{"id":104165,"date":"2026-04-30T15:39:00","date_gmt":"2026-04-30T13:39:00","guid":{"rendered":"https:\/\/dev.rapidviews.io\/blog\/non-classifiee\/sap-datasphere-les-nouveautes-q1-2026"},"modified":"2026-07-24T13:14:03","modified_gmt":"2026-07-24T11:14:03","slug":"sap-datasphere-whats-new-in-q1-2026","status":"publish","type":"post","link":"https:\/\/dev.rapidviews.io\/en\/sap-datasphere\/sap-datasphere-whats-new-in-q1-2026\/","title":{"rendered":"SAP Datasphere: What\u2019s new in Q1 2026"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"104165\" class=\"elementor elementor-104165 elementor-78928\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dfe57ca e-flex e-con-boxed e-con e-parent\" data-id=\"dfe57ca\" 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-4628d6d elementor-widget elementor-widget-text-editor\" data-id=\"4628d6d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-path-to-node=\"1\">SAP Datasphere frequently releases updates containing new features. Here is an overview of the main developments from this quarter.<\/p><p data-path-to-node=\"2\">SAP Datasphere continues to evolve to simplify and accelerate data management, modeling, and analysis. The Q1 2026 update brings major innovations that strengthen the platform by combining automation, artificial intelligence, and the reuse of existing work. These new features help save time, improve model accuracy, and make the user experience more intuitive.<\/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-fe1dc5c elementor-widget elementor-widget-heading\" data-id=\"fe1dc5c\" 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\">AI and productivity in modeling<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-61349b4 elementor-widget elementor-widget-heading\" data-id=\"61349b4\" 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\">\n\nAI-assisted semantic generation <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-644459e elementor-widget elementor-widget-text-editor\" data-id=\"644459e\" 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>To simplify data creation and organization, SAP Datasphere now integrates AI to assist with semantic modeling. AI can automatically identify data types, detect measures and attributes, suggest table and view keys and structures, and define semantic usage (fact, dimension, etc.).<\/p><p>In Q4 2025, this capability was extended to tables and views, providing an even more complete generation of the semantic structure. Users remain at the center of the process with the ability to validate and adjust suggestions. This significantly reduces modeling time and improves model standardization.<\/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-d8b0e0a elementor-widget elementor-widget-heading\" data-id=\"d8b0e0a\" 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\">AI-assisted SQL generation <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d614c5c elementor-widget elementor-widget-text-editor\" data-id=\"d614c5c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>SAP Datasphere also introduces automatic SQL generation in the view builder. This feature accelerates development for experienced users, facilitates learning for beginners, and maintains full control through validation and adjustment of generated code. The goal is to make the SQL experience more intuitive and productive.<\/p><p>\u00a0<\/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-6396d25 elementor-widget elementor-widget-heading\" data-id=\"6396d25\" 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\">Enhanced analytics and business functions\n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e3e036 elementor-widget elementor-widget-heading\" data-id=\"1e3e036\" 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\">Native time functions <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9983c8f elementor-widget elementor-widget-text-editor\" data-id=\"9983c8f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>SAP Datasphere enriches analytical models with ready-to-use business functions: MTD (month-to-date), QTD (quarter-to-date), YTD (year-to-date), and percentage of total calculations. These functions simplify time-based analysis and reduce the need for manual calculations within models.<\/p><p>\u00a0<\/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-59f5e62 elementor-widget elementor-widget-heading\" data-id=\"59f5e62\" 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\">Currency conversion and analytical model enhancements <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-db1f50c elementor-widget elementor-widget-text-editor\" data-id=\"db1f50c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>SAP Datasphere improves currency conversion by optimizing its behavior and simplifying the sharing of views using it, while strengthening analytical models through smoother sharing of Analytic Models, support for associated dimensions in Data Access Controls (DAC), and more robust access governance.<\/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-6579890 elementor-widget elementor-widget-heading\" data-id=\"6579890\" 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\">Data integration and replication\n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a57b2f elementor-widget elementor-widget-heading\" data-id=\"6a57b2f\" 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\">Data replication and delta management <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32e0972 elementor-widget elementor-widget-text-editor\" data-id=\"32e0972\" 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>A major enhancement involves SAP source replication. It is now possible to define primary keys at the source entity level in Replication Flows, enable delta management even without a native primary key, use Initial + Delta mode for SAPI extractors, and support ODP sources (SAPI, CDS views, SAP BW). This allows data to be replicated even when the source does not have a defined primary key.<\/p><p>\u00a0<\/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-9c428bb elementor-widget elementor-widget-heading\" data-id=\"9c428bb\" 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\">Performance optimization and data pipelines in SAP Datasphere <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-362425f elementor-widget elementor-widget-text-editor\" data-id=\"362425f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>SAP Datasphere improves data management and performance by introducing support for Parquet files, handling large files in Object Store targets, optimizing partitioning, and reusing local tables in Replication Flows. It also strengthens transformation and replication flows through object versioning, removing the inbound buffer for local file tables, advanced pipeline analysis via Data Pipeline Analyzer, and managing Replication Flow executions via REST API and CLI.<\/p><p>\u00a0<\/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-de97796 elementor-widget elementor-widget-heading\" data-id=\"de97796\" 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\">Transporting transformation flow configurations <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f2a60ee elementor-widget elementor-widget-text-editor\" data-id=\"f2a60ee\" 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>Execution configurations for Transformation Flows can now be transported between environments. Supported elements include the execution mode (SAP HANA \/ Spark), batch settings, and Spark application selection. This improvement guarantees better consistency across development, test, and production environments.<\/p><p>\u00a0<\/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-7d3b2d2 elementor-widget elementor-widget-heading\" data-id=\"7d3b2d2\" 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\">Orchestration, automation, and governance<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5727207 elementor-widget elementor-widget-heading\" data-id=\"5727207\" 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\">Process orchestration <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5cf1858 elementor-widget elementor-widget-text-editor\" data-id=\"5cf1858\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>SAP Datasphere strengthens process orchestration with the introduction of auto-retry in Task Chains, allowing automatic recovery upon failure. Task Ports improve the structuring of dependencies between steps, while output parameters in Task Chains, added in February, facilitate dynamic chaining of executions. Finally, using a dedicated technical user for scheduling improves the robustness and governance of automated executions.<\/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-4995fc6 elementor-widget elementor-widget-heading\" data-id=\"4995fc6\" 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\">Governance and security<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c035cf4 elementor-widget elementor-widget-text-editor\" data-id=\"c035cf4\" 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>Governance is reinforced with better visibility of Data Access Controls applied to sources, enabling a deeper understanding of access rules. Consent expiration notifications complement this approach by improving proactive authorization management. Furthermore, data lineage is enriched, particularly for BW DTPs, to strengthen end-to-end data traceability.<\/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-eb8492c elementor-widget elementor-widget-heading\" data-id=\"eb8492c\" 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\">Monitoring and operations<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eabcfdc elementor-widget elementor-widget-text-editor\" data-id=\"eabcfdc\" 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>Monitoring capabilities evolve with the introduction of the Data Pipeline Analyzer, enabling advanced diagnostics of data flows. Execution tracking is also improved thanks to exposure via API and CLI, facilitating automation and integration into external tools. Overall, this contributes to a global reinforcement of data pipeline supervision.<\/p><p>\u00a0<\/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-1b5eafd elementor-widget elementor-widget-heading\" data-id=\"1b5eafd\" 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\">Conclusion<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-52291f8 elementor-widget elementor-widget-text-editor\" data-id=\"52291f8\" 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>Recent developments in SAP Datasphere confirm a clear direction:<\/p><ul><li>increased automation through AI and orchestration<\/li><li>industrialization of data pipelines<\/li><li>strengthened governance and traceability<\/li><li>simplified developer experience<\/li><\/ul><p>SAP Datasphere is gradually evolving into a complete platform for intelligent, integrated, and governed data engineering.<\/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>\n\t\t","protected":false},"excerpt":{"rendered":"<p>SAP Datasphere frequently releases updates containing new features. Here is an overview of the main developments from this quarter. SAP Datasphere continues to evolve to simplify and accelerate data management, modeling, and analysis. The Q1 2026 update brings major innovations that strengthen the platform by combining automation, artificial intelligence, and the reuse of existing work. [&hellip;]<\/p>\n","protected":false},"author":21,"featured_media":104146,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[571],"tags":[],"class_list":["post-104165","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sap-datasphere"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.5 (Yoast SEO v28.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>SAP Datasphere : les nouveaut\u00e9s du premier trimestre 2026<\/title>\n<meta name=\"description\" content=\"SAP Datasphere continue \u00e0 sortir de nombreuses innovations et le premier 2026 ne d\u00e9roge pas \u00e0 la r\u00e8gle.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" 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