{"id":4538,"date":"2025-05-15T17:34:20","date_gmt":"2025-05-15T15:34:20","guid":{"rendered":"https:\/\/datalchemy.net\/nos-prestations\/asset-data-cleansing\/"},"modified":"2025-08-19T10:18:40","modified_gmt":"2025-08-19T08:18:40","slug":"asset-data-cleansing","status":"publish","type":"projet","link":"https:\/\/datalchemy.net\/en\/our-services\/asset-data-cleansing\/","title":{"rendered":"Asset data cleansing"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>Context<\/strong><\/h2>\n\n<p>RIVP centralizes a large volume of asset data within its ERP system, the reliability of which is a major financial factor and a constant concern. The aim of the project was to design a solution capable of cleansing historical data and justifying modifications.   <\/p>\n\n<h2 class=\"wp-block-heading\"><strong>Work performed<\/strong><\/h2>\n\n<ul class=\"wp-block-list\">\n<li><strong>Scoping and exploration phase<\/strong>: interviews with business teams and management to identify functional and strategic needs<\/li>\n\n\n\n<li><strong>Source inventory<\/strong>: identification of files, databases and update processes, analysis of historical depth and volumes.<\/li>\n\n\n\n<li><strong>Specification workshops<\/strong>: definition of the consistency rules to be applied and drafting of the specifications for the monitoring and alerting tool.<\/li>\n\n\n\n<li><strong>Planning<\/strong>: scheduling and costing of subsequent phases (technical architecture, development of control modules, execution).<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\"><strong>Results<\/strong><\/h2>\n\n<p>At the end of this first phase, RIVP approved the continuation of the project and commissioned us to implement and then execute the data cleansing solution, and therefore the production of a file listing all the modifications to be made to the asset databases, as well as the justifications for each modification.  <\/p>\n\n<p><\/p>\n","protected":false},"featured_media":3856,"template":"","meta":{"_acf_changed":false,"inline_featured_image":false},"tags":[214,186,211,183],"class_list":["post-4538","projet","type-projet","status-publish","has-post-thumbnail","hentry","tag-graphs-en","tag-pandas-en","tag-plotly-en","tag-python-en"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Asset data cleansing - Datalchemy<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/datalchemy.net\/en\/our-services\/asset-data-cleansing\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Asset data cleansing - Datalchemy\" \/>\n<meta property=\"og:description\" content=\"Context RIVP centralizes a large volume of asset data within its ERP system, the reliability of which is a major financial factor and a constant concern. The aim of the project was to design a solution capable of cleansing historical data and justifying modifications. Work performed Results At the end of this first phase, RIVP [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/datalchemy.net\/en\/our-services\/asset-data-cleansing\/\" \/>\n<meta property=\"og:site_name\" content=\"Datalchemy\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-19T08:18:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/datalchemy.net\/wp-content\/uploads\/2025\/05\/RIVP.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/datalchemy.net\/en\/our-services\/asset-data-cleansing\/\",\"url\":\"https:\/\/datalchemy.net\/en\/our-services\/asset-data-cleansing\/\",\"name\":\"Asset data cleansing - Datalchemy\",\"isPartOf\":{\"@id\":\"https:\/\/datalchemy.net\/en\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/datalchemy.net\/en\/our-services\/asset-data-cleansing\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/datalchemy.net\/en\/our-services\/asset-data-cleansing\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/datalchemy.net\/wp-content\/uploads\/2025\/05\/RIVP.png\",\"datePublished\":\"2025-05-15T15:34:20+00:00\",\"dateModified\":\"2025-08-19T08:18:40+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/datalchemy.net\/en\/our-services\/asset-data-cleansing\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/datalchemy.net\/en\/our-services\/asset-data-cleansing\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/datalchemy.net\/en\/our-services\/asset-data-cleansing\/#primaryimage\",\"url\":\"https:\/\/datalchemy.net\/wp-content\/uploads\/2025\/05\/RIVP.png\",\"contentUrl\":\"https:\/\/datalchemy.net\/wp-content\/uploads\/2025\/05\/RIVP.png\",\"width\":1024,\"height\":1024,\"caption\":\"Audit RIVP\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/datalchemy.net\/en\/our-services\/asset-data-cleansing\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\/\/datalchemy.net\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Projects\",\"item\":\"https:\/\/datalchemy.net\/en\/our-services\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Asset data cleansing\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/datalchemy.net\/en\/#website\",\"url\":\"https:\/\/datalchemy.net\/en\/\",\"name\":\"Datalchemy\",\"description\":\"Expertise, accompagnement  et R&amp;D en data et IA\",\"publisher\":{\"@id\":\"https:\/\/datalchemy.net\/en\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/datalchemy.net\/en\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/datalchemy.net\/en\/#organization\",\"name\":\"Datalchemy\",\"url\":\"https:\/\/datalchemy.net\/en\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/datalchemy.net\/en\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/datalchemy.net\/wp-content\/uploads\/2025\/08\/logo-datalchemy.gif\",\"contentUrl\":\"https:\/\/datalchemy.net\/wp-content\/uploads\/2025\/08\/logo-datalchemy.gif\",\"width\":696,\"height\":696,\"caption\":\"Datalchemy\"},\"image\":{\"@id\":\"https:\/\/datalchemy.net\/en\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.linkedin.com\/company\/sas-datalchemy\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Asset data cleansing - Datalchemy","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/datalchemy.net\/en\/our-services\/asset-data-cleansing\/","og_locale":"en_US","og_type":"article","og_title":"Asset data cleansing - Datalchemy","og_description":"Context RIVP centralizes a large volume of asset data within its ERP system, the reliability of which is a major financial factor and a constant concern. 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