<\/span> <span class=\"diff-highlight\">hun<\/span> <span class=\"diff-highlight\">inkoop<\/span> <span class=\"diff-highlight\">systeem<\/span> voor dezelfde leverancier, <span class=\"diff-highlight\">\u00e9\u00e9n<\/span> <span class=\"diff-highlight\">vermeld<\/span> als <em><strong>\u201cABC Supplies\u201d en <span class=\"diff-highlight\">de<\/span> <span class=\"diff-highlight\">overige<\/span> <span class=\"diff-highlight\">als<\/span> \u201cABC Supply Co.<span class=\"diff-highlight\">\u201d<\/span><\/strong><\/em> <span class=\"diff-highlight\">Als<\/span> <span class=\"diff-highlight\">inkoop<\/span> <span class=\"diff-highlight\">maakt<\/span> <span class=\"diff-highlight\">bestellingen<\/span> <span class=\"diff-highlight\">voor<\/span> <span class=\"diff-highlight\">beide<\/span> <span class=\"diff-highlight\">leveranciers<\/span>, <span class=\"diff-highlight\">zij<\/span> <span class=\"diff-highlight\">misschien<\/span> <span class=\"diff-highlight\">zonder het te weten<\/span> <span class=\"diff-highlight\">betalen<\/span> <span class=\"diff-highlight\">twee<\/span> <span class=\"diff-highlight\">anders<\/span> <span class=\"diff-highlight\">prijzen<\/span> <span class=\"diff-highlight\">voor<\/span> hetzelfde <span class=\"diff-highlight\">artikel<\/span>. Gegevensopschoning <span class=\"diff-highlight\">biedt<\/span> <span class=\"diff-highlight\">de<\/span> <span class=\"diff-highlight\">informatie<\/span> <span class=\"diff-highlight\">nodig<\/span> <span class=\"diff-highlight\">naar<\/span> <span class=\"diff-highlight\">combineren<\/span> deze gegevens tot \u00e9\u00e9n nauwkeurig <span class=\"diff-highlight\">record<\/span> om te voorkomen dat <span class=\"diff-highlight\">betalen<\/span> <span class=\"diff-highlight\">meer<\/span> <span class=\"diff-highlight\">dan<\/span> <span class=\"diff-highlight\">noodzakelijk<\/span>.<\/li><li><strong>Inconsistente leveranciersgegevens:<\/strong> <span class=\"diff-highlight\">Nog een<\/span> <span class=\"diff-highlight\">scenario<\/span> <span class=\"diff-highlight\">is<\/span> <span class=\"diff-highlight\">als<\/span> a <span class=\"diff-highlight\">leverancier<\/span> <span class=\"diff-highlight\">heeft<\/span> <span class=\"diff-highlight\">afwijkend<\/span> contactgegevens, <span class=\"diff-highlight\">of<\/span> betaling <span class=\"diff-highlight\">en<\/span> <span class=\"diff-highlight\">verzending<\/span> voorwaarden <span class=\"diff-highlight\">uit<\/span> <span class=\"diff-highlight\">\u00e9\u00e9n<\/span> <span class=\"diff-highlight\">record<\/span> <span class=\"diff-highlight\">naar<\/span> <span class=\"diff-highlight\">nog een<\/span> (<span class=\"diff-highlight\">voor<\/span> <span class=\"diff-highlight\">voorbeeld<\/span>, verschillende adressen voor hetzelfde <span class=\"diff-highlight\">leverancier<\/span>)<span class=\"diff-highlight\">.<\/span> <span class=\"diff-highlight\">In<\/span> <span class=\"diff-highlight\">dit<\/span> <span class=\"diff-highlight\">scenario<\/span>, <span class=\"diff-highlight\">de<\/span> inkoop <span class=\"diff-highlight\">team<\/span> <span class=\"diff-highlight\">misschien<\/span> <span class=\"diff-highlight\">ontvangen<\/span> <span class=\"diff-highlight\">de<\/span> <span class=\"diff-highlight\">bestelling<\/span> <span class=\"diff-highlight\">laat<\/span><span class=\"diff-highlight\">,<\/span> of <span class=\"diff-highlight\">niet<\/span> <span class=\"diff-highlight\">bij<\/span> <span class=\"diff-highlight\">alle<\/span><span class=\"diff-highlight\">,<\/span> <span class=\"diff-highlight\">omdat<\/span> <span class=\"diff-highlight\">de<\/span> <span class=\"diff-highlight\">leverancier<\/span> <span class=\"diff-highlight\">deed<\/span> <span class=\"diff-highlight\">niet<\/span> <span class=\"diff-highlight\">weten<\/span> <span class=\"diff-highlight\">welke<\/span> <span class=\"diff-highlight\">adres<\/span> <span class=\"diff-highlight\">naar<\/span> <span class=\"diff-highlight\">schip<\/span> <span class=\"diff-highlight\">naar<\/span>, <span class=\"diff-highlight\">of<\/span> <span class=\"diff-highlight\">in pakketten verdeeld<\/span> <span class=\"diff-highlight\">de<\/span> <span class=\"diff-highlight\">betaling<\/span> <span class=\"diff-highlight\">naar<\/span> <span class=\"diff-highlight\">een<\/span> <span class=\"diff-highlight\">onjuist<\/span> <span class=\"diff-highlight\">mailing<\/span> <span class=\"diff-highlight\">adres<\/span><span class=\"diff-highlight\">.<\/span>\u00a0<\/li><li class=\"\" data-start=\"946\" data-end=\"1187\"><p class=\"\" data-start=\"948\" data-end=\"1187\"><strong data-start=\"948\" data-end=\"964\">Kostenbesparingen<\/strong>: Door dubbele leveranciersgegevens te verwijderen en te zorgen voor correcte prijzen en leveranciersvoorwaarden, kan de inkoopafdeling voorkomen dat er te veel wordt betaald, betere afspraken bedingen en ongeoorloofde uitgaven (ongeautoriseerde of ongeplande aankopen) voorkomen.<\/p><\/li><li class=\"\" data-start=\"1188\" data-end=\"1410\"><p class=\"\" data-start=\"1190\" data-end=\"1410\"><strong data-start=\"1190\" data-end=\"1215\">Gestroomlijnde processen<\/strong>: Dankzij opgeschoonde gegevens kunnen inkoopteams werken met consistente informatie, waardoor er minder tijd wordt besteed aan het zoeken naar nauwkeurige leveranciersgegevens en handmatige gegevenscorrecties overbodig worden.<\/p><\/li><\/ul>\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-ca9cec0 e-flex e-con-boxed e-con e-parent\" data-id=\"ca9cec0\" 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-e554267 elementor-widget elementor-widget-heading\" data-id=\"e554267\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Informatietechnologie<\/h4>\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-a4c877f e-flex e-con-boxed e-con e-parent\" data-id=\"a4c877f\" 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-5a15360 elementor-widget elementor-widget-text-editor\" data-id=\"5a15360\" 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 class=\"\" data-start=\"1950\" data-end=\"2526\">Voor IT-afdelingen is het opschonen van gegevens een cruciaal onderdeel van het waarborgen van de consistentie en standaardisatie van gegevens in verschillende systemen en platforms. De IT-afdeling is verantwoordelijk voor het beheer van de integratie van gegevens uit meerdere bronnen \u2013 of deze nu afkomstig zijn van verschillende afdelingen, externe systemen of cloudtoepassingen.<\/p><p class=\"\" data-start=\"1950\" data-end=\"2526\">Door gegevensopschoning wordt gewaarborgd dat gegevens in verschillende systemen (zoals Enterprise Resource Planning (ERP)-systemen, Customer Relationship Management (CRM)-systemen of Master Data Management (MDM)-systemen) accuraat en onderling compatibel blijven, wat een naadloze integratie en operationele effici\u00ebntie bevordert.<\/p><p data-start=\"1950\" data-end=\"2526\"><strong data-start=\"2904\" data-end=\"2955\">Belangrijkste voordelen van gegevensopschoning in de IT:<\/strong><\/p><ul data-start=\"2548\" data-end=\"3887\"><li class=\"\" data-start=\"2548\" data-end=\"3059\"><p class=\"\" data-start=\"2550\" data-end=\"3059\"><strong data-start=\"2550\" data-end=\"2589\">Standaardisatie van gegevens tussen systemen<\/strong>: Wanneer verschillende afdelingen of systemen uiteenlopende naamgevingsconventies of formaten hanteren voor vergelijkbare gegevens (bijvoorbeeld productnamen, leveranciersnamen of voorraadcodes), kan dit tot problemen leiden bij het samenvoegen van gegevens. Bijvoorbeeld, <strong><em>het ene systeem kan \u2018Product A\u2019 vermelden, terwijl het andere het als \u2018Product A-123\u2019 vermeldt,<\/em><\/strong> wat tot afwijkingen kan leiden bij het integreren van gegevens in een ERP-systeem. Door gegevensopschoning worden de productnamen in alle systemen gestandaardiseerd, waardoor een nauwkeurige synchronisatie wordt gewaarborgd.<\/p><\/li><li class=\"\" data-start=\"3061\" data-end=\"3479\"><p class=\"\" data-start=\"3063\" data-end=\"3479\"><strong data-start=\"3063\" data-end=\"3096\">Uitdagingen op het gebied van systeemintegratie<\/strong>: Als er inconsistenties zijn in de manier waarop gegevens zijn gestructureerd (bijvoorbeeld wanneer velden voor klantgegevens in CRM- en ERP-systemen van elkaar verschillen), kan dit leiden tot fouten bij het integreren van gegevens tussen systemen. Door gegevens op te schonen wordt ervoor gezorgd dat gegevens uit verschillende systemen op elkaar kunnen worden afgestemd en effectief kunnen worden ge\u00efntegreerd in \u00e9\u00e9n uniform platform, waardoor integratieproblemen tot een minimum worden beperkt en de systeemprestaties worden verbeterd.<\/p><\/li><li class=\"\" data-start=\"3481\" data-end=\"3887\"><p class=\"\" data-start=\"3483\" data-end=\"3887\"><strong data-start=\"3483\" data-end=\"3503\">Consistentie van gegevens<\/strong>: Bij het migreren van gegevens van verouderde systemen naar nieuwere platforms helpt gegevensopschoning om inconsistenties en fouten te verwijderen. Als bijvoorbeeld klantgegevens worden overgezet vanuit een verouderd systeem waarin telefoonnummers in verschillende formaten voorkomen (bijvoorbeeld: sommige hebben landcodes, andere niet), worden deze verschillen door opschoning gecorrigeerd om een soepele overdracht en integratie in het nieuwe systeem te garanderen.<\/p><\/li><li class=\"\" data-start=\"1894\" data-end=\"2108\"><strong data-start=\"2111\" data-end=\"2134\">Minder gegevensfouten<\/strong>: Door gegevens op te schonen wordt ervoor gezorgd dat er geen discrepanties of fouten in cruciale bedrijfsgegevens voorkomen, waardoor het risico op onjuiste rapportages, onjuiste bedrijfsinzichten of systeemstoringen wordt verminderd.<\/li><\/ul>\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-bb69522 e-flex e-con-boxed e-con e-parent\" data-id=\"bb69522\" 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-56b5ca0 elementor-widget elementor-widget-heading\" data-id=\"56b5ca0\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Toeleveringsketen<\/h4>\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-6fa2cbb e-flex e-con-boxed e-con e-parent\" data-id=\"6fa2cbb\" 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-b0ae44b elementor-widget elementor-widget-text-editor\" data-id=\"b0ae44b\" 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 class=\"\" data-start=\"2562\" data-end=\"2902\">In de toeleveringsketen is de nauwkeurigheid van gegevens van cruciaal belang voor een succesvol voorraadbeheer, prognoses en logistieke activiteiten. Het opschonen van stamgegevens op dit gebied zorgt ervoor dat informatie over leveranciers, voorraadniveaus en productspecificaties correct is, waardoor het risico op voorraadtekorten, overtollige voorraad en vertragingen bij de levering wordt verminderd.<\/p><p class=\"\" data-start=\"2904\" data-end=\"2955\"><strong data-start=\"2904\" data-end=\"2955\">Belangrijkste voordelen van gegevensopschoning in de toeleveringsketen:<\/strong><\/p><ul><li class=\"\" data-start=\"2956\" data-end=\"3167\"><p class=\"\" data-start=\"2958\" data-end=\"3167\"><strong data-start=\"5261\" data-end=\"5281\">Orderbeheer<\/strong>: Stel dat de gegevens voor een bepaalde bestelling onjuist zijn (bijvoorbeeld een artikel dat als \u201eVerzonden\u201c wordt weergegeven terwijl het nog in productie is). Dit kan voor verwarring zorgen en leiden tot vertraagde leveringen. Door gegevensopschoning wordt gewaarborgd dat alle bestelgegevens in realtime worden bijgewerkt en de werkelijke status van de goederen correct weergeven, waardoor de nauwkeurigheid van de bestellingen en tijdige leveringen worden verbeterd.<\/p><\/li><li class=\"\" data-start=\"3168\" data-end=\"3411\"><p class=\"\" data-start=\"3170\" data-end=\"3411\"><strong data-start=\"3170\" data-end=\"3194\">Nauwkeurige prognoses<\/strong>: Door verouderde of inconsistente gegevens te verwijderen, kunnen supply chain-teams de vraag nauwkeuriger voorspellen en toekomstige inkoopbehoeften beter plannen, zodat ze aan de vraag van klanten kunnen voldoen zonder dat er sprake is van overbevoorrading of onderbevoorrading.<\/p><\/li><li class=\"\" data-start=\"3412\" data-end=\"3619\"><p class=\"\" data-start=\"3414\" data-end=\"3619\"><strong data-start=\"3414\" data-end=\"3449\">Verbeterde samenwerking met leveranciers<\/strong>: Dankzij opgeschoonde gegevens kunnen bedrijven vertrouwen op nauwkeurige en actuele leveranciersgegevens, wat leidt tot een effici\u00ebntere orderafhandeling en een betere samenwerking met leveranciers.<\/p><\/li><li data-start=\"3412\" data-end=\"3619\"><p data-pm-slice=\"1 1 []\"><strong>Verouderde materiaalgegevens:<\/strong> Als een leverancier bepaalde materialen niet meer levert of als een onderdeelnummer verouderd is (bijvoorbeeld, <strong><em>\u201eDeel 1244\u201d<\/em><\/strong> (die niet meer geldig is, maar nog steeds in het systeem staat vermeld), worden deze verouderde gegevens bij het opschonen verwijderd of bijgewerkt, waardoor onnodige inkoop- of voorraadkosten worden voorkomen.<\/p><\/li><\/ul>\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-af87d40 e-flex e-con-boxed e-con e-parent\" data-id=\"af87d40\" 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-827c946 elementor-widget elementor-widget-heading\" data-id=\"827c946\" 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\" id=\"importance-of-data-cleansing\">Het belang van gegevensopschoning:<\/h3>\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-bbeb6f2 e-flex e-con-boxed e-con e-parent\" data-id=\"bbeb6f2\" 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-b1c6323 elementor-widget elementor-widget-text-editor\" data-id=\"b1c6323\" 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>Het belang van data-analyse kan niet genoeg worden benadrukt, aangezien het een directe invloed heeft op de besluitvorming en het algehele succes van een organisatie.<\/p><p>Hier volgen enkele belangrijke aanwijzingen die verklaren waarom <strong>opschoning van stamgegevens<\/strong> is van cruciaal belang:<\/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-bd4abbe e-flex e-con-boxed e-con e-parent\" data-id=\"bd4abbe\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-936ec7f e-flex e-con-boxed e-con e-parent\" data-id=\"936ec7f\" 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-60389de elementor-widget elementor-widget-heading\" data-id=\"60389de\" 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\" id=\"master-data-cleansing-processes-for-different-data-domains\">Proces voor het opschonen van stamgegevens voor verschillende gegevensdomeinen<\/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-d075785 e-flex e-con-boxed e-con e-parent\" data-id=\"d075785\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-da629c8 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"da629c8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" height=\"512\" viewbox=\"0 0 480.008 480.008\" width=\"512\"><g><path d=\"m253.505 408.242h-61.008c-4.01 0-6.829-3.967-5.482-7.745 13.907-38.992-1.938-81.966-35.739-103.504-4.932-3.143-2.771-10.751 3.077-10.751h137.288c5.846 0 8.01 7.607 3.08 10.749-33.873 21.581-49.579 64.644-35.735 103.507 1.347 3.777-1.471 7.744-5.481 7.744z\"><\/path><circle cx=\"104\" cy=\"371.242\" r=\"16\"><\/circle><path d=\"m104 299.242c-39.7 0-72 32.3-72 72s32.3 72 72 72 72-32.3 72-72-32.3-72-72-72zm0 104c-17.645 0-32-14.355-32-32s14.355-32 32-32 32 14.355 32 32-14.355 32-32 32z\"><\/path><circle cx=\"342\" cy=\"371.242\" r=\"16\"><\/circle><path d=\"m342 299.242c-39.7 0-72 32.3-72 72s32.3 72 72 72 72-32.3 72-72-32.3-72-72-72zm0 104c-17.645 0-32-14.355-32-32s14.355-32 32-32 32 14.355 32 32-14.355 32-32 32z\"><\/path><path d=\"m56.822 296.984c-12.463 7.945-22.792 18.94-29.941 31.91-2.864 5.196-10.864 3.144-10.881-2.789 0-.077 0-34.128 0-34.128 0-3.294 2.724-5.925 6.015-5.815 4.126.138 12.243.119 31.679.098 5.829-.008 8.043 7.591 3.128 10.724z\"><\/path><path d=\"m423.951 286.152c3.303-.123 6.049 2.508 6.049 5.814v34.139c-.016 5.934-8.017 7.986-10.881 2.789-7.147-12.966-17.472-23.961-29.937-31.907-4.915-3.133-2.698-10.732 3.13-10.725 19.312.024 27.398.047 31.639-.11z\"><\/path><path d=\"m277 82.242v13c0 4.418-3.582 8-8 8-13.006 0-18.318-.538-26.241 2.251-5.193 1.828-7.216-2.251-18.759-2.251h-106c-4.418 0-8-3.582-8-8v-13c0-13.255 10.745-24 24-24h119c13.255 0 24 10.745 24 24z\"><\/path><path d=\"m308.267 129.433-34.253 33.141c-3.726 3.605-10.041.993-10.053-4.254-.031-13.657 1.067-20.901-3.18-30.804-1.68-3.917 1.176-8.274 5.439-8.274h37.924c5.33 0 7.954 6.485 4.123 10.191z\"><\/path><path d=\"m470.28 51.802-4.38-4.52c-13.25-13.7-35.18-14.06-48.88-.81l-140.69 136.12c-14.94 14.46-15.34 38.381-.88 53.33 14.494 14.97 38.338 15.386 53.33.88l140.69-136.119c13.695-13.264 14.123-35.132.81-48.881zm-157.623 160.097c-1.506 1.507-3.186 3.343-6.657 3.343-7.065 0-10.711-8.602-5.657-13.657l1-1c3.125-3.123 8.189-3.123 11.314 0 3.124 3.125 3.124 8.19 0 11.314z\"><\/path><path d=\"m248 143.242v13c0 4.418-3.582 8-8 8h-192c-4.418 0-8-3.582-8-8v-13c0-13.255 10.745-24 24-24h160c13.255 0 24 10.745 24 24z\"><\/path><path d=\"m446 204.242v42c0 13.255-10.745 24-24 24h-398c-13.255 0-24-10.745-24-24v-42c0-13.255 10.745-24 24-24h220.7c5.527 0 9.457 5.496 7.535 10.677-13.007 35.056 12.612 71.857 49.435 72.483 9.906.322 21.267-2.619 30.92-9.16 5.516-3.721 2.196-.997 75.334-71.75 1.492-1.443 3.486-2.25 5.562-2.25h8.514c13.255 0 24 10.745 24 24z\"><\/path><\/g><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Materiaalbeheerder<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\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-952c68b e-flex e-con-boxed e-con e-parent\" data-id=\"952c68b\" 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-71b0c53 elementor-widget elementor-widget-text-editor\" data-id=\"71b0c53\" 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>Standaardisering van onderdeelnamen, beschrijvingen en classificaties<\/p><p><strong>Doelstelling:<\/strong> Om ervoor te zorgen dat materialen in alle systemen op een uniforme manier worden benoemd en beschreven, waardoor fouten in het voorraadbeheer, de inkoop en de productieprocessen tot een minimum worden beperkt.<\/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-7c4779d e-flex e-con-boxed e-con e-parent\" data-id=\"7c4779d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a1496b9 elementor-widget elementor-widget-heading\" data-id=\"a1496b9\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Proces voor gegevensopschoning<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb1473c elementor-widget elementor-widget-text-editor\" data-id=\"cb1473c\" 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><li><p><strong>Identificatie van duplicaten:<\/strong> Gebruik geautomatiseerde tools om dubbele materiaalrecords te identificeren en samen te voegen op basis van onderdeelnummers, beschrijvingen en classificaties.<\/p><\/li><li><p><strong>Naamgevingsconventies standaardiseren:<\/strong> Stel een uniform formaat vast voor de benamingen van onderdelen (bijv. materiaalsoort + afmeting + kwaliteit).<\/p><\/li><li><p><strong>Beschrijving van de standaardisatie:<\/strong> Automatiseer het proces om beschrijvingen te standaardiseren (bijvoorbeeld door termen als \u201emm\u201c en \u201einch\u201c consequent te gebruiken).<\/p><\/li><\/ul>\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-f92cc72 e-flex e-con-boxed e-con e-parent\" data-id=\"f92cc72\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b023f07 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"b023f07\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" viewbox=\"0 0 48 48\"><path d=\"m27.39 8.21-.67 1.32c-.15.28-.22.59-.22.91v10.56h-3v-10.56c0-.32-.07-.63-.22-.91l-.67-1.32c-.39-.77-.43-1.67-.11-2.47l1.25-3.11c.15-.38.52-.63.93-.63h.64c.41 0 .78.25.93.63l1.25 3.11c.32.8.28 1.7-.11 2.47z\"><\/path><path d=\"m16.36 21h-4.05l-1.04-5.88h.02c.15 0 .31-.02.47-.04l2.96-.53c.17-.03.33-.07.48-.13z\"><\/path><path d=\"m17.526 4.012-.84.148c-.217.038-.458.239-.552.438-.251.529-.745.933-1.366 1.043-.64.113-1.26-.114-1.678-.55-.16-.167-.404-.225-.632-.185l-1.948.343c-1.987.35-3.834 1.453-5.079 3.241-1.189 1.69-1.616 3.684-1.358 5.576.06.44.658.57.899.197.874-1.349 2.286-2.348 3.994-2.649l.645-.114c.408-.072.797.2.869.608l.069.389c.072.408.461.68.869.608l2.954-.521c.408-.072.68-.461.608-.869l-.263-1.491c-.063-.36.138-.725.485-.838.07-.023.141-.041.216-.054.622-.11 1.225.102 1.642.514.156.154.45.26.665.222l.751-.132c.501-.088.772-.477.7-.885l-.781-4.432c-.072-.408-.461-.68-.869-.608z\"><\/path><path d=\"m43.79 10.95c-.52 1.96-1.95 3.42-3.72 4.07-.32.12-.57.37-.66.69l-1.42 5.29h-6.21l1.83-6.82c.09-.33-.01-.67-.22-.93-.94-1.12-1.46-2.56-1.39-4.04.12-2.72 1.88-4.77 4.13-5.51.38-.12.75.23.64.62l-.86 3.21c-.09.34.01.7.25.95l1.22 1.26c.25.27.63.37.99.27l1.68-.48c.34-.1.6-.37.69-.71l.86-3.21c.11-.38.6-.51.86-.21 1.31 1.46 1.88 3.52 1.33 5.55z\"><\/path><path d=\"m44 30v10c0 3.31-2.69 6-6 6h-28c-3.31 0-6-2.69-6-6v-10h5.77c.54.62 1.34 1 2.23 1h2c.89 0 1.69-.38 2.23-1h15.54c.54.62 1.34 1 2.23 1h2c.89 0 1.69-.38 2.23-1z\"><\/path><path d=\"m4 23h5v5h-5c-.55 0-1-.45-1-1v-3c0-.55.45-1 1-1z\"><\/path><path d=\"m17 23h14v5h-14z\"><\/path><path d=\"m45 24v3c0 .55-.45 1-1 1h-5v-5h5c.55 0 1 .45 1 1z\"><\/path><path d=\"m14 29h-2c-.552 0-1-.448-1-1v-5h4v5c0 .552-.448 1-1 1z\"><\/path><path d=\"m36 29h-2c-.552 0-1-.448-1-1v-5h4v5c0 .552-.448 1-1 1z\"><\/path><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Artikelstamgegevens<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\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-58f4ce0 e-flex e-con-boxed e-con e-parent\" data-id=\"58f4ce0\" 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-be04489 elementor-widget elementor-widget-text-editor\" data-id=\"be04489\" 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>Zorgen voor unieke productidentificatie en specificaties<\/p><p><strong>Doelstelling:<\/strong> Om te waarborgen dat elk product op unieke wijze identificeerbaar is, met nauwkeurige en consistente specificaties in alle systemen (bijvoorbeeld voorraadbeheer en inkoop).<\/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-85cc63e e-flex e-con-boxed e-con e-parent\" data-id=\"85cc63e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-208ecd5 elementor-widget elementor-widget-heading\" data-id=\"208ecd5\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Proces voor gegevensopschoning<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cd6a0ac elementor-widget elementor-widget-text-editor\" data-id=\"cd6a0ac\" 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>Unieke identificatie: <\/strong><\/p><ul><li><p>Zorg ervoor dat elk product een unieke identificatiecode heeft (bijv. SKU, UPC of artikel-ID) om verwarring te voorkomen.<\/p><\/li><li><p>Controleer of er conflicten of overlappingen in identificatiecodes zijn en los deze op.<\/p><\/li><\/ul><p><strong>Consistentie van gegevens: <\/strong><\/p><ul><li><p>Standaardiseer productbeschrijvingen en kenmerken (bijv. maat, kleur en materiaal).<\/p><\/li><li><p>Stel regels op voor een consistente opmaak (bijvoorbeeld meeteenheden).<\/p><\/li><\/ul><p><strong>Controle van kenmerken:<\/strong><\/p><ul><li><p>Controleer de productgegevens aan de hand van externe bronnen om de juistheid ervan te verifi\u00ebren<\/p><\/li><\/ul>\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-7e1bc87 e-flex e-con-boxed e-con e-parent\" data-id=\"7e1bc87\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-388fa50 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"388fa50\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_5\" height=\"512\" viewbox=\"0 0 64 64\" width=\"512\"><g><circle cx=\"22\" cy=\"24\" r=\"1\"><\/circle><circle cx=\"16\" cy=\"24\" r=\"1\"><\/circle><path d=\"m25.802 31h1.198c2.206 0 4-1.794 4-4h12.08c.488 3.386 3.401 6 6.92 6s6.432-2.614 6.92-6h4.08c1.103 0 2-.897 2-2v-2.877c0-.168-.021-.334-.061-.484l-2.834-11.336c-.779-3.122-3.571-5.303-6.79-5.303h-10.315v-1c0-1.654-1.346-3-3-3h-20c-1.654 0-3 1.346-3 3v1.181c-5.666.956-10 5.885-10 11.819v.333 9.667c0 2.206 1.794 4 4 4h1.198c.685 1.247 1.637 2.253 2.802 2.942v1.304l-7.473 2.134c-3.843 1.099-6.527 4.657-6.527 8.654v5.966c0 3.519 2.614 6.432 6 6.92v4.08h22.09 1.91 13c.771 0 1.468-.301 2-.78.532.48 1.229.78 2 .78h12c1.654 0 3-1.346 3-3v-8c0-1.654-1.346-3-3-3h-1.184c.112-.314.184-.648.184-1v-8c0-1.654-1.346-3-3-3h-12c-1.654 0-3 1.346-3 3v8c0 .352.072.686.184 1h-4.184v-2.966c0-3.997-2.684-7.556-6.527-8.654l-7.473-2.134v-1.304c1.165-.689 2.117-1.695 2.802-2.942zm-14.802-8c-.732 0-1.409.212-2 .556v-4.079c.618.508 1.29.945 2 1.308zm-.643-5h17.287c-1.585 1.273-3.579 2-5.643 2h-6c-2.066 0-4.059-.727-5.644-2zm13.612-2c-.175-4.185-1.406-6.991-2.523-8.685 4.02 1.016 7.072 4.464 7.494 8.685zm-4.969-8.615c.965 1.078 2.75 3.726 2.971 8.615h-5.941c.22-4.889 2.005-7.537 2.97-8.615zm10 12.093v4.079c-.591-.345-1.268-.557-2-.557v-2.215c.71-.362 1.382-.799 2-1.307zm-2 9.522h-.395c.254-.924.395-1.927.395-3v-1c1.103 0 2 .897 2 2s-.897 2-2 2zm4-6h12.685c-.297.622-.503 1.294-.605 2h-12.08zm19 8c-2.757 0-5-2.243-5-5s2.243-5 5-5 5 2.243 5 5-2.243 5-5 5zm6.92-6c-.102-.706-.308-1.378-.605-2h4.685v2zm-3.605-18c2.299 0 4.293 1.558 4.851 3.787l2.553 10.213h-5.83c-1.263-1.235-2.988-2-4.889-2s-3.626.765-4.889 2h-2.111v-14zm-34.315-3c0-.552.448-1 1-1h20c.552 0 1 .448 1 1v17h-10v-3.667-.333c0-6.617-5.383-12-12-12zm-2.445 3.315c-1.117 1.695-2.348 4.501-2.523 8.685h-4.97c.421-4.221 3.473-7.669 7.493-8.685zm-5.555 21.685c-1.103 0-2-.897-2-2s.897-2 2-2v1c0 1.073.141 2.076.395 3zm2-3v-4.439c.969.277 1.975.439 3 .439h6c1.025 0 2.031-.162 3-.439v4.439c0 4.252-2.355 7-6 7s-6-2.748-6-7zm2.537 11.172 2.248 3.746-2.167 2.709-1.031-6.184zm6.983 9.828h-7.04l3.52-4.399zm2.48 14h-12v-2h6c2.206 0 4-1.794 4-4s-1.794-4-4-4h-6v-2h12zm-6-8c1.103 0 2 .897 2 2s-.897 2-2 2h-2v-4zm-16-1v-5.966c0-3.108 2.088-5.877 5.076-6.73l4.576-1.307 1.501 9.003h-3.153v4h-1.758c-.081 0-.161.019-.242.024v-5.024h-2v5.692c-.209.141-.407.3-.586.48l-1.121 1.121 1.414 1.414 1.121-1.121c.372-.372.888-.586 1.414-.586h5.758v4h-7c-2.757 0-5-2.243-5-5zm6 7h2v2h-2zm18 2v-2h2v2zm17 0h-13v-2.08c2.352-.339 4.326-1.848 5.315-3.92h4.685v-4h3c.552 0 1 .448 1 1v8c0 .552-.448 1-1 1zm17-9v8c0 .552-.448 1-1 1h-12c-.552 0-1-.448-1-1v-8c0-.552.448-1 1-1h3v4h6v-4h3c.552 0 1 .448 1 1zm-8-1h2v2h-2zm-4-12h2v2h-2zm-6 9v-8c0-.552.448-1 1-1h3v4h6v-4h3c.552 0 1 .448 1 1v8c0 .552-.448 1-1 1h-8-4c-.552 0-1-.448-1-1zm-4 3v2h-2.08c.047-.328.08-.66.08-1v-1zm-4-4.966v5.966c0 2.757-2.243 5-5 5h-3v-4h1.758c.526 0 1.042.214 1.414.586l1.121 1.121 1.414-1.414-1.121-1.121c-.179-.18-.377-.338-.586-.48v-5.692h-2v5.024c-.081-.005-.161-.024-.242-.024h-1.758v-4h-3.153l1.501-9.004 4.576 1.307c2.988.854 5.076 3.623 5.076 6.731zm-11.587-8.591-1.031 6.184-2.167-2.709 2.248-3.746zm-2.413-1.72-2 3.334-2-3.334v-.972c.633.158 1.298.249 2 .249s1.367-.091 2-.249z\"><\/path><path d=\"m19 31c2.206 0 4-1.794 4-4h-2c0 1.103-.897 2-2 2s-2-.897-2-2h-2c0 2.206 1.794 4 4 4z\"><\/path><path d=\"m50 23c-1.654 0-3 1.346-3 3s1.346 3 3 3 3-1.346 3-3-1.346-3-3-3zm0 4c-.552 0-1-.448-1-1s.448-1 1-1 1 .448 1 1-.448 1-1 1z\"><\/path><path d=\"m57 17v-3c0-2.757-2.243-5-5-5h-7v8zm-10-6h5c1.654 0 3 1.346 3 3v1h-8z\"><\/path><path d=\"m37 5h2v14h-2z\"><\/path><path d=\"m33 5h2v14h-2z\"><\/path><\/g><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Leveranciersbestand<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\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-cc7f3fa e-flex e-con-boxed e-con e-parent\" data-id=\"cc7f3fa\" 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-b129c83 elementor-widget elementor-widget-text-editor\" data-id=\"b129c83\" 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>Het verwijderen van dubbele leveranciers en het controleren van de referenties van leveranciers<\/p><p><strong>Doelstelling:<\/strong> Om een overzichtelijke leveranciersdatabase te behouden, waarbij ervoor wordt gezorgd dat alleen geverifieerde leveranciers worden opgenomen.<\/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-d01d012 e-flex e-con-boxed e-con e-parent\" data-id=\"d01d012\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bb54151 elementor-widget elementor-widget-heading\" data-id=\"bb54151\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Proces voor gegevensopschoning<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a72bb85 elementor-widget elementor-widget-text-editor\" data-id=\"a72bb85\" 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><li><p><strong>Verwijdering van dubbele leveranciers: <\/strong>Gebruik tools voor fuzzy matching en ontdubbeling om dubbele leveranciersrecords op te sporen.<\/p><\/li><li><p><strong>Controleer regelmatig:\u00a0<\/strong>Controleer de gegevens van leveranciers om eventuele wijzigingen in de status van leveranciers weer te geven<\/p><\/li><li><p><strong>Leveranciersgegevens standaardiseren: <\/strong>Zorg ervoor dat de opmaak van leveranciersnamen, telefoonnummers, betalingsvoorwaarden en andere belangrijke gegevensvelden consistent is.<\/p><\/li><\/ul>\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-e15eada e-flex e-con-boxed e-con e-parent\" data-id=\"e15eada\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d3f8a86 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"d3f8a86\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Personeelsbestand<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\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-6f83cb5 e-flex e-con-boxed e-con e-parent\" data-id=\"6f83cb5\" 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-44d4b09 elementor-widget elementor-widget-text-editor\" data-id=\"44d4b09\" 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>Verouderde of dubbele personeelsgegevens verwijderen<\/p><p><strong>Doelstelling:<\/strong> Om ervoor te zorgen dat de personeelsdossiers volledig zijn en geen dubbele gegevens bevatten, ter ondersteuning van HR, salarisadministratie en naleving van regelgeving.<\/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-2f6afdb e-flex e-con-boxed e-con e-parent\" data-id=\"2f6afdb\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b4c2c87 elementor-widget elementor-widget-heading\" data-id=\"b4c2c87\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Proces voor gegevensopschoning<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8494cb0 elementor-widget elementor-widget-text-editor\" data-id=\"8494cb0\" 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><li><p><strong>Verwijdering van verouderde informatie:<\/strong> Controleer en werk de personeelsdossiers regelmatig bij en verwijder verouderde informatie<\/p><\/li><li><p><strong>Gegevensstandaardisatie:<\/strong> Standaardiseer de notatie van de namen van medewerkers, datums (bijv. geboortedatum, indiensttredingsdatum) en andere belangrijke gegevensvelden.<\/p><\/li><li><p><strong>Beoordeling van kenmerken:<\/strong> Controleer regelmatig functietitels, afdelingen en andere organisatorische gegevens om de juistheid ervan te waarborgen.<\/p><\/li><\/ul>\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-ae120dc e-flex e-con-boxed e-con e-parent\" data-id=\"ae120dc\" 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-28edd79 elementor-widget elementor-widget-heading\" data-id=\"28edd79\" 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\" id=\"mro-master\">MRO-expert<\/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-fc59604 e-flex e-con-boxed e-con e-parent\" data-id=\"fc59604\" 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-aa57b82 elementor-widget elementor-widget-text-editor\" data-id=\"aa57b82\" 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>Standaardisering van gegevens over onderhoud, reparatie en exploitatie (MRO) met het oog op effici\u00ebntie<\/p><p><strong>Doelstelling <a href=\"https:\/\/www.verdantis.com\/mro-data-cleansing\/\">het opschonen van MRO-gegevens<\/a>:<\/strong> Het standaardiseren en bijhouden van nauwkeurige gegevens over MRO-onderdelen, gereedschappen en apparatuur, om ervoor te zorgen dat deze effici\u00ebnt worden beheerd en beschikbaar zijn wanneer dat nodig is.<\/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-1de8d27 e-flex e-con-boxed e-con e-parent\" data-id=\"1de8d27\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-26e9dc5 elementor-widget elementor-widget-heading\" data-id=\"26e9dc5\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Proces voor gegevensopschoning<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dea99c9 elementor-widget elementor-widget-text-editor\" data-id=\"dea99c9\" 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><li><p><strong>Voorraadcontrole: <\/strong>Controleer regelmatig de voorraadgegevens om ervoor te zorgen dat alle MRO-artikelen correct worden bijgehouden, inclusief hoeveelheden, locaties en statussen.<\/p><\/li><li><p><strong>Afstemming van classificaties: <\/strong>Sorteer MRO-artikelen op categorie (bijv. onderhoudsmateriaal, reserveonderdelen) om ze gemakkelijker te kunnen vinden en beheren.<\/p><\/li><li><p><strong>Validatie van leveranciers- en fabrikantgegevens: <\/strong>Controleer de gegevens van leveranciers en fabrikanten voor MRO-artikelen en zorg ervoor dat de gegevens actueel en betrouwbaar zijn.<\/p><\/li><\/ul>\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-eed3f1d e-flex e-con-boxed e-con e-parent\" data-id=\"eed3f1d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3f38eea elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"3f38eea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li 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6.75l-.017.001z\"><\/path><\/g><\/svg>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Klantenbestand<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\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-fb57731 e-flex e-con-boxed e-con e-parent\" data-id=\"fb57731\" 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-c4522a6 elementor-widget elementor-widget-text-editor\" data-id=\"c4522a6\" 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>Klantgegevens in verkoop- en marketingdatabases<\/p><p><strong>Doelstelling:<\/strong> Het bijhouden van schone, nauwkeurige en actuele klantgegevens, om zo effectieve verkoop, marketing en klantrelatiebeheer mogelijk te maken.<\/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-66a2018 e-flex e-con-boxed e-con e-parent\" data-id=\"66a2018\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-85d8b91 elementor-widget elementor-widget-heading\" data-id=\"85d8b91\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Proces voor gegevensopschoning<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0f03b6 elementor-widget elementor-widget-text-editor\" data-id=\"c0f03b6\" 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><li><p><strong>Dubbele klantidentificatie: <\/strong>Gebruik technieken voor fuzzy matching en ontdubbeling om dubbele klantrecords in verschillende systemen (bijv. CRM, ERP) samen te voegen.<\/p><\/li><li><p><strong>Segmentatie en categorisering: <\/strong>Segmenteer klanten op basis van belangrijke kenmerken (bijvoorbeeld aankoopgeschiedenis) voor gerichtere verkoop- en marketinginspanningen.<\/p><\/li><li><p><strong>Gegevensverrijking: <\/strong>Vul klantprofielen aan door aanvullende gegevens (bijvoorbeeld bedrijfsgrootte of branche-informatie) uit externe bronnen op te halen.<\/p><\/li><\/ul>\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-f5e26c6 e-con-full e-flex e-con e-child\" data-id=\"f5e26c6\" 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-d979af1 elementor-widget elementor-widget-text-editor\" data-id=\"d979af1\" 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>Hieronder kunt u ook de praktijkvoorbeelden van onze klanten lezen om te zien hoe we onze klanten hebben geholpen bij het realiseren van verrijkte en gestandaardiseerde gegevens.<\/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-f2736a7 elementor-widget elementor-widget-heading\" data-id=\"f2736a7\" 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\" id=\"download-case-study\">Casestudy downloaden<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5835108 elementor--h-position-center elementor--v-position-middle elementor-arrows-position-inside elementor-widget elementor-widget-slides\" data-id=\"5835108\" 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=\"Dia\u2019s\" 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-consolidatie voor een Fortune 500-bedrijf in de bosbouw<\/div><div  class=\"elementor-button elementor-slide-button elementor-size-sm\">Gratis 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\">Verbetering van de operationele prestaties door betere gegevenskwaliteit bij elektriciteitsbedrijven<\/div><div  class=\"elementor-button elementor-slide-button elementor-size-sm\">Gratis 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<div class=\"elementor-element elementor-element-eb6a325 e-flex e-con-boxed e-con e-parent\" data-id=\"eb6a325\" 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-c954a49 elementor-widget elementor-widget-heading\" data-id=\"c954a49\" 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\" id=\"best-practices-for-data-cleansing\">Beste praktijken voor het opschonen van gegevens<\/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-41ee6d1 e-flex e-con-boxed e-con e-parent\" data-id=\"41ee6d1\" 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-663a107 elementor-widget elementor-widget-text-editor\" data-id=\"663a107\" 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><li class=\"\" data-start=\"6617\" data-end=\"6793\"><p class=\"\" data-start=\"6619\" data-end=\"6793\"><strong data-start=\"6619\" data-end=\"6651\">Regels voor gegevenskwaliteit vaststellen<\/strong>: Stel naamgevingsconventies, classificatiestructuren en regels voor gegevenskwaliteit op en zorg ervoor dat deze worden nageleefd door alle teams, met het oog op consistentie en duidelijkheid.<\/p><\/li><li class=\"\" data-start=\"6794\" data-end=\"6969\"><p class=\"\" data-start=\"6796\" data-end=\"6969\"><strong data-start=\"6796\" data-end=\"6841\">Reinigingsdoelstellingen afstemmen op bedrijfsbehoeften<\/strong>: Zorg ervoor dat de gegevensopschoning wordt afgestemd op de bedrijfsdoelstellingen, of het nu gaat om inkoop, marketing of financi\u00eble doeleinden.<\/p><\/li><li class=\"\" data-start=\"6970\" data-end=\"7103\"><p class=\"\" data-start=\"6972\" data-end=\"7103\"><strong data-start=\"6972\" data-end=\"7003\">Gecentraliseerde gegevensopslagplaats<\/strong>: Door de gegevensopslag te centraliseren worden toegankelijkheid, consistentie en transparantie tussen de afdelingen gewaarborgd.<\/p><\/li><li class=\"\" data-start=\"7104\" data-end=\"7257\"><p class=\"\" data-start=\"7106\" data-end=\"7257\"><strong data-start=\"7106\" data-end=\"7147\">Geautomatiseerde gegevensvalidatie en -opschoning<\/strong>: AI-gestuurde tools kunnen repetitieve taken op het gebied van gegevensopschoning automatiseren, waardoor de handmatige inspanning wordt verminderd en de nauwkeurigheid wordt verbeterd.<\/p><\/li><li class=\"\" data-start=\"7258\" data-end=\"7446\"><p class=\"\" data-start=\"7260\" data-end=\"7446\"><strong data-start=\"7260\" data-end=\"7297\">Periodieke audits en gegevensbeheer<\/strong>: Regelmatige gegevenscontroles en robuuste bestuurskaders waarborgen de nauwkeurigheid van de gegevens op de lange termijn en de naleving van interne beleidsregels en sectorale regelgeving.<\/p><\/li><\/ul>\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-de68820 e-flex e-con-boxed e-con e-parent\" data-id=\"de68820\" 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-97fa291 elementor-widget elementor-widget-heading\" data-id=\"97fa291\" 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\" id=\"data-governance-and-cleansing-integration\">Integratie van gegevensbeheer en gegevensopschoning<\/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-dbe9e49 e-flex e-con-boxed e-con e-parent\" data-id=\"dbe9e49\" 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-fb96175 elementor-widget elementor-widget-text-editor\" data-id=\"fb96175\" 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 class=\"\" data-start=\"6619\" data-end=\"6793\">Databeheer en gegevensopschoning werken hand in hand om binnen de hele organisatie een hoge gegevenskwaliteit, consistentie en naleving van de regelgeving te waarborgen.<\/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-1eb55c3 e-flex e-con-boxed e-con e-parent\" data-id=\"1eb55c3\" 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-9b196f0 elementor-widget elementor-widget-heading\" data-id=\"9b196f0\" 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\" id=\"how-data-governance-complements-data-cleansing\">Hoe datagovernance een aanvulling vormt op datareiniging<\/h3>\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-a378fd6 e-flex e-con-boxed e-con e-parent\" data-id=\"a378fd6\" 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-e544f56 elementor-widget elementor-widget-text-editor\" data-id=\"e544f56\" 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 class=\"\" data-start=\"303\" data-end=\"574\">Data Governance definieert de regels, het beleid en de normen voor gegevensbeheer en waarborgt daarmee naleving, consistentie en beveiliging. Data Cleansing zorgt ervoor dat aan deze normen wordt voldaan door fouten, inconsistenties en duplicaten in de gegevens op te sporen en te corrigeren.<\/p><ul data-start=\"576\" data-end=\"731\"><li class=\"\" data-start=\"576\" data-end=\"646\"><p class=\"\" data-start=\"578\" data-end=\"646\">Het beheer stelt regels vast voor het invoeren van gegevens (bijvoorbeeld wat betreft indeling en classificatie).<\/p><\/li><li class=\"\" data-start=\"647\" data-end=\"731\"><p class=\"\" data-start=\"649\" data-end=\"731\">Door opschoning wordt gewaarborgd dat de gegevens aan deze regels voldoen en dat de nauwkeurigheid op de lange termijn behouden blijft.<\/p><\/li><\/ul>\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-5cad56c e-flex e-con-boxed e-con e-parent\" data-id=\"5cad56c\" 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-edcef76 elementor-widget elementor-widget-heading\" data-id=\"edcef76\" 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\" id=\"establishing-data-ownership-responsibility\">Het vaststellen van eigendom en verantwoordelijkheid met betrekking tot gegevens<\/h3>\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-346000c e-flex e-con-boxed e-con e-parent\" data-id=\"346000c\" 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-8306def elementor-widget elementor-widget-text-editor\" data-id=\"8306def\" 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 class=\"\" data-start=\"303\" data-end=\"574\">Bij gegevensverantwoordelijkheid worden specifieke teams of personen verantwoordelijk gesteld voor de kwaliteit van bepaalde datasets. Gegevensbeheerders houden toezicht op de gegevenskwaliteit, controleren deze en waarborgen deze door regelmatig problemen op te sporen en te verhelpen. Duidelijke verantwoordelijkheid vermindert onduidelijkheid en zorgt ervoor dat de verantwoordelijkheid voor de gegevenskwaliteit binnen de hele organisatie gewaarborgd blijft.<\/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-29a209f e-flex e-con-boxed e-con e-parent\" data-id=\"29a209f\" 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-0edccb4 elementor-widget elementor-widget-heading\" data-id=\"0edccb4\" 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\" id=\"preventive-vs-corrective-data-cleansing\">Preventieve versus correctieve gegevensopschoning<\/h3>\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-a16f482 e-flex e-con-boxed e-con e-parent\" data-id=\"a16f482\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c880f91 e-con-full e-flex e-con e-child\" data-id=\"c880f91\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-beb1e42 e-con-full e-flex e-con e-child\" data-id=\"beb1e42\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-4ecce07 e-con-full pointer e-flex e-con e-child\" data-id=\"4ecce07\" 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-a08de2a elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"a08de2a\" 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<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Layer_1\" viewbox=\"0 0 512 512\" data-name=\"Layer 1\"><path d=\"m361.14 355.288c3.866 0 7-3.134 7-7v-11.806h14.884v11.806c0 3.866 3.134 7 7 7h11.805v14.883h-11.805c-3.866 0-7 3.134-7 7v11.806h-14.884v-11.806c0-3.866-3.134-7-7-7h-11.806v-14.883zm-265.72 77.382h-28.588l28.588 28.588zm-38.487 38.488h28.587l-28.587-28.588zm58.583-387.077c0 3.866 3.134 7 7 7h164.062c3.866 0 7-3.134 7-7v-4.278h58.583v146.787c-27.684 2.437-66.428 10.188-92.009 33.41l-8.638 7.858c-1.458 1.326-2.289 3.207-2.289 5.178v88.089c0 45.091 15.103 82.097 44.878 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0 7-3.134 7-7v-11.806h11.805c3.866 0 7-3.134 7-7v-28.883c0-3.866-3.134-7-7-7h-11.805v-11.806c0-3.866-3.134-7-7-7zm-276.854 68.144h23.971v-23.971h-23.971zm262.396-123.578c28.333 0 64.89 5.674 84.838 21.424v72.652c0 34.033-10.64 60.356-32.526 80.475-15.332 14.084-33.295 22.445-52.312 31.295-19.017-8.851-36.979-17.211-52.31-31.294-21.889-20.119-32.529-46.443-32.529-80.476v-72.649c19.974-15.752 56.522-21.427 84.839-21.427zm0 25.831c-38.507 0-69.835 31.328-69.835 69.835s31.328 69.835 69.835 69.835 69.835-31.328 69.835-69.835-31.328-69.835-69.835-69.835z\"><\/path><\/svg>\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<h4 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tPreventieve reiniging\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h4>\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-6cf1e70 elementor-widget elementor-widget-text-editor\" data-id=\"6cf1e70\" 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;\">Het gaat om het toepassen van regels voor gegevensvalidatie op het moment van invoer, waardoor gegevensfouten worden voorkomen voordat ze zich voordoen (bijvoorbeeld formaatcontroles, verplichte velden).<\/p><p><strong data-start=\"1504\" data-end=\"1517\">Belangrijkste aandachtspunten<\/strong>: Fouten bij het invoeren van gegevens tot een minimum beperken (bijvoorbeeld door formaten te standaardiseren en verplichte velden te controleren).<\/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-4ce1f30 e-con-full pointer e-flex e-con e-child\" data-id=\"4ce1f30\" 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-dd173ff elementor-view-stacked elementor-shape-circle elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"dd173ff\" 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<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"_x33_0\" height=\"512\" viewbox=\"0 0 64 64\" width=\"512\"><g><path d=\"m62.707 2.707-1.414-1.414-7.191 7.191c-3.732-3.395-8.672-5.484-14.102-5.484-11.579 0-21 9.42-21 21 0 11.222 8.854 20.388 19.939 20.946l11.472-2.734c6.316-3.625 10.589-10.422 10.589-18.212 0-5.43-2.09-10.37-5.484-14.102zm-6.707 21.293c0 8.837-7.163 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3.59-.723 4.947l2.854 2.854c1.357-1.142 3.238-1.436 4.903-.741 1.696.701 2.813 2.237 2.966 4h4.035c.152-1.763 1.266-3.298 2.924-3.982 1.704-.711 3.587-.418 4.945.723l2.854-2.854c-1.14-1.357-1.435-3.238-.74-4.903.702-1.697 2.238-2.813 4-2.966v-4.036c-1.762-.152-3.297-1.265-3.982-2.922zm-20.311 14.647c-.195.195-.451.293-.707.293s-.512-.098-.707-.293c-.391-.391-.391-1.024 0-1.414.195-.195.451-.293.707-.293s.512.098.707.293c.391.39.391 1.024 0 1.414zm8.293 4.293c-.552 0-1-.448-1-1s.448-1 1-1 1 .448 1 1-.448 1-1 1zm9.707-4.293c-.195.195-.451.293-.707.293s-.512-.098-.707-.293c-.391-.391-.391-1.024 0-1.414.195-.195.451-.293.707-.293s.512.098.707.293c.391.39.391 1.024 0 1.414zm4.293-9.707c0 .552-.448 1-1 1s-1-.448-1-1 .448-1 1-1 1 .448 1 1z\"><\/path><path d=\"m3.374 60.625 8.67-2.167-6.502-6.502z\"><\/path><path d=\"m50 45c0-.099-.014-.193-.019-.291-2.901 1.405-6.137 2.217-9.556 2.279.77 1.769 2.523 3.012 4.575 3.012 2.761 0 5-2.239 5-5z\"><\/path><path d=\"m39 31h2v2h-2z\"><\/path><path d=\"m43 31h2v2h-2z\"><\/path><path d=\"m35 31h2v2h-2z\"><\/path><\/g><\/svg>\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<h4 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tCorrectieve reiniging\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h4>\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-2173056 elementor-widget elementor-widget-text-editor\" data-id=\"2173056\" 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 class=\"\" data-start=\"1618\" data-end=\"1888\">Het richt zich op problemen in reeds ingevoerde gegevens, zoals het verwijderen van dubbele records, het corrigeren van verkeerde classificaties of het aanvullen van ontbrekende waarden. Deze stap zorgt ervoor dat de gegevens nauwkeurig en consistent blijven nadat ze in het systeem zijn opgenomen.<\/p><p><strong data-start=\"1894\" data-end=\"1907\">Belangrijkste aandachtspunten<\/strong>: Het corrigeren van bestaande gegevensfouten en het waarborgen van de gegevensintegriteit na invoer.<\/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\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-12995f2 e-flex e-con-boxed e-con e-parent\" data-id=\"12995f2\" 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-5935669 elementor-widget elementor-widget-heading\" data-id=\"5935669\" 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\" id=\"the-future-of-master-data-cleansing\">De toekomst van het opschonen van stamgegevens<\/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-da76e90 e-flex e-con-boxed e-con e-parent\" data-id=\"da76e90\" 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-c8d0387 elementor-widget elementor-widget-text-editor\" data-id=\"c8d0387\" 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>De toekomst van het opschonen van stamgegevens in 2026 zal waarschijnlijk aanzienlijke vooruitgang laten zien, aangedreven door opkomende technologie\u00ebn, veranderende bedrijfsbehoeften en toenemende gegevenscomplexiteit. Hier volgen enkele trends en ontwikkelingen die we kunnen verwachten:<\/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-fd92990 e-flex e-con-boxed e-con e-parent\" data-id=\"fd92990\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-07e0efb elementor-widget elementor-widget-heading\" data-id=\"07e0efb\" 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\" id=\"artificial-intelligence-ai-and-machine-learning-ml-integration\">Integratie van kunstmatige intelligentie (AI) en machine learning (ML)<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-664075b elementor-widget elementor-widget-text-editor\" data-id=\"664075b\" 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>\u2013 AI en ML zullen een centrale rol spelen bij het automatiseren van taken op het gebied van gegevensopschoning.<\/p><p>\u2013 Modellen voor machine learning zullen problemen met gegevens voorspellen en corrigeren voordat deze de bedrijfsvoering be\u00efnvloeden, waarbij ze leren van historische gegevens en hun nauwkeurigheid voortdurend verbeteren.<\/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-b295ecd e-flex e-con-boxed e-con e-parent\" data-id=\"b295ecd\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7c28cce elementor-widget elementor-widget-heading\" data-id=\"7c28cce\" 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\" id=\"data-quality-as-a-service-dqaas\">Data Quality as a Service (DQaas)<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f286127 elementor-widget elementor-widget-text-editor\" data-id=\"f286127\" 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>\u2013 Bedrijven zullen in toenemende mate gebruikmaken van cloudgebaseerde platforms die gegevenskwaliteit en -opschoning als een dienst aanbieden.<\/p><p>\u2013 Deze platforms bieden schaalbare oplossingen met ingebouwde AI-mogelijkheden, waardoor gegevensbeheer voor organisaties van elke omvang eenvoudiger wordt.<\/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-919011b e-flex e-con-boxed e-con e-parent\" data-id=\"919011b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-26d8381 elementor-widget elementor-widget-heading\" data-id=\"26d8381\" 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\" id=\"integration-of-iot-and-real-time-data\">Integratie van het IoT en realtimegegevens<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-600e6fa elementor-widget elementor-widget-text-editor\" data-id=\"600e6fa\" 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>\u2013 Naarmate het gebruik van het Internet of Things (IoT) toeneemt, zullen realtimegegevens een steeds grotere rol gaan spelen bij het beheer van stamgegevens.<\/p><p>\u2013 Bedrijven zullen het hoofd moeten bieden aan de uitdagingen die gepaard gaan met het opschonen van gegevens die in realtime binnenkomen via diverse sensoren en apparaten.<\/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-a72f036 e-flex e-con-boxed e-con e-parent\" data-id=\"a72f036\" 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-245519a elementor-widget elementor-widget-heading\" data-id=\"245519a\" 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\" id=\"how-verdantis-solves-master-data-cleansing\">Hoe lost Verdantis het opschonen van stamgegevens op?<\/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-b220210 e-flex e-con-boxed e-con e-parent\" data-id=\"b220210\" 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-cf2ef43 elementor-widget elementor-widget-text-editor\" data-id=\"cf2ef43\" 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><li><strong>Procesautomatisering: <\/strong>AI kan het gehele proces van gegevensopschoning automatiseren, van foutdetectie tot gegevensverrijking en validatie, waardoor wordt gewaarborgd dat de gegevens continu en consistent worden opgeschoond.<\/li><li><strong>Verwerking van grote datasets:<\/strong> AI en ML kunnen op effici\u00ebnte wijze enorme hoeveelheden gegevens verwerken en deze in een fractie van de tijd opschonen die handmatige processen zouden vergen. Dit is met name van grote waarde voor grote ondernemingen met omvangrijke datasets, waar traditionele methoden voor gegevensopschoning traag en omslachtig zijn.<\/li><li><strong>Schaalbare oplossingen:<\/strong> AI-gestuurde oplossingen voor gegevensopschoning schalen mee met het gegevensvolume van de organisatie, waardoor bedrijven hun gegevens eenvoudig kunnen beheren en opschonen naarmate deze groeien, zonder dat er extra handmatige tussenkomst nodig is.<\/li><li><strong>Door AI aangestuurde gegevensverrijking:<\/strong> Machine learning kan gegevens verrijken door aanvullende informatie uit externe gegevensbronnen voor te stellen of op te halen.<\/li><\/ul>\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-5e14fd8 e-flex e-con-boxed e-con e-parent\" data-id=\"5e14fd8\" 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-c64acaa elementor-widget elementor-widget-heading\" data-id=\"c64acaa\" 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\" id=\"conclusion\">Conclusie<\/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-5c8c649 e-flex e-con-boxed e-con e-parent\" data-id=\"5c8c649\" 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-4dc3d14 elementor-widget elementor-widget-text-editor\" data-id=\"4dc3d14\" 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>Het opschonen van stamgegevens is een cruciaal proces voor organisaties die de gegevensintegriteit willen waarborgen, de operationele effici\u00ebntie willen verbeteren en weloverwogen beslissingen willen nemen. Naarmate bedrijven steeds vaker gebruikmaken van AI-gestuurde tools en cloudoplossingen, evolueert het opschonen van gegevens naar een meer geautomatiseerd, realtime en schaalbaar proces, waardoor organisaties kunnen voldoen aan de groeiende eisen van de toekomst.<\/p><p>Door best practices toe te passen en gebruik te maken van de juiste technologie\u00ebn kunnen bedrijven de gegevenskwaliteit verbeteren, betere beslissingen nemen en hun bedrijfsvoering in alle afdelingen stroomlijnen.<\/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\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Inzicht in processen voor gegevensopschoning, normalisatie en verrijking voor verschillende gegevensdomeinen in de ERP-stamgegevens<\/p>","protected":false},"author":4,"featured_media":29401,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[64],"tags":[],"class_list":["post-29399","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.verdantis.com\/nl\/wp-json\/wp\/v2\/posts\/29399","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.verdantis.com\/nl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.verdantis.com\/nl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/nl\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/nl\/wp-json\/wp\/v2\/comments?post=29399"}],"version-history":[{"count":0,"href":"https:\/\/www.verdantis.com\/nl\/wp-json\/wp\/v2\/posts\/29399\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.verdantis.com\/nl\/wp-json\/wp\/v2\/media\/29401"}],"wp:attachment":[{"href":"https:\/\/www.verdantis.com\/nl\/wp-json\/wp\/v2\/media?parent=29399"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.verdantis.com\/nl\/wp-json\/wp\/v2\/categories?post=29399"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.verdantis.com\/nl\/wp-json\/wp\/v2\/tags?post=29399"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}