{"id":1905,"date":"2026-01-12T19:20:10","date_gmt":"2026-01-12T18:20:10","guid":{"rendered":"https:\/\/www.yourdata.de\/datenaufbereitung\/"},"modified":"2026-10-22T16:42:42","modified_gmt":"2026-10-22T14:42:42","slug":"data-preparation","status":"publish","type":"page","link":"https:\/\/www.yourdata.de\/en\/data-preparation\/","title":{"rendered":"Data preparation \u2013 from data to customer experiences"},"content":{"rendered":"\n<div class=\"intro-text mb-100\">\n<div class=\"intro-text-inner\">\n<p class=\"gb-text\">Whether by post, telephone or digitally: only with complete and accurate data can you reach your customers reliably and address them correctly. CRM systems offer many functions, but without verified data, errors arise that can jeopardise trust and the success of your campaigns. Incorrect forms of address, incomplete addresses or exclusion lists that have not been taken into account do not leave a good impression \u2013 and in the worst case, may even pose legal risks. Here at yourdata, we ensure that your customer data is professionally verified, cleaned and sustainably improved. With more than 15 million refined addresses per year, we are familiar with the typical sources of error and have developed a processing chain that reliably improves data quality.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"mb-100 anforderungen-outer-wrapper alignfull\">\n<div class=\"inner-container-30 anforderungen-outer-inner\">\n<h2 class=\"gb-text anforderungen-main-headline\">Requirements for professional data preparation<\/h2>\n\n\n\n<div class=\"anforderungen-wrapper\">\n<div class=\"anforderungen-item\">\n<h3 class=\"anforderungen-headline\"><span class=\"gb-shape\"><svg id=\"Ebene_2\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1002 710\"><g id=\"Ebene_1-2\"><path d=\"M12.5,698.5c-8.34-7.66-12.5-17.5-12.5-29.5V41c0-11.33,4.16-21,12.5-29C20.83,4,31,0,43,0h916c12,0,22.16,4,30.5,12,8.33,8,12.5,17.67,12.5,29v628c0,12-4.17,21.84-12.5,29.5-8.34,7.67-18.5,11.5-30.5,11.5H43c-12,0-22.17-3.83-30.5-11.5ZM476,412L14,73,52,22l449,330L950,22l38,51-462,339c-7.34,5.34-15.67,8-25,8-8,0-16.34-2.66-25-8ZM936,648V62H66v586h870Z\"><\/path><\/g><\/svg><\/span><span class=\"gb-text\"><strong>Ensuring accessibility<\/strong><\/span><\/h3>\n\n\n\n<p class=\"gb-text anforderungen-text\">Addresses, telephone numbers and email addresses must be correct and valid.<\/p>\n<\/div>\n\n\n\n<div class=\"anforderungen-item\">\n<h3 class=\"anforderungen-headline\"><span class=\"gb-shape\"><svg id=\"Ebene_1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.1\" viewBox=\"0 0 995.86 1302.4\">\n  \n  <path d=\"M81.43,1285.2c-6.34-6-9.5-13.67-9.5-23v-374c0-23.33-2-40.83-6-52.5-4-11.66-11-25.5-21-41.5-10.67-17.33-18.84-34.66-24.5-52-5.67-17.33-8.5-38.66-8.5-64v-234c0-24.66,6.5-47.66,19.5-69,13-21.33,30.33-38.33,52-51,21.66-12.66,44.83-19,69.5-19h72c24.66,0,47.83,6.34,69.5,19,21.66,12.67,39,29.67,52,51,13,21.34,19.5,44.34,19.5,69v234c0,26-2.84,47.5-8.5,64.5-5.67,17-13.84,34.17-24.5,51.5-10,15.34-17,29-21,41-4,12-6,29.67-6,53v374c0,9.33-3.17,17-9.5,23-6.34,6-14.17,9-23.5,9s-17-3.17-23-9.5c-6-6.34-9-13.84-9-22.5v-374c0-30,3-54,9-72s14-35.33,24-52c9.33-14.66,16-27.83,20-39.5,4-11.66,6-27.16,6-46.5v-234c0-21.33-7.17-39.5-21.5-54.5-14.34-15-32.17-22.5-53.5-22.5h-72c-21.34,0-39.17,7.5-53.5,22.5-14.34,15-21.5,33.17-21.5,54.5v234c0,19.34,2,34.84,6,46.5,4,11.67,11,24.84,21,39.5,10,16.67,17.83,34,23.5,52,5.66,18,8.5,42,8.5,72v374c0,8.66-3,16.16-9,22.5-6,6.33-13.67,9.5-23,9.5s-17.17-3-23.5-9ZM133.43,211.7c-17-9.66-30.34-22.66-40-39-9.67-16.33-14.5-34.83-14.5-55.5s4.83-39.16,14.5-55.5c9.66-16.33,23-29.33,40-39,17-9.66,35.5-14.5,55.5-14.5s38.5,4.84,55.5,14.5c17,9.67,30.33,22.67,40,39,9.66,16.34,14.5,34.84,14.5,55.5s-4.84,39.17-14.5,55.5c-9.67,16.34-23,29.34-40,39-17,9.67-35.5,14.5-55.5,14.5s-38.5-4.83-55.5-14.5ZM226.93,155.7c10-10.33,15-23.16,15-38.5s-5-28.16-15-38.5c-10-10.33-22.67-15.5-38-15.5s-28,5.17-38,15.5c-10,10.34-15,23.17-15,38.5s5,28.17,15,38.5c10,10.34,22.66,15.5,38,15.5s28-5.16,38-15.5ZM719.43,1284.7c-6.34-6.34-9.5-13.84-9.5-22.5v-368h-163c-12.67,0-23.34-4.16-32-12.5-8.67-8.33-13-18.5-13-30.5,0-8,2-15.33,6-22l83-171c7.33-14.66,11-30.66,11-48v-166c0-26,6.16-49.5,18.5-70.5,12.33-21,29.33-37.66,51-50,21.66-12.33,45.5-18.5,71.5-18.5s49,6.34,71,19c22,12.67,39.16,29.5,51.5,50.5,12.33,21,18.5,44.17,18.5,69.5v166c0,17.34,3.66,33.34,11,48l84,171c3.33,6.67,5,14,5,22,0,12-4.34,22.17-13,30.5-8.67,8.34-19.34,12.5-32,12.5h-163v368c0,8.66-3.34,16.16-10,22.5-6.67,6.33-14.34,9.5-23,9.5-9.34,0-17.17-3.17-23.5-9.5ZM556.93,834.2h372l-10,16-81-165c-12-24.66-18-49.66-18-75v-168c0-22.66-7.17-41-21.5-55-14.34-14-32.84-21-55.5-21s-41.17,7-55.5,21c-14.34,14-21.5,32.34-21.5,55v168c0,25.34-6,50.34-18,75l-81,165-10-16ZM687.43,211.7c-17-9.66-30.34-22.66-40-39-9.67-16.33-14.5-34.83-14.5-55.5s4.83-39.16,14.5-55.5c9.66-16.33,23-29.33,40-39,17-9.66,35.5-14.5,55.5-14.5s38.5,4.84,55.5,14.5c17,9.67,30.33,22.67,40,39,9.66,16.34,14.5,34.84,14.5,55.5s-4.84,39.17-14.5,55.5c-9.67,16.34-23,29.34-40,39-17,9.67-35.5,14.5-55.5,14.5s-38.5-4.83-55.5-14.5ZM780.93,155.7c10-10.33,15-23.16,15-38.5s-5-28.16-15-38.5c-10-10.33-22.67-15.5-38-15.5s-28,5.17-38,15.5c-10,10.34-15,23.17-15,38.5s5,28.17,15,38.5c10,10.34,22.66,15.5,38,15.5s28-5.16,38-15.5Z\"><\/path>\n<\/svg><\/span><span class=\"gb-text\"><strong>Consistent forms of address and personalisation<\/strong><\/span><\/h3>\n\n\n\n<p class=\"gb-text anforderungen-text\">Titles, forms of address and name components must be correctly assigned.<\/p>\n<\/div>\n\n\n\n<div class=\"anforderungen-item\">\n<h3 class=\"anforderungen-headline\"><span class=\"gb-shape\"><svg id=\"Ebene_1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.1\" viewBox=\"0 0 836.99 891.97\">\n  \n  \n  <path class=\"st0\" d=\"M191.31,24.97c25.33,0,48.33,2.17,69,6.5,20.66,4.34,42.66,11.17,66,20.5,15.33,6,23,16.67,23,32,0,8.67-2.84,15.84-8.5,21.5s-13.17,8.5-22.5,8.5c-8.67,0-16.67-1.66-24-5-17.34-7.33-33.34-12.66-48-16-14.67-3.33-33-5-55-5-28.67,0-53.5,7.84-74.5,23.5-21,15.67-31.5,37.84-31.5,66.5,0,12,2,22.67,6,32,4,9.34,9.16,17.34,15.5,24,6.33,6.67,13.66,12.67,22,18,8.33,5.34,16.83,10,25.5,14l103,49c67.33,32,101,82.34,101,151,0,25.34-5.5,49.84-16.5,73.5-11,23.67-25.17,43.84-42.5,60.5,18,14,32.33,31,43,51,10.66,20,16,43.34,16,70s-4.84,47.66-14.5,67c-9.67,19.33-22.5,35.5-38.5,48.5s-34.5,22.83-55.5,29.5c-21,6.66-42.5,10-64.5,10-26.67,0-51.5-2.5-74.5-7.5s-45.5-12.17-67.5-21.5c-9.34-4-15.84-8.67-19.5-14-3.67-5.34-5.5-11.67-5.5-19,0-8.67,2.66-15.84,8-21.5,5.33-5.67,13-8.5,23-8.5,7.33,0,15.33,1.66,24,5,17.33,6.66,34.5,12.33,51.5,17,17,4.66,37.16,7,60.5,7,14,0,27.33-2,40-6,12.66-4,23.83-10,33.5-18,9.66-8,17.33-17.67,23-29,5.66-11.34,8.5-24.33,8.5-39,0-25.33-6.84-45.33-20.5-60-13.67-14.66-31.17-27-52.5-37l-100-48c-32-15.33-56.67-34.5-74-57.5-17.34-23-26-51.5-26-85.5,0-26.66,5.83-52.16,17.5-76.5,11.66-24.33,26.5-45.16,44.5-62.5-17.34-13.33-32-29.5-44-48.5s-18-41.5-18-67.5c0-24.66,4.83-46.66,14.5-66,9.66-19.33,22.5-35.33,38.5-48,16-12.66,34.5-22.33,55.5-29,21-6.66,42.83-10,65.5-10ZM136.31,325.97c-18,15.34-31.5,32.5-40.5,51.5s-13.5,37.5-13.5,55.5c0,21.34,5.5,38.67,16.5,52,11,13.34,26.16,24.67,45.5,34l99,48c16-14,28.16-30,36.5-48,8.33-18,12.5-35.66,12.5-53,0-22.66-5.67-41.5-17-56.5-11.34-15-26.67-27.5-46-37.5l-93-46Z\"><\/path>\n  <path class=\"st0\" d=\"M652.67,15.99c25.33,0,48.33,2.17,69,6.5,20.66,4.34,42.66,11.17,66,20.5,15.33,6,23,16.67,23,32,0,8.67-2.84,15.84-8.5,21.5s-13.17,8.5-22.5,8.5c-8.67,0-16.67-1.66-24-5-17.34-7.33-33.34-12.66-48-16-14.67-3.33-33-5-55-5-28.67,0-53.5,7.84-74.5,23.5-21,15.67-31.5,37.84-31.5,66.5,0,12,2,22.67,6,32,4,9.34,9.16,17.34,15.5,24,6.33,6.67,13.66,12.67,22,18,8.33,5.34,16.83,10,25.5,14l103,49c67.33,32,101,82.34,101,151,0,25.34-5.5,49.84-16.5,73.5-11,23.67-25.17,43.84-42.5,60.5,18,14,32.33,31,43,51,10.66,20,16,43.34,16,70s-4.84,47.66-14.5,67c-9.67,19.33-22.5,35.5-38.5,48.5s-34.5,22.83-55.5,29.5c-21,6.66-42.5,10-64.5,10-26.67,0-51.5-2.5-74.5-7.5s-45.5-12.17-67.5-21.5c-9.34-4-15.84-8.67-19.5-14-3.67-5.34-5.5-11.67-5.5-19,0-8.67,2.66-15.84,8-21.5,5.33-5.67,13-8.5,23-8.5,7.33,0,15.33,1.66,24,5,17.33,6.66,34.5,12.33,51.5,17,17,4.66,37.16,7,60.5,7,14,0,27.33-2,40-6,12.66-4,23.83-10,33.5-18,9.66-8,17.33-17.67,23-29,5.66-11.34,8.5-24.33,8.5-39,0-25.33-6.84-45.33-20.5-60-13.67-14.66-31.17-27-52.5-37l-100-48c-32-15.33-56.67-34.5-74-57.5-17.34-23-26-51.5-26-85.5,0-26.66,5.83-52.16,17.5-76.5,11.66-24.33,26.5-45.16,44.5-62.5-17.34-13.33-32-29.5-44-48.5s-18-41.5-18-67.5c0-24.66,4.83-46.66,14.5-66,9.66-19.33,22.5-35.33,38.5-48,16-12.66,34.5-22.33,55.5-29,21-6.66,42.83-10,65.5-10ZM597.67,316.99c-18,15.34-31.5,32.5-40.5,51.5s-13.5,37.5-13.5,55.5c0,21.34,5.5,38.67,16.5,52,11,13.34,26.16,24.67,45.5,34l99,48c16-14,28.16-30,36.5-48,8.33-18,12.5-35.66,12.5-53,0-22.66-5.67-41.5-17-56.5-11.34-15-26.67-27.5-46-37.5l-93-46Z\"><\/path>\n<\/svg><\/span><span class=\"gb-text\"><strong>Ensuring legal certainty<\/strong><\/span><\/h3>\n\n\n\n<p class=\"gb-text anforderungen-text\">Block lists, advertising opt-outs and GDPR requirements must be consistently taken into account.<\/p>\n<\/div>\n\n\n\n<div class=\"anforderungen-item\">\n<h3 class=\"anforderungen-headline\"><span class=\"gb-shape\"><svg id=\"Ebene_1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.1\" viewBox=\"0 0 1083.07 962.72\">\n  \n\n  <path class=\"st0\" d=\"M14.03,935.36c-6.34-6.67-9.5-14.34-9.5-23v-93c0-32,7.83-61.5,23.5-88.5,15.66-27,37-48.33,64-64,27-15.66,56.83-23.5,89.5-23.5h288c32.66,0,62.5,7.84,89.5,23.5,27,15.67,48.33,37,64,64,15.66,27,23.5,56.5,23.5,88.5v93c0,8.66-3.34,16.33-10,23-6.67,6.66-14.34,10-23,10-9.34,0-17.17-3.34-23.5-10-6.34-6.67-9.5-14.34-9.5-23v-93c0-32.66-10.5-59.66-31.5-81-21-21.33-47.5-32-79.5-32H181.53c-32,0-58.5,10.5-79.5,31.5s-31.5,48.17-31.5,81.5v93c0,8.66-3.34,16.33-10,23-6.67,6.66-14.34,10-23,10-9.34,0-17.17-3.34-23.5-10ZM246.03,490.36c-24.34-14-43.67-33-58-57-14.34-24-21.5-50.33-21.5-79s7.16-55,21.5-79c14.33-24,33.66-43,58-57,24.33-14,50.83-21,79.5-21s55.16,7,79.5,21c24.33,14,43.66,33,58,57,14.33,24,21.5,50.34,21.5,79s-7.17,55-21.5,79c-14.34,24-33.67,43-58,57-24.34,14-50.84,21-79.5,21s-55.17-7-79.5-21ZM392.53,421.86c17.33-18.33,26-41.16,26-68.5s-8.67-49-26-67c-17.34-18-39.34-27-66-27s-49.84,9-67.5,27c-17.67,18-26.5,40.34-26.5,67s8.83,50.17,26.5,68.5c17.66,18.34,40.16,27.5,67.5,27.5s48.66-9.16,66-27.5ZM678.03,310.36c-24.34-14-43.67-33-58-57-14.34-24-21.5-50.33-21.5-79s7.16-55,21.5-79c14.33-24,33.66-43,58-57,24.33-14,50.83-21,79.5-21s55.16,7,79.5,21c24.33,14,43.66,33,58,57,14.33,24,21.5,50.34,21.5,79s-7.17,55-21.5,79c-14.34,24-33.67,43-58,57-24.34,14-50.84,21-79.5,21s-55.17-7-79.5-21ZM1022.03,755.36c-6.34-6.66-9.5-14.33-9.5-23v-93c0-32.66-10.5-59.66-31.5-81-21-21.33-47.5-32-79.5-32h-252c-8,0-15.17-3.16-21.5-9.5-6.34-6.33-9.5-13.5-9.5-21.5,0-9.33,3.16-17,9.5-23,6.33-6,13.5-9,21.5-9h252c32.66,0,62.5,7.84,89.5,23.5,27,15.67,48.33,37,64,64,15.66,27,23.5,56.5,23.5,88.5v93c0,8.67-3.34,16.34-10,23s-14.34,10-23,10c-9.34,0-17.17-3.33-23.5-10ZM824.53,241.86c17.33-18.33,26-41.16,26-68.5s-8.67-49-26-67c-17.34-18-39.34-27-66-27s-49.84,9-67.5,27c-17.67,18-26.5,40.34-26.5,67s8.83,50.17,26.5,68.5c17.66,18.34,40.16,27.5,67.5,27.5s48.66-9.16,66-27.5Z\"><\/path>\n<\/svg><\/span><span class=\"gb-text\"><strong>Avoiding duplicates<\/strong><\/span><\/h3>\n\n\n\n<p class=\"gb-text anforderungen-text\">Duplicate systems and redundant contacts must be identified and resolved.<\/p>\n<\/div>\n\n\n\n<div class=\"anforderungen-item\">\n<h3 class=\"anforderungen-headline\"><span class=\"gb-shape\"><svg id=\"Ebene_1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.1\" viewBox=\"0 0 751.72 962.79\">\n  \n  <path d=\"M31.36,931.89c-8.34-8.34-12.5-18.84-12.5-31.5V284.39c0-8.66,3.33-16.16,10-22.5,6.66-6.33,14.33-9.5,23-9.5s16.33,3.17,23,9.5c6.66,6.34,10,13.84,10,22.5v598h582V80.39H84.86v50c0,8.67-3.34,16.34-10,23s-14.34,10-23,10-16.34-3.33-23-10c-6.67-6.66-10-14.33-10-23V62.39c0-12.66,4.16-23.16,12.5-31.5s18.83-12.5,31.5-12.5h626c12.66,0,23.16,4.17,31.5,12.5,8.33,8.34,12.5,18.84,12.5,31.5v838c0,12.66-4.17,23.16-12.5,31.5-8.34,8.33-18.84,12.5-31.5,12.5H62.86c-12.67,0-23.17-4.17-31.5-12.5ZM159.36,229.89c-6.34-6.33-9.5-13.83-9.5-22.5s3.16-16.16,9.5-22.5,13.5-9.5,21.5-9.5h105c8,0,15.16,3.17,21.5,9.5,6.33,6.34,9.5,14.17,9.5,23.5,0,8-3.17,15.17-9.5,21.5s-13.5,9.5-21.5,9.5h-105c-8,0-15.17-3.16-21.5-9.5ZM275.86,724.39c-30.67-18-54.84-42-72.5-72-17.67-30-26.5-63-26.5-99s8.83-69,26.5-99c17.66-30,41.83-54,72.5-72,30.66-18,64-27,100-27s69.33,9,100,27c30.66,18,54.83,42,72.5,72,17.66,30,26.5,63,26.5,99s-8.84,69-26.5,99c-17.67,30-41.84,54-72.5,72-30.67,18-64,27-100,27s-69.34-9-100-27ZM443.36,669.39c20.33-12,36.33-28,48-48,11.66-20,17.5-42.66,17.5-68s-5.84-48-17.5-68c-11.67-20-27.67-36-48-48-20.34-12-42.84-18-67.5-18s-47.17,6-67.5,18c-20.34,12-36.34,28-48,48-11.67,20-17.5,42.67-17.5,68s5.83,48,17.5,68c11.66,20,27.66,36,48,48,20.33,12,42.83,18,67.5,18s47.16-6,67.5-18Z\"><\/path>\n<\/svg><\/span><span class=\"gb-text\"><strong>Ensuring data consistency<\/strong><\/span><\/h3>\n\n\n\n<p class=\"gb-text anforderungen-text\">Contradictory or incorrect content must be identified and corrected.<\/p>\n<\/div>\n\n\n\n<div class=\"anforderungen-item\">\n<h3 class=\"anforderungen-headline\"><span class=\"gb-shape\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Ebene_1\" data-name=\"Ebene 1\" viewBox=\"0 0 159.4 162.7\">\n  <path class=\"cls-1\" d=\"M59,161.3c-1.1-.9-1.8-2.2-2-3.8l-2.6-17.2-13.4-7.5-14.9,6.1c-1,.4-2,.7-3.1.7s-2.2-.3-3.2-.9-1.8-1.3-2.4-2.2L1,107.7c-.7-1.1-1-2.2-1-3.3,0-1.7.9-3.3,2.6-4.7l13.1-10.3v-16l-13.1-10.3c-1.7-1.4-2.6-3-2.6-4.7s.3-2.2,1-3.3l16.4-28.6c.5-.9,1.3-1.6,2.4-2.2,1-.6,2.1-.9,3.2-.9s2.1.2,3.1.7l14.9,6,13.4-7.5,2.6-17.2c.2-1.6.9-2.9,2-3.8s2.5-1.4,4.2-1.4h33.1c1.6,0,3,.5,4.2,1.4s1.8,2.2,2,3.8l2.6,17.2,13.4,7.5,14.9-6c1.1-.4,2.1-.7,3.1-.7s2.2.3,3.2.9c1,.6,1.8,1.3,2.4,2.2l16.4,28.6c.7,1.1,1,2.2,1,3.3,0,1.7-.9,3.3-2.6,4.7l-13.1,10.3v16l13.1,10.3c1.7,1.4,2.6,3,2.6,4.7s-.3,2.2-1,3.3l-16.4,28.6c-.5.9-1.3,1.6-2.4,2.2s-2.1.9-3.2.9-2-.2-3.1-.7l-14.9-6.1-13.4,7.5-2.6,17.2c-.2,1.6-.9,2.9-2,3.8s-2.5,1.4-4.2,1.4h-33.1c-1.6,0-3-.5-4.2-1.4ZM93,153.2l2.3-15.7c.3-2.1,1.3-3.5,2.9-4.4l16.4-9.3c1.1-.7,2.3-1,3.6-1s2.1.2,3.3.7l13.6,5.6,13.4-23.6-12.6-9.7c-1.5-1.2-2.3-2.8-2.3-4.9v-19c0-2.1.8-3.7,2.3-4.9l12.6-9.6-13.4-23.6-13.6,5.6c-1.2.4-2.3.7-3.3.7s-2.5-.3-3.6-1l-16.4-9.3c-1.6-.9-2.6-2.3-2.9-4.4l-2.3-15.7h-26.5l-2.3,15.7c-.3,2.1-1.3,3.6-2.9,4.4l-16.4,9.3c-1,.7-2.2,1-3.6,1s-2.1-.2-3.3-.7l-13.6-5.6-13.4,23.6,12.6,9.6c1.5,1.2,2.3,2.8,2.3,4.9v19c0,2.1-.8,3.7-2.3,4.9l-12.6,9.7,13.4,23.6,13.6-5.6c1.2-.4,2.3-.7,3.3-.7,1.4,0,2.6.3,3.6,1l16.4,9.3c1.6.9,2.6,2.3,2.9,4.4l2.3,15.7h26.5ZM66.7,103.6c-4-2.3-7.1-5.4-9.5-9.3-2.3-3.9-3.5-8.2-3.5-12.9s1.2-9,3.5-12.9c2.3-3.9,5.5-7,9.5-9.3s8.3-3.4,13-3.4,9,1.1,13,3.4c4,2.3,7.1,5.4,9.5,9.3,2.3,3.9,3.5,8.2,3.5,12.9s-1.2,9-3.5,12.9c-2.3,3.9-5.5,7-9.5,9.3-4,2.3-8.3,3.4-13,3.4s-9-1.1-13-3.4ZM91.7,93.4c3.2-3.2,4.8-7.2,4.8-12s-1.6-8.8-4.8-12c-3.2-3.2-7.2-4.8-12-4.8s-8.8,1.6-12,4.8-4.8,7.2-4.8,12,1.6,8.8,4.8,12c3.2,3.2,7.2,4.8,12,4.8s8.8-1.6,12-4.8Z\"><\/path>\n<\/svg><\/span><span class=\"gb-text\">Making the most of automation<\/span><\/h3>\n\n\n\n<p class=\"gb-text anforderungen-text\">Data preparation processes should be made efficient through automation. Manual processing steps should be kept to a minimum.<\/p>\n<\/div>\n\n\n\n<div class=\"anforderungen-item\">\n<h3 class=\"anforderungen-headline\"><span class=\"gb-shape\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Ebene_1\" data-name=\"Ebene 1\" viewBox=\"0 0 409.9 254.8\">\n \n  <path class=\"cls-1\" d=\"M122,240c-26.3-9.9-49.7-23.9-70.2-42-20.5-18.1-37-38.8-49.7-62.3-1.4-3.1-2.2-5.9-2.2-8.3s.7-4.9,2.2-7.5c12.2-23.7,28.6-44.6,49.2-62.6,20.6-18.1,44-32.1,70.4-42.2C148,5,175.8,0,205,0s56.6,5,82.9,14.9,49.7,23.9,70.2,42c20.5,18.1,37,38.8,49.7,62.3,1.4,2.9,2.2,5.6,2.2,8.2s-.7,5.4-2.2,8.3c-12.7,23.5-29.3,44.2-49.7,62.3-20.5,18.1-43.8,32.1-70.2,42-26.3,9.9-54,14.9-82.9,14.9s-56.6-5-82.9-14.9ZM279.1,219.7c23.1-8.6,43.7-20.8,61.9-36.6,18.2-15.8,33-34.3,44.5-55.7-11.5-21.3-26.3-39.8-44.5-55.6s-38.8-28-61.9-36.6c-23.1-8.6-47.8-12.9-74.1-12.9s-51,4.3-74.1,12.9c-23.1,8.6-43.7,20.8-61.9,36.6-18.2,15.8-33,34.3-44.5,55.6,11.5,21.3,26.3,39.9,44.5,55.7,18.2,15.8,38.8,28,61.9,36.6,23.1,8.6,47.8,12.9,74.1,12.9s51-4.3,74.1-12.9ZM168.2,188.6c-11.1-6.3-19.9-15-26.4-25.9-6.5-10.9-9.7-22.7-9.7-35.4s3.2-24.5,9.7-35.4c6.5-10.9,15.3-19.5,26.4-25.8,11.1-6.3,23.4-9.5,36.8-9.5s25.7,3.2,36.8,9.5c11.1,6.3,19.9,15,26.4,25.8,6.5,10.9,9.7,22.7,9.7,35.4s-3.2,24.5-9.7,35.4c-6.5,10.9-15.3,19.5-26.4,25.9-11.1,6.3-23.4,9.5-36.8,9.5s-25.7-3.2-36.8-9.5ZM230.1,170.7c7.7-4.4,13.7-10.5,18.1-18.1,4.4-7.6,6.6-16,6.6-25.1s-2.2-17.4-6.6-24.9c-4.4-7.5-10.5-13.6-18.1-18.1s-16-6.8-25.1-6.8-17.5,2.2-25.1,6.6c-7.7,4.4-13.7,10.5-18.1,18.1-4.4,7.7-6.6,16-6.6,25.1s2.2,17.4,6.6,24.9c4.4,7.6,10.5,13.6,18.1,18.1s16,6.8,25.1,6.8,17.5-2.2,25.1-6.6Z\"><\/path>\n<\/svg><\/span><span class=\"gb-text\"><strong>Assess special cases professionally<\/strong><\/span><\/h3>\n\n\n\n<p class=\"gb-text anforderungen-text\">Although complex cases or those that cannot be clearly automated can be detected by machines, they must be assessed manually.<\/p>\n<\/div>\n\n\n\n<div class=\"anforderungen-item\">\n<h3 class=\"anforderungen-headline\"><span class=\"gb-shape\"><svg id=\"Ebene_1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.1\" viewBox=\"0 0 951.05 962.79\">\n  \n  <path d=\"M129.52,758.89c-18.67-10.66-33.34-25.5-44-44.5-10.67-19-16-39.5-16-61.5s5.66-42.33,17-61l120-202H46.52c-8.67,0-16-3-22-9s-9-13.33-9-22,3-16.16,9-22.5c6-6.33,13.33-9.5,22-9.5h201c12.66,0,22.83,3.67,30.5,11,7.66,7.34,11.5,16.34,11.5,27,0,8.67-2.34,16.67-7,24l-140,235c-6,11.34-9,22.34-9,33,0,16,5.66,29.34,17,40,11.33,10.67,25.33,16,42,16h76c8.66,0,16,3,22,9s9,13.34,9,22-3,16-9,22-13.34,9-22,9h-76c-23.34,0-44.34-5.33-63-16ZM711.52,359.89c-6-3.33-11-8.66-15-16l-145-245c-6-10-13.17-17.5-21.5-22.5-8.34-5-17.17-7.5-26.5-7.5s-18.34,2.5-27,7.5c-8.67,5-16.34,12.5-23,22.5l-75,126c-2.67,4.67-6.5,8.5-11.5,11.5s-10.5,4.5-16.5,4.5c-8.67,0-16.17-3.33-22.5-10-6.34-6.66-9.5-14.33-9.5-23,0-5.33,1.33-10.33,4-15l75-126c11.33-18.66,26.33-33.33,45-44,18.66-10.66,38.66-16,60-16s41.33,5.34,60,16c18.66,10.67,33.66,25.34,45,44l125,211,114-143c6.66-8,15.33-12,26-12,9.33,0,17,3,23,9s9,13.67,9,23c0,7.34-2,13.67-6,19l-139,175c-8.67,10.67-18.67,16-30,16-6,0-12-1.66-18-5ZM555.52,943.89l-128-160c-7.34-9.33-11-19-11-29,0-11.33,4.16-21.16,12.5-29.5s19.5-12.5,33.5-12.5h350c16.66,0,30.66-5.33,42-16,11.33-10.66,17-24,17-40,0-10.66-3-21.66-9-33l-72-121c-2.67-4.66-4-9.66-4-15,0-9.33,3.16-17.16,9.5-23.5s13.83-9.5,22.5-9.5c6,0,11.5,1.5,16.5,4.5s8.83,6.84,11.5,11.5l72,121c11.33,18.67,17,39,17,61s-5.34,42.5-16,61.5c-10.67,19-25.34,33.84-44,44.5-18.67,10.67-39.67,16-63,16h-309l104,129c4,5.33,6,12,6,20,0,9.33-3,17-9,23s-13.67,9-23,9c-10.67,0-19.34-4-26-12Z\"><\/path>\n<\/svg><\/span><span class=\"gb-text\">Ensuring sustainability<\/span><\/h3>\n\n\n\n<p class=\"gb-text anforderungen-text\">Improvements must be permanently incorporated back into the source systems.<\/p>\n<\/div>\n\n\n\n<div class=\"anforderungen-item\">\n<h3 class=\"anforderungen-headline\"><span class=\"gb-shape\"><svg id=\"Ebene_1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.1\" viewBox=\"0 0 869.09 875.2\">\n  \n  <path d=\"M18.05,852.1c-8.34-8.34-12.5-18.84-12.5-31.5v-238c0-12.66,4.16-23.16,12.5-31.5s18.83-12.5,31.5-12.5h220V54.6c0-12.66,4.16-23.16,12.5-31.5s18.83-12.5,31.5-12.5h242c12.66,0,23.16,4.17,31.5,12.5,8.33,8.34,12.5,18.84,12.5,31.5v220h220c12.66,0,23.16,4.17,31.5,12.5,8.33,8.34,12.5,18.84,12.5,31.5v502c0,12.66-4.17,23.16-12.5,31.5-8.34,8.33-18.84,12.5-31.5,12.5H49.55c-12.67,0-23.17-4.17-31.5-12.5ZM269.55,802.6v-202H71.55v202h198ZM533.55,802.6V72.6h-198v730h198ZM797.55,802.6v-466h-198v466h198Z\"><\/path>\n<\/svg><\/span><span class=\"gb-text\"><strong>Ensuring measurability<\/strong><\/span><\/h3>\n\n\n\n<p class=\"gb-text anforderungen-text\">Quality improvements should be documented transparently and in a way that allows them to be traced.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"mb-100 unser-weg-outer\">\n<div class=\"unser-weg-inner\">\n<h2 class=\"gb-text unser-weg-title\">Our approach to ensuring clean customer data<\/h2>\n\n\n\n<div class=\"unser-weg-list\">\n<div class=\"unser-weg-list-item\">\n<div class=\"unser-weg-list-item-icon-wrapper\">\n<div class=\"unser-weg-list-item-icon-inner\">\n<span class=\"gb-shape unser-weg-list-item-icon\"><svg viewBox=\"0 0 15 15.6\" data-name=\"Ebene 1\" id=\"Ebene_1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n  <path d=\"M2.9,10.7c-.9-.5-1.6-1.2-2.1-2.1-.5-.9-.8-1.8-.8-2.9s.3-2,.8-2.9c.5-.9,1.2-1.6,2.1-2.1.9-.5,1.9-.8,2.9-.8s2,.3,2.9.8c.9.5,1.6,1.2,2.1,2.1.5.9.8,1.8.8,2.9s-.3,2-.8,2.9c-.5.9-1.2,1.6-2.1,2.1-.9.5-1.9.8-2.9.8s-2-.3-2.9-.8ZM8.2,9.9c.7-.4,1.3-1,1.7-1.7.4-.7.6-1.5.6-2.4s-.2-1.7-.6-2.4c-.4-.7-1-1.3-1.7-1.7s-1.5-.6-2.4-.6-1.7.2-2.4.6-1.3,1-1.7,1.7c-.4.7-.6,1.5-.6,2.4s.2,1.7.6,2.4c.4.7,1,1.3,1.7,1.7.7.4,1.5.6,2.4.6s1.7-.2,2.4-.6ZM14.1,15.4l-5.2-5.2.7-.7,5.2,5.2c.1.1.2.2.2.4s0,.3-.1.4c0,0-.2.1-.4.1s-.3,0-.4-.2Z\" class=\"cls-1\"><\/path>\n<\/svg><\/span>\n<\/div>\n<\/div>\n\n\n\n<div class=\"unser-weg-list-item-text\">\n<div class=\"gb-text unser-weg-list-item-text-headline\"><strong>Analysis<\/strong><\/div>\n\n\n\n<div class=\"gb-text unser-weg-list-item-text-content\">Check for typical errors and risks<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"unser-weg-list-item\">\n<div class=\"unser-weg-list-item-icon-wrapper\">\n<div class=\"unser-weg-list-item-icon-inner\">\n<span class=\"gb-shape unser-weg-list-item-icon\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" id=\"Ebene_1\" data-name=\"Ebene 1\" viewBox=\"0 0 159.4 162.7\">\n  <path class=\"cls-1\" d=\"M59,161.3c-1.1-.9-1.8-2.2-2-3.8l-2.6-17.2-13.4-7.5-14.9,6.1c-1,.4-2,.7-3.1.7s-2.2-.3-3.2-.9-1.8-1.3-2.4-2.2L1,107.7c-.7-1.1-1-2.2-1-3.3,0-1.7.9-3.3,2.6-4.7l13.1-10.3v-16l-13.1-10.3c-1.7-1.4-2.6-3-2.6-4.7s.3-2.2,1-3.3l16.4-28.6c.5-.9,1.3-1.6,2.4-2.2,1-.6,2.1-.9,3.2-.9s2.1.2,3.1.7l14.9,6,13.4-7.5,2.6-17.2c.2-1.6.9-2.9,2-3.8s2.5-1.4,4.2-1.4h33.1c1.6,0,3,.5,4.2,1.4s1.8,2.2,2,3.8l2.6,17.2,13.4,7.5,14.9-6c1.1-.4,2.1-.7,3.1-.7s2.2.3,3.2.9c1,.6,1.8,1.3,2.4,2.2l16.4,28.6c.7,1.1,1,2.2,1,3.3,0,1.7-.9,3.3-2.6,4.7l-13.1,10.3v16l13.1,10.3c1.7,1.4,2.6,3,2.6,4.7s-.3,2.2-1,3.3l-16.4,28.6c-.5.9-1.3,1.6-2.4,2.2s-2.1.9-3.2.9-2-.2-3.1-.7l-14.9-6.1-13.4,7.5-2.6,17.2c-.2,1.6-.9,2.9-2,3.8s-2.5,1.4-4.2,1.4h-33.1c-1.6,0-3-.5-4.2-1.4ZM93,153.2l2.3-15.7c.3-2.1,1.3-3.5,2.9-4.4l16.4-9.3c1.1-.7,2.3-1,3.6-1s2.1.2,3.3.7l13.6,5.6,13.4-23.6-12.6-9.7c-1.5-1.2-2.3-2.8-2.3-4.9v-19c0-2.1.8-3.7,2.3-4.9l12.6-9.6-13.4-23.6-13.6,5.6c-1.2.4-2.3.7-3.3.7s-2.5-.3-3.6-1l-16.4-9.3c-1.6-.9-2.6-2.3-2.9-4.4l-2.3-15.7h-26.5l-2.3,15.7c-.3,2.1-1.3,3.6-2.9,4.4l-16.4,9.3c-1,.7-2.2,1-3.6,1s-2.1-.2-3.3-.7l-13.6-5.6-13.4,23.6,12.6,9.6c1.5,1.2,2.3,2.8,2.3,4.9v19c0,2.1-.8,3.7-2.3,4.9l-12.6,9.7,13.4,23.6,13.6-5.6c1.2-.4,2.3-.7,3.3-.7,1.4,0,2.6.3,3.6,1l16.4,9.3c1.6.9,2.6,2.3,2.9,4.4l2.3,15.7h26.5ZM66.7,103.6c-4-2.3-7.1-5.4-9.5-9.3-2.3-3.9-3.5-8.2-3.5-12.9s1.2-9,3.5-12.9c2.3-3.9,5.5-7,9.5-9.3s8.3-3.4,13-3.4,9,1.1,13,3.4c4,2.3,7.1,5.4,9.5,9.3,2.3,3.9,3.5,8.2,3.5,12.9s-1.2,9-3.5,12.9c-2.3,3.9-5.5,7-9.5,9.3-4,2.3-8.3,3.4-13,3.4s-9-1.1-13-3.4ZM91.7,93.4c3.2-3.2,4.8-7.2,4.8-12s-1.6-8.8-4.8-12c-3.2-3.2-7.2-4.8-12-4.8s-8.8,1.6-12,4.8-4.8,7.2-4.8,12,1.6,8.8,4.8,12c3.2,3.2,7.2,4.8,12,4.8s8.8-1.6,12-4.8Z\"><\/path>\n<\/svg><\/span>\n<\/div>\n<\/div>\n\n\n\n<div class=\"unser-weg-list-item-text\">\n<div class=\"gb-text unser-weg-list-item-text-headline\"><strong>Automated checks<\/strong><\/div>\n\n\n\n<div class=\"gb-text unser-weg-list-item-text-content\">Use of over 50 checks for data consistency and completeness<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"unser-weg-list-item\">\n<div class=\"unser-weg-list-item-icon-wrapper\">\n<div class=\"unser-weg-list-item-icon-inner\">\n<span class=\"gb-shape unser-weg-list-item-icon\"><svg viewBox=\"0 0 332.8 332.1\" data-name=\"Ebene 1\" id=\"Ebene_1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n  <path d=\"M166.4,332.1c-30.3,0-58.1-7.4-83.6-22.2-25.4-14.8-45.6-34.9-60.5-60.3C7.5,224.2,0,196.5,0,166.4s7.5-57.8,22.4-83.2c14.9-25.4,35.1-45.5,60.5-60.3C108.3,8.1,136.1.7,166.4.7s45.4,4.6,65.5,14c20,9.3,37.6,22.2,52.8,38.8,15.1,16.6,27.4,35.7,36.7,57.4l-22.2,7.9c-13.1-30-30.9-53.6-53.3-70.5-22.4-16.9-48.9-25.4-79.4-25.4s-50.6,6.3-72.5,19c-21.8,12.7-39,29.9-51.5,51.7-12.5,21.8-18.8,46.1-18.8,72.8s6.3,51,18.8,72.8,29.7,39.1,51.5,51.7c21.8,12.6,46,19,72.5,19s42.8-4.5,61.9-13.6c19.1-9.1,35.2-21.8,48.5-38.1,13.2-16.3,22.5-34.9,27.7-55.6.7-2.9,2.1-5.1,4.3-6.8,2.1-1.7,4.5-2.5,7.2-2.5s6.1,1.1,8.4,3.4c2.3,2.3,3.4,5.1,3.4,8.4-.2.9-.5,2.1-.7,3.6-6.2,23.6-17.1,44.8-32.7,63.5-15.6,18.7-34.5,33.4-56.7,44-22.2,10.6-45.9,15.9-71.2,15.9ZM321,0c3.3,0,6.1,1.1,8.4,3.4s3.4,5.1,3.4,8.4v102c0,3.6-1.1,6.5-3.4,8.8s-5.2,3.4-8.8,3.4h-102.7c-3.1,0-5.7-1.1-7.9-3.2-2.2-2.1-3.2-4.8-3.2-7.9s1.1-5.7,3.2-7.9c2.1-2.2,4.8-3.2,7.9-3.2h91.3V11.8c0-3.3,1.1-6.1,3.4-8.4,2.3-2.3,5.1-3.4,8.4-3.4Z\" class=\"cls-1\"><\/path>\n<\/svg><\/span>\n<\/div>\n<\/div>\n\n\n\n<div class=\"unser-weg-list-item-text\">\n<div class=\"gb-text unser-weg-list-item-text-headline\"><strong>Automatic correction<\/strong><\/div>\n\n\n\n<div class=\"gb-text unser-weg-list-item-text-content\">Correcting obvious errors such as forms of address, mixed-up names and spelling mistakes<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"unser-weg-list-item\">\n<div class=\"unser-weg-list-item-icon-wrapper\">\n<div class=\"unser-weg-list-item-icon-inner\">\n<span class=\"gb-shape unser-weg-list-item-icon\"><svg viewBox=\"0 0 409.9 254.8\" data-name=\"Ebene 1\" id=\"Ebene_1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n \n  <path d=\"M122,240c-26.3-9.9-49.7-23.9-70.2-42-20.5-18.1-37-38.8-49.7-62.3-1.4-3.1-2.2-5.9-2.2-8.3s.7-4.9,2.2-7.5c12.2-23.7,28.6-44.6,49.2-62.6,20.6-18.1,44-32.1,70.4-42.2C148,5,175.8,0,205,0s56.6,5,82.9,14.9,49.7,23.9,70.2,42c20.5,18.1,37,38.8,49.7,62.3,1.4,2.9,2.2,5.6,2.2,8.2s-.7,5.4-2.2,8.3c-12.7,23.5-29.3,44.2-49.7,62.3-20.5,18.1-43.8,32.1-70.2,42-26.3,9.9-54,14.9-82.9,14.9s-56.6-5-82.9-14.9ZM279.1,219.7c23.1-8.6,43.7-20.8,61.9-36.6,18.2-15.8,33-34.3,44.5-55.7-11.5-21.3-26.3-39.8-44.5-55.6s-38.8-28-61.9-36.6c-23.1-8.6-47.8-12.9-74.1-12.9s-51,4.3-74.1,12.9c-23.1,8.6-43.7,20.8-61.9,36.6-18.2,15.8-33,34.3-44.5,55.6,11.5,21.3,26.3,39.9,44.5,55.7,18.2,15.8,38.8,28,61.9,36.6,23.1,8.6,47.8,12.9,74.1,12.9s51-4.3,74.1-12.9ZM168.2,188.6c-11.1-6.3-19.9-15-26.4-25.9-6.5-10.9-9.7-22.7-9.7-35.4s3.2-24.5,9.7-35.4c6.5-10.9,15.3-19.5,26.4-25.8,11.1-6.3,23.4-9.5,36.8-9.5s25.7,3.2,36.8,9.5c11.1,6.3,19.9,15,26.4,25.8,6.5,10.9,9.7,22.7,9.7,35.4s-3.2,24.5-9.7,35.4c-6.5,10.9-15.3,19.5-26.4,25.9-11.1,6.3-23.4,9.5-36.8,9.5s-25.7-3.2-36.8-9.5ZM230.1,170.7c7.7-4.4,13.7-10.5,18.1-18.1,4.4-7.6,6.6-16,6.6-25.1s-2.2-17.4-6.6-24.9c-4.4-7.5-10.5-13.6-18.1-18.1s-16-6.8-25.1-6.8-17.5,2.2-25.1,6.6c-7.7,4.4-13.7,10.5-18.1,18.1-4.4,7.7-6.6,16-6.6,25.1s2.2,17.4,6.6,24.9c4.4,7.6,10.5,13.6,18.1,18.1s16,6.8,25.1,6.8,17.5-2.2,25.1-6.6Z\" class=\"cls-1\"><\/path>\n<\/svg><\/span>\n<\/div>\n<\/div>\n\n\n\n<div class=\"unser-weg-list-item-text\">\n<div class=\"gb-text unser-weg-list-item-text-headline\"><strong>Visual inspection<\/strong><\/div>\n\n\n\n<div class=\"gb-text unser-weg-list-item-text-content\">Manual review of suspected cases by our data stewards<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"unser-weg-list-item\">\n<div class=\"unser-weg-list-item-icon-wrapper\">\n<div class=\"unser-weg-list-item-icon-inner\">\n<span class=\"gb-shape unser-weg-list-item-icon\"><svg viewBox=\"0 0 689.7 541.3\" data-name=\"Ebene 1\" id=\"Ebene_1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n\n  <path d=\"M270.7,541.3c-6,0-11.5-2.5-16.6-7.6L6.9,287.2c-4.6-4.6-6.9-10.1-6.9-16.6s2.3-12.4,6.9-16.6L254.1,7.6c5.1-5.1,10.6-7.6,16.6-7.6s11.2,2.1,15.5,6.2c4.4,4.1,6.6,9.4,6.6,15.9s-2.3,11.3-6.9,15.9L53.2,270.7l232.7,232.7c4.6,4.6,6.9,9.9,6.9,15.9s-2.2,11.7-6.6,15.9c-4.4,4.1-9.6,6.2-15.5,6.2ZM668.3,292.1H28.3v-42.8h640c6,0,11.1,2.1,15.2,6.2,4.1,4.2,6.2,9.2,6.2,15.2s-2.1,11.1-6.2,15.2c-4.1,4.2-9.2,6.2-15.2,6.2Z\" class=\"cls-1\"><\/path>\n<\/svg><\/span>\n<\/div>\n<\/div>\n\n\n\n<div class=\"unser-weg-list-item-text\">\n<div class=\"gb-text unser-weg-list-item-text-headline\"><strong>Repatriation<\/strong><\/div>\n\n\n\n<div class=\"gb-text unser-weg-list-item-text-content\">Transfer of the cleaned and processed data to your source systems<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"vorteile-wrapper-all mb-100 alignfull\">\n<div class=\"inner-container-30 vorteile-wrapper-inner gb-element-87f58670\">\n<div class=\"vorteile-inner\">\n<div class=\"vorteile-wrapper\">\n<h2 class=\"gb-text gb-text-1fa7abc8\">Your benefits at a glance<\/h2>\n\n\n\n<ul class=\"liste-wrapper-orange\">\n<li class=\"list-element-orange list-element-blue\">\n<div class=\"gb-text list-element-headline-orange\">Reliable and consistent customer data<\/div>\n\n\n\n<div class=\"gb-text list-element-content-orange\">A clean data set for professional customer communication.<\/div>\n<\/li>\n\n\n\n<li class=\"list-element-orange gb-element-c05e4482\">\n<div class=\"gb-text list-element-headline-orange\">Higher success rate in campaigns<\/div>\n\n\n\n<div class=\"gb-text list-element-content-orange\">Better delivery rates, more precise targeting and higher conversion rates.<\/div>\n<\/li>\n\n\n\n<li class=\"list-element-orange gb-element-3578a3f7\">\n<div class=\"gb-text list-element-headline-orange\">Ensuring legal compliance through blocklist and GDPR checks<\/div>\n\n\n\n<div class=\"gb-text list-element-content-orange\">Reducing legal risks associated with marketing activities.<\/div>\n<\/li>\n\n\n\n<li class=\"list-element-orange gb-element-a47d7e29\">\n<div class=\"gb-text list-element-headline-orange\">Automatic error correction<\/div>\n\n\n\n<div class=\"gb-text list-element-content-orange\">Efficient processing of large volumes of data using clear rules.<\/div>\n<\/li>\n\n\n\n<li class=\"list-element-orange gb-element-f92a6e40\">\n<div class=\"gb-text list-element-headline-orange\">Manual checking of special cases<\/div>\n\n\n\n<div class=\"gb-text list-element-content-orange\">Quality assurance, even for complex datasets.<\/div>\n<\/li>\n\n\n\n<li class=\"list-element-orange gb-element-38f3713b\">\n<div class=\"gb-text list-element-headline-orange\">Relief on internal resources<\/div>\n\n\n\n<div class=\"gb-text list-element-content-orange\">Reduced workload for marketing, CRM and IT.<\/div>\n<\/li>\n\n\n\n<li class=\"list-element-orange gb-element-b4ff470b\">\n<div class=\"gb-text list-element-headline-orange\">Sustainable data enhancement<\/div>\n\n\n\n<div class=\"gb-text list-element-content-orange\">Not a short-term fix, but a lasting improvement in quality.<\/div>\n<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"vorteile-image\">\n<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" class=\"gb-media-7ae0c4fc\" alt=\"\" src=\"https:\/\/www.yourdata.de\/wp-content\/uploads\/von-rohdaten-zu-kundendaten.webp\" srcset=\"https:\/\/www.yourdata.de\/wp-content\/uploads\/von-rohdaten-zu-kundendaten.webp 800w, https:\/\/www.yourdata.de\/wp-content\/uploads\/von-rohdaten-zu-kundendaten-300x200.webp 300w, https:\/\/www.yourdata.de\/wp-content\/uploads\/von-rohdaten-zu-kundendaten-768x512.webp 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"counter-wrapper mb-100\">\n<div class=\"counter-inner\">\n<div class=\"counter-element\">\n<div class=\"gb-text counter\" data-start=\"0\" data-end=\"5000\">0<\/div>\n\n\n\n<div class=\"gb-text counter-txt\">Campaigns<\/div>\n<\/div>\n\n\n\n<div class=\"counter-element\">\n<div class=\"counter-inner-container\">\n<span class=\"gb-text counter\" data-start=\"0\" data-end=\"100\">0<\/span>\n\n\n\n<span class=\"gb-text counter-zusatztext\">Mio<\/span>\n<\/div>\n\n\n\n<div class=\"gb-text counter-txt\">Mailings<\/div>\n<\/div>\n\n\n\n<div class=\"counter-element\">\n<div class=\"gb-text counter\" data-start=\"0\" data-end=\"10000\">0<\/div>\n\n\n\n<div class=\"gb-text counter-txt\">Segments<\/div>\n<\/div>\n\n\n\n<div class=\"counter-element\">\n<div class=\"counter-inner-container\">\n<span class=\"gb-text counter\" data-start=\"0\" data-end=\"4\">0<\/span>\n\n\n\n<span class=\"gb-text counter-zusatztext\">Mio<\/span>\n<\/div>\n\n\n\n<div class=\"gb-text counter-txt\">Replies<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"mb-100 bild-text alignfull\">\n<div class=\"inner-container-30 bild-text-inner\">\n<div class=\"bild-text-left\">\n<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"533\" class=\"bild-text-left-img\" alt=\"\" src=\"https:\/\/www.yourdata.de\/wp-content\/uploads\/von-roh-daten-zu-kundendaten-2.webp\" srcset=\"https:\/\/www.yourdata.de\/wp-content\/uploads\/von-roh-daten-zu-kundendaten-2.webp 800w, https:\/\/www.yourdata.de\/wp-content\/uploads\/von-roh-daten-zu-kundendaten-2-300x200.webp 300w, https:\/\/www.yourdata.de\/wp-content\/uploads\/von-roh-daten-zu-kundendaten-2-768x512.webp 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/>\n<\/div>\n\n\n\n<div class=\"bild-text-right\">\n<h2 class=\"gb-text bild-text-right-headline\">Clean data is the foundation of successful CRM and campaign management.<\/h2>\n\n\n\n<p class=\"gb-text bild-text-right-text\">With well-maintained, consistent and legally compliant customer data, you can boost the efficiency of your campaigns, reduce internal workload and lay the foundations for long-term, successful customer relationships. Our tried-and-tested process ensures that your data is not only improved in the short term, but is also maintained within the system on an ongoing basis.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"kontakt-box-wrapper mb-100\">\n<div class=\"kontakt-box-inner\">\n<div class=\"kontakt-box\">\n<h2 class=\"gb-text kontakt-headline\"><strong>Contact<\/strong><\/h2>\n\n\n\n<p class=\"gb-text kontakt-text\">Let\u2019s work together to ensure that your customer communications make the best possible impression.<\/p>\n\n\n<div class='fluentform ff-inherit-theme-style fluentform_wrapper_4  ff_guten_block ff_guten_block-4'><form data-form_id=\"4\" id=\"fluentform_4\" class=\"frm-fluent-form fluent_form_4 ff-el-form-top ff_form_instance_4_1 ff-form-loading ffs_inherit_theme\" data-form_instance=\"ff_form_instance_4_1\" method=\"POST\" data-turnstile_key=\"0x4AAAAAACjStDbymiMVK0D4\" ><fieldset  style=\"border: none!important;margin: 0!important;padding: 0!important;background-color: transparent!important;box-shadow: none!important;outline: none!important; min-inline-size: 100%;\">\n                    <legend class=\"ff_screen_reader_title\" style=\"display: block; margin: 0!important;padding: 0!important;height: 0!important;text-indent: -999999px;width: 0!important;overflow:hidden;\">Kontakt EN<\/legend><input type='hidden' name='__fluent_form_embded_post_id' value='1905' \/><input type=\"hidden\" id=\"_fluentform_4_fluentformnonce\" name=\"_fluentform_4_fluentformnonce\" value=\"ddbca39d9c\" \/><input type=\"hidden\" name=\"_wp_http_referer\" value=\"\/en\/wp-json\/wp\/v2\/pages\/1905\" \/><div data-type=\"name-element\" data-name=\"names\" class=\" ff-field_container ff-name-field-wrapper\" ><div class='ff-t-container'><div class='ff-t-cell '><div class='ff-el-group ff-el-form-top'><div class='ff-el-input--content'><input type=\"text\" name=\"names[first_name]\" id=\"ff_4_names_first_name_\" class=\"ff-el-form-control\" placeholder=\"First Name\" aria-invalid=\"false\" aria-required=false><\/div><\/div><\/div><div class='ff-t-cell '><div class='ff-el-group ff-el-form-top'><div class='ff-el-input--content'><input type=\"text\" name=\"names[last_name]\" id=\"ff_4_names_last_name_\" class=\"ff-el-form-control\" placeholder=\"Last Name*\" aria-invalid=\"false\" aria-required=true><\/div><\/div><\/div><\/div><\/div><div class='ff-el-group'><div class='ff-el-input--content'><input type=\"text\" name=\"input_text\" class=\"ff-el-form-control\" placeholder=\"Company*\" data-name=\"input_text\" id=\"ff_4_input_text\"  aria-invalid=\"false\" aria-required=true><\/div><\/div><div class='ff-el-group'><div class='ff-el-input--content'><input type=\"email\" name=\"email\" id=\"ff_4_email\" class=\"ff-el-form-control\" placeholder=\"E-Mail*\" data-name=\"email\"  aria-invalid=\"false\" aria-required=true><\/div><\/div><div class='ff-el-group'><div class='ff-el-input--content'><textarea aria-required=\"false\" aria-labelledby=\"label_ff_4_description\" name=\"description\" id=\"ff_4_description\" class=\"ff-el-form-control\" placeholder=\"Tell us about your inquiry\" rows=\"3\" cols=\"2\" data-name=\"description\" ><\/textarea><\/div><\/div><div class='ff-el-group  datenschutz-checkbox  ff-el-input--content'><div class='ff-el-form-check ff-el-tc'><label aria-label='Terms and Conditions: I have read the Privacy Policy and accept it.* Contains 1 link. Use tab navigation to review.' class='ff-el-form-check-label ff_tc_label' for=gdpr-agreement_64260f36aaddd2b7dfb910ab9e229c9b><span class='ff_tc_checkbox'><input type=\"checkbox\" name=\"gdpr-agreement\" class=\"ff-el-form-check-input ff_gdpr_field\" data-name=\"gdpr-agreement\" id=\"gdpr-agreement_64260f36aaddd2b7dfb910ab9e229c9b\"  value='on' aria-invalid='false' aria-required=true><\/span> <div class='ff_t_c'>I have read the <a href=\"\/en\/privacy-policy\/\" rel=\"noopener\" target=\"_blank\">Privacy Policy<\/a> and accept it.*<\/div><\/label><\/div><\/div><div class='ff-el-group ' ><div class='ff-el-input--content'><div data-fluent_id='4' name='cf-turnstile-response'><div\n\t\tdata-sitekey='0x4AAAAAACjStDbymiMVK0D4'\n\t\tdata-theme='auto'\n\t\tid='fluentform-turnstile-4-1'\n\t\tclass='ff-el-turnstile cf-turnstile'\n\t\tdata-appearance='always'><\/div><\/div><\/div><\/div><div class='ff-el-group ff-text-left ff_submit_btn_wrapper'><button type=\"submit\" class=\"ff-btn ff-btn-submit ff-btn-md ff_btn_no_style\"  aria-label=\"Submit\">Submit<\/button><\/div><\/fieldset><\/form><div id='fluentform_4_errors' class='ff-errors-in-stack ff_form_instance_4_1 ff-form-loading_errors ff_form_instance_4_1_errors'><\/div><\/div>            <script type=\"text\/javascript\">\n                window.fluent_form_ff_form_instance_4_1 = {\"id\":\"4\",\"ajaxUrl\":\"https:\\\/\\\/www.yourdata.de\\\/wp-admin\\\/admin-ajax.php\",\"settings\":{\"layout\":{\"labelPlacement\":\"top\",\"asteriskPlacement\":\"asterisk-right\",\"helpMessagePlacement\":\"with_label\",\"errorMessagePlacement\":\"inline\",\"cssClassName\":\"\"},\"restrictions\":{\"denyEmptySubmission\":{\"enabled\":false}}},\"form_instance\":\"ff_form_instance_4_1\",\"form_id_selector\":\"fluentform_4\",\"rules\":{\"names[first_name]\":{\"required\":{\"value\":false,\"message\":\"This field is required\",\"global_message\":\"This field is required\",\"global\":true}},\"names[middle_name]\":{\"required\":{\"value\":false,\"message\":\"This field is required\",\"global_message\":\"This field is required\",\"global\":true}},\"names[last_name]\":{\"required\":{\"value\":true,\"message\":\"This field is required\",\"global_message\":\"This field is required\",\"global\":true}},\"input_text\":{\"required\":{\"value\":true,\"message\":\"This field is required\",\"global_message\":\"This field is required\",\"global\":true}},\"email\":{\"required\":{\"value\":true,\"message\":\"This field is required\",\"global_message\":\"This field is required\",\"global\":true},\"email\":{\"value\":true,\"message\":\"This field must contain a valid email\",\"global_message\":\"This field must contain a valid email\",\"global\":true}},\"description\":{\"required\":{\"value\":false,\"message\":\"This field is required\",\"global_message\":\"This field is required\",\"global\":true}},\"gdpr-agreement\":{\"required\":{\"value\":true,\"message\":\"This field is required\",\"global_message\":\"This field is required\",\"global\":true}},\"cf-turnstile-response\":[]},\"debounce_time\":300,\"file_upload_settings\":[]};\n                            <\/script>\n            <\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-element-ce60c170 alignfull\">\n<div class=\"inner-container-30 gb-element-d76c0dbb\">\n<div class=\"gb-element-1d0014f5\">\n<h2 class=\"gb-text\">FAQ<\/h2>\n\n\n\n<div class=\"gb-accordion gb-accordion-cd5abb7c\">\n<div class=\"gb-accordion__item tg-accordion-item\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle gb-accordion__toggle-4adb381e\" id=\"gb-accordion-toggle-4adb381e\">\n<span class=\"gb-text\">Why is professional data preparation important for my business?<\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon gb-accordion__toggle-icon-6f00c5f8\"><span class=\"gb-accordion__toggle-icon-open\"><svg aria-hidden=\"true\" viewBox=\"0 0 256 256\"><rect width=\"256\" height=\"256\" fill=\"none\"><\/rect><polyline points=\"208 96 128 176 48 96\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"16\"><\/polyline><\/svg><\/span><span class=\"gb-accordion__toggle-icon-close\"><svg aria-hidden=\"true\" viewBox=\"0 0 256 256\"><rect width=\"256\" height=\"256\" fill=\"none\"><\/rect><polyline points=\"48 160 128 80 208 160\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"16\"><\/polyline><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<div class=\"gb-accordion__content\" id=\"gb-accordion-content-d4e64f7e\">\n<div class=\"gb-element-0556dcd7\">\n<p class=\"wp-block-paragraph\">Neglected or inaccurate customer data can quickly lead to incorrect addressing, undeliverable campaigns and, in the worst case, legal problems. Professional data preparation ensures that your customers are reached accurately, in a personalised manner and via the right channels \u2013 the foundation for trust and successful marketing initiatives.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item tg-accordion-item\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle gb-accordion__toggle-77606835\" id=\"gb-accordion-toggle-77606835\">\n<span class=\"gb-text\">What types of errors are typically corrected during data preparation?<\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon gb-accordion__toggle-icon-6bcaad22\"><span class=\"gb-accordion__toggle-icon-open\"><svg aria-hidden=\"true\" viewBox=\"0 0 256 256\"><rect width=\"256\" height=\"256\" fill=\"none\"><\/rect><polyline points=\"208 96 128 176 48 96\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"16\"><\/polyline><\/svg><\/span><span class=\"gb-accordion__toggle-icon-close\"><svg aria-hidden=\"true\" viewBox=\"0 0 256 256\"><rect width=\"256\" height=\"256\" fill=\"none\"><\/rect><polyline points=\"48 160 128 80 208 160\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"16\"><\/polyline><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<div class=\"gb-accordion__content\" id=\"gb-accordion-content-2492033c\">\n<div class=\"gb-element-beccaafe\">\n<p class=\"wp-block-paragraph\">Common errors include incomplete or incorrect addresses, incorrect salutations, duplicate records, inconsistent spellings or failure to take block lists into account. These are systematically identified and rectified through automated checks and manual verification.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item tg-accordion-item\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle gb-accordion__toggle-f2a2cd1d\" id=\"gb-accordion-toggle-f2a2cd1d\">\n<span class=\"gb-text\">How do you ensure the quality and sustainability of the data?<\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon gb-accordion__toggle-icon-8d4d4d5f\"><span class=\"gb-accordion__toggle-icon-open\"><svg aria-hidden=\"true\" viewBox=\"0 0 256 256\"><rect width=\"256\" height=\"256\" fill=\"none\"><\/rect><polyline points=\"208 96 128 176 48 96\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"16\"><\/polyline><\/svg><\/span><span class=\"gb-accordion__toggle-icon-close\"><svg aria-hidden=\"true\" viewBox=\"0 0 256 256\"><rect width=\"256\" height=\"256\" fill=\"none\"><\/rect><polyline points=\"48 160 128 80 208 160\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"16\"><\/polyline><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<div class=\"gb-accordion__content\" id=\"gb-accordion-content-c3011337\">\n<div class=\"gb-element-86320d14\">\n<p class=\"wp-block-paragraph\">We combine automated validation mechanisms with manual visual checks carried out by experienced data stewards. It is not just the one-off data cleansing that is crucial: the optimised data is fed back into your systems, ensuring that quality is maintained in the long term and continuously improved.<\/p>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"gb-accordion__item tg-accordion-item\">\n<div role=\"button\" tabindex=\"0\" class=\"gb-accordion__toggle gb-accordion__toggle-67d0ae88\" id=\"gb-accordion-toggle-67d0ae88\">\n<span class=\"gb-text\">What specific benefits does clean data offer me in marketing?<\/span>\n\n\n\n<span class=\"gb-accordion__toggle-icon gb-accordion__toggle-icon-c6e43f8c\"><span class=\"gb-accordion__toggle-icon-open\"><svg aria-hidden=\"true\" viewBox=\"0 0 256 256\"><rect width=\"256\" height=\"256\" fill=\"none\"><\/rect><polyline points=\"208 96 128 176 48 96\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"16\"><\/polyline><\/svg><\/span><span class=\"gb-accordion__toggle-icon-close\"><svg aria-hidden=\"true\" viewBox=\"0 0 256 256\"><rect width=\"256\" height=\"256\" fill=\"none\"><\/rect><polyline points=\"48 160 128 80 208 160\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"16\"><\/polyline><\/svg><\/span><\/span>\n<\/div>\n\n\n\n<div class=\"gb-accordion__content\" id=\"gb-accordion-content-e2d73c24\">\n<div class=\"gb-element-6d12126e\">\n<p class=\"wp-block-paragraph\">With high-quality customer data, you can increase delivery rates, improve your targeting and boost the conversion rates of your campaigns. At the same time, you reduce internal workload and minimise legal risks \u2013 for more efficient marketing and sustainable business success.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Whether by post, telephone or digitally: only with complete and accurate data can you reach your customers reliably and address them correctly. CRM systems offer many functions, but without verified data, errors arise that can jeopardise trust and the success of your campaigns. Incorrect forms of address, incomplete addresses or exclusion lists that have not &#8230; <a title=\"Data preparation \u2013 from data to customer experiences\" class=\"read-more\" href=\"https:\/\/www.yourdata.de\/en\/data-preparation\/\" aria-label=\"Read more about Data preparation \u2013 from data to customer experiences\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":1845,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-1905","page","type-page","status-publish","has-post-thumbnail"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.yourdata.de\/en\/wp-json\/wp\/v2\/pages\/1905","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.yourdata.de\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.yourdata.de\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.yourdata.de\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.yourdata.de\/en\/wp-json\/wp\/v2\/comments?post=1905"}],"version-history":[{"count":9,"href":"https:\/\/www.yourdata.de\/en\/wp-json\/wp\/v2\/pages\/1905\/revisions"}],"predecessor-version":[{"id":2251,"href":"https:\/\/www.yourdata.de\/en\/wp-json\/wp\/v2\/pages\/1905\/revisions\/2251"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yourdata.de\/en\/wp-json\/wp\/v2\/media\/1845"}],"wp:attachment":[{"href":"https:\/\/www.yourdata.de\/en\/wp-json\/wp\/v2\/media?parent=1905"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}