{"id":42112,"date":"2025-09-29T08:52:16","date_gmt":"2025-09-29T08:52:16","guid":{"rendered":"https:\/\/smarttechgroup.com.tr\/?p=42112"},"modified":"2026-01-30T14:48:02","modified_gmt":"2026-01-30T14:48:02","slug":"data-products-data-contracts-and-reliable-data-flow-with-cdc","status":"publish","type":"post","link":"https:\/\/smarttechgroup.com.tr\/en\/2025\/09\/29\/veri-urunleri-veri-sozlesmeleri-ve-cdc-ile-guvenilir-veri-akisi\/","title":{"rendered":"Trusted Data Flow with Data Products, Data Contracts and CDC"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"42112\" class=\"elementor elementor-42112\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b793c8a e-con-full e-flex e-con e-parent\" data-id=\"b793c8a\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t<div class=\"elementor-element elementor-element-efcfcdf e-con-full e-flex e-con e-child\" data-id=\"efcfcdf\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eccf996 elementor-widget elementor-widget-the7-heading\" data-id=\"eccf996\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"the7-heading-title elementor-size-default\">Trusted Data Flow with Data Products, Data Contracts and CDC<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4b82229 elementor-widget elementor-widget-text-editor\" data-id=\"4b82229\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">The value of data in today's business world is indisputable. However, it has become critical not only to access data but also to share it in a reliable, accurate and appropriate manner. Three important concepts stand out at this point: <span class=\"s1\"><b>Data Products<\/b><\/span>, <span class=\"s1\"><b>Data Contracts<\/b><\/span> and <span class=\"s1\"><b>Change Data Capture (CDC)<\/b><\/span>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e4b2b88 content-align-left the7-hover-visibility-disabled preserve-img-ratio-cover transform-overlay-yes exceeding-frame-yes elementor-widget elementor-widget-the7-image-widget\" data-id=\"e4b2b88\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;hover_visibility&quot;:&quot;disabled&quot;}\" data-widget_type=\"the7-image-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"the7-image-container\"><div class=\"the7-image-wrapper the7-elementor-widget the7-transform-container\"><div class=\"post-thumbnail-rollover layzr-bg img-css-resize-wrapper\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1920\" height=\"832\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#039;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#039;%20viewBox%3D&#039;0%200%201920%20832&#039;%2F%3E\" class=\"attachment-full size-full preload-me aspect lazy lazy-load\" alt=\"\" sizes=\"(max-width: 1920px) 100vw, 1920px\" style=\"--ratio: 1920 \/ 832;\" data-src=\"https:\/\/smarttechgroup.com.tr\/wp-content\/uploads\/2024\/07\/veri-guvenligi-nedir-nasil-saglanir.jpeg\" loading=\"eager\" data-srcset=\"https:\/\/smarttechgroup.com.tr\/wp-content\/uploads\/2024\/07\/veri-guvenligi-nedir-nasil-saglanir.jpeg 1920w, https:\/\/smarttechgroup.com.tr\/wp-content\/uploads\/2024\/07\/veri-guvenligi-nedir-nasil-saglanir-1000x433.jpeg 1000w, https:\/\/smarttechgroup.com.tr\/wp-content\/uploads\/2024\/07\/veri-guvenligi-nedir-nasil-saglanir-300x130.jpeg 300w, https:\/\/smarttechgroup.com.tr\/wp-content\/uploads\/2024\/07\/veri-guvenligi-nedir-nasil-saglanir-1024x444.jpeg 1024w, https:\/\/smarttechgroup.com.tr\/wp-content\/uploads\/2024\/07\/veri-guvenligi-nedir-nasil-saglanir-768x333.jpeg 768w, https:\/\/smarttechgroup.com.tr\/wp-content\/uploads\/2024\/07\/veri-guvenligi-nedir-nasil-saglanir-1536x666.jpeg 1536w\" \/><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b694103 e-con-full e-flex e-con e-child\" data-id=\"b694103\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-79f82c5 elementor-widget elementor-widget-the7-heading\" data-id=\"79f82c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"the7-heading-title elementor-size-default\">Data Products: Thinking of Data as a Product<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-542e9d3 elementor-widget elementor-widget-text-editor\" data-id=\"542e9d3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">For many companies, data is no longer just a stored resource. Data has become a product that can be shared, used and re-valued. With data products, different teams can easily find, understand and safely use the same data.<\/p><ul><li><p class=\"p1\"><span class=\"s1\"><b>User friendly:<\/b><\/span> With self-service access, teams can access the data they need without being dependent on IT.<\/p><\/li><li><p class=\"p1\"><span class=\"s1\"><b>Reliable:<\/b><\/span> Data quality is maintained with well-defined schemas and metadata.<\/p><\/li><li><p class=\"p1\"><span class=\"s1\"><b>Compatible:<\/b><\/span> Easy to use across different systems and teams.<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4efff8c e-con-full e-flex e-con e-child\" data-id=\"4efff8c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-79436cc elementor-widget elementor-widget-the7-heading\" data-id=\"79436cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"the7-heading-title elementor-size-default\">Data Contracts: The Key to Trust and Consistency<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bdaac91 elementor-widget elementor-widget-text-editor\" data-id=\"bdaac91\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">Data contracts play a critical role in ensuring trust, transparency and consistency between data providers and data consumers. Schema, format, freshness and access rules are clearly defined to ensure uninterrupted and reliable data flow.<\/p><p class=\"p1\">For data products to be sustainable <span class=\"s1\"><b>data contracts<\/b><\/span> comes into play. Data contracts are an agreement between producer and consumer teams. The structure, format and usage rules of the data are clearly defined, changes are controlled and backward compatible, and both legal and security requirements are observed. Thus, changes in data flow do not disrupt business processes, and a secure and sustainable collaboration between teams is ensured.<\/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-cd0f7e1 content-align-left the7-hover-visibility-disabled preserve-img-ratio-cover transform-overlay-yes exceeding-frame-yes elementor-widget elementor-widget-the7-image-widget\" data-id=\"cd0f7e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;hover_visibility&quot;:&quot;disabled&quot;}\" data-widget_type=\"the7-image-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"the7-image-container\"><div class=\"the7-image-wrapper the7-elementor-widget the7-transform-container\"><div class=\"post-thumbnail-rollover layzr-bg img-css-resize-wrapper\"><img decoding=\"async\" width=\"2560\" height=\"1707\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D&#039;http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg&#039;%20viewBox%3D&#039;0%200%202560%201707&#039;%2F%3E\" class=\"attachment-full size-full preload-me aspect lazy lazy-load\" alt=\"\" sizes=\"(max-width: 2560px) 100vw, 2560px\" style=\"--ratio: 2560 \/ 1707;\" data-src=\"https:\/\/smarttechgroup.com.tr\/wp-content\/uploads\/2024\/07\/65f44796-8381-4d7d-b6d1-fe08ecf00c08-scaled.jpg\" loading=\"eager\" data-srcset=\"https:\/\/smarttechgroup.com.tr\/wp-content\/uploads\/2024\/07\/65f44796-8381-4d7d-b6d1-fe08ecf00c08-scaled.jpg 2560w, https:\/\/smarttechgroup.com.tr\/wp-content\/uploads\/2024\/07\/65f44796-8381-4d7d-b6d1-fe08ecf00c08-scaled-1000x667.jpg 1000w, https:\/\/smarttechgroup.com.tr\/wp-content\/uploads\/2024\/07\/65f44796-8381-4d7d-b6d1-fe08ecf00c08-300x200.jpg 300w, https:\/\/smarttechgroup.com.tr\/wp-content\/uploads\/2024\/07\/65f44796-8381-4d7d-b6d1-fe08ecf00c08-1024x683.jpg 1024w, https:\/\/smarttechgroup.com.tr\/wp-content\/uploads\/2024\/07\/65f44796-8381-4d7d-b6d1-fe08ecf00c08-768x512.jpg 768w, https:\/\/smarttechgroup.com.tr\/wp-content\/uploads\/2024\/07\/65f44796-8381-4d7d-b6d1-fe08ecf00c08-1536x1024.jpg 1536w, https:\/\/smarttechgroup.com.tr\/wp-content\/uploads\/2024\/07\/65f44796-8381-4d7d-b6d1-fe08ecf00c08-2048x1365.jpg 2048w\" \/><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4919067 e-con-full e-flex e-con e-child\" data-id=\"4919067\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a51db44 elementor-widget elementor-widget-the7-heading\" data-id=\"a51db44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"the7-heading-title elementor-size-default\">Change Data Capture (CDC):<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b1fb32 elementor-widget elementor-widget-text-editor\" data-id=\"7b1fb32\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\"><b>Capturing Data in Motion<\/b><b><\/b><\/p><p class=\"p2\">Data often originates in operational systems: orders, customer movements, payment transactions. CDC captures these changes in real time and transforms them into data streams. This enables instant integration between different systems, feeds reporting and analytics processes with up-to-date data and eliminates waiting time for critical business decisions.<\/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-288e3be e-con-full e-flex e-con e-child\" data-id=\"288e3be\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-035dc2a elementor-widget elementor-widget-text-editor\" data-id=\"035dc2a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\"><b>Why is it Important?<\/b><b><\/b><\/p><p class=\"p2\">Properly constructed data products, supported by data contracts and made real-time with CDC:<\/p><ul><li><p class=\"p1\">Business decisions are accelerated,<\/p><\/li><li><p class=\"p1\">Disconnects between systems are reduced,<\/p><\/li><li><p class=\"p1\">Customer experience improves,<\/p><\/li><li><p class=\"p1\">Data governance is strengthened.<\/p><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f8750da elementor-align-left elementor-widget elementor-widget-the7_icon_widget\" data-id=\"f8750da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7_icon_widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"the7-icon-wrapper the7-elementor-widget\"><div class=\"elementor-icon\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"56\" height=\"56\" fill=\"#000000\" viewbox=\"0 0 256 256\"><path d=\"M128,24A104,104,0,1,0,232,128,104.11,104.11,0,0,0,128,24Zm0,192a88,88,0,1,1,88-88A88.1,88.1,0,0,1,128,216Zm16-40a8,8,0,0,1-8,8,16,16,0,0,1-16-16V128a8,8,0,0,1,0-16,16,16,0,0,1,16,16v40A8,8,0,0,1,144,176ZM112,84a12,12,0,1,1,12,12A12,12,0,0,1,112,84Z\"><\/path><\/svg><\/div><\/div>\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-b4627a9 e-con-full e-flex e-con e-child\" data-id=\"b4627a9\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1f3670a elementor-widget elementor-widget-the7-heading\" data-id=\"1f3670a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"the7-heading-title elementor-size-default\">Conclusion<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-088d5d4 elementor-widget elementor-widget-text-editor\" data-id=\"088d5d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\">It is no longer enough to simply store data; it has become a necessity for companies to manage it intelligently and deliver it in a way that adds value to business processes. Data products, data contracts and CDC are the building blocks of this transformation journey.<\/p><p class=\"p1\">\ud83d\udc49 You can contact us to turn your data into a valuable product and move your business forward.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee083e8 elementor-align-left elementor-widget elementor-widget-the7_button_widget\" data-id=\"ee083e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"the7_button_widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\"><a href=\"https:\/\/smarttechgroup.com.tr\/en\/blog\/\" class=\"box-button elementor-button elementor-size-sm\">Check out our blog posts<\/a><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>The value of data in today's business world is indisputable. However, it has become as critical to be able to access data as it is to share it in a reliable, accurate and appropriate manner.<\/p>","protected":false},"author":1,"featured_media":42741,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[169],"tags":[22],"class_list":["post-42112","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-yazilari","tag-cover-post"],"_links":{"self":[{"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/posts\/42112","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/comments?post=42112"}],"version-history":[{"count":19,"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/posts\/42112\/revisions"}],"predecessor-version":[{"id":42748,"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/posts\/42112\/revisions\/42748"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/media\/42741"}],"wp:attachment":[{"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/media?parent=42112"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/categories?post=42112"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smarttechgroup.com.tr\/en\/wp-json\/wp\/v2\/tags?post=42112"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}