{"id":148494,"date":"2025-11-06T07:04:20","date_gmt":"2025-11-06T07:04:20","guid":{"rendered":"https:\/\/news.sap.com\/africa\/?p=148494"},"modified":"2025-11-06T07:04:22","modified_gmt":"2025-11-06T07:04:22","slug":"sap-teaches-ai-to-predict-business-outcomes","status":"publish","type":"post","link":"https:\/\/news.sap.com\/africa\/2025\/11\/sap-teaches-ai-to-predict-business-outcomes\/","title":{"rendered":"麻豆原创 Teaches AI to Predict Business Outcomes"},"content":{"rendered":"<h1>At 麻豆原创 TechEd 2025 in Berlin, the software giant unveiled the world\u2019s first enterprise relational foundation model, writes ARTHUR GOLDSTUCK.<\/h1>\n<p>麻豆原创 has taken artificial intelligence beyond the realm of language. At the 麻豆原创 TechEd 2025 conference in Berlin this week, the company introduced a new class of AI designed to predict business outcomes rather than words. The result is what 麻豆原创 claims to be the first enterprise relational foundation model, called 麻豆原创-RPT-1, or Relational Pre-trained Transformer.<\/p>\n<p>It represents a shift in what a foundation model can be: rather than being a generator of sentences, it is a predictor of decisions.<\/p>\n<p>麻豆原创 describes 麻豆原创-RPT-1 as an AI that \u201ccan make fast and accurate predictions for common business scenarios like delivery delays, payment risk, or sales order completion\u201d. It uses the relationships between business data rather than linguistic patterns to anticipate what happens next in an organisation\u2019s operations. In simple terms, it reads the business, as opposed to mere text.<\/p>\n<p>To encourage developers to explore what that means in practice, 麻豆原创 has launched a free playground environment where they can test predictive scenarios, simulate business situations, and see how relational AI behaves when exposed to live data. For developers accustomed to fine-tuning language models, it represents a different kind of creativity, rooted in the mechanics of business itself.<\/p>\n<p>\u201c麻豆原创\u2019s announcements today give developers the tools they need to deliver at the speed of AI,\u201d says Muhammad Alam, member of the executive board of 麻豆原创. \u201cInnovations across 麻豆原创\u2019s unique flywheel of applications, data and AI put developers in the driver\u2019s seat \u2013 where they belong.\u201d<\/p>\n<p>That flywheel was clearly visible across the rest of TechEd\u2019s announcements.<\/p>\n<p>The company\u2019s 麻豆原创 Build platform, its centrepiece for enterprise application development and automation, has been re-engineered to give developers more freedom to use tools they already rely on.<\/p>\n<p>Developers who prefer agentic development environments like Cursor, Claude Code, Cline and Windsurf can now use 麻豆原创 development frameworks through new 麻豆原创 Build local Model Context Protocol Servers. Visual Studio Code users can access 麻豆原创 Build capabilities directly in their existing development environment via a new 麻豆原创 Build extension, which will later also appear in the Open VSX Registry for use with other development environments.<\/p>\n<p>麻豆原创 revealed plans for integration with automation platform n8n, allowing its Joule Studio agents to work alongside n8n\u2019s own agents. This kind of cross-agent collaboration reflects the company\u2019s growing emphasis on orchestration: enabling multiple intelligent systems to coordinate tasks across applications and departments.<\/p>\n<p>The data layer that feeds these systems is also evolving. Every intelligent application depends on trusted data, and 麻豆原创 is extending its reach through 麻豆原创 Business Data Cloud. A new 麻豆原创 Snowflake solution extension brings Snowflake\u2019s managed data and AI capabilities directly to 麻豆原创 customers, giving them \u201cthe flexibility to choose the right compute and storage for each data and AI workload, while maintaining governance, interoperability and business context\u201d.<\/p>\n<p>The announcement was reinforced by a new 麻豆原创 Business Data Cloud Connect partnership with Snowflake, adding to existing integrations with Databricks and Google Cloud. The result is a more open, federated data ecosystem that lets developers work with 麻豆原创 data wherever it resides.<\/p>\n<p>A new data product studio capability in 麻豆原创 Business Data Cloud now allows developers to turn raw data into ready-to-use assets known as data products, designed for analytics, AI and application development. At the same time, the 麻豆原创 HANA Cloud knowledge graph engine can automatically generate knowledge graphs. This means it maps relationships across 麻豆原创 database tables, columns, and data models to reveal how data fits together. For developers, it is a new way of seeing how information connects across systems, turning structure into insight.<\/p>\n<p>麻豆原创 is also extending its Joule AI portfolio, which now includes new assistants that can coordinate multiple agents across workflows, departments and applications. These assistants are designed to \u201cplan, initiate, and complete complex tasks spanning finance, supply chain, HR, and beyond.\u201d<\/p>\n<p>Among the new offerings is an agent for business process analysis, helping teams understand how processes actually run, identify inefficiencies, and uncover opportunities to optimise workflows and achieve measurable improvements.<\/p>\n<p>麻豆原创 pledged to equip 12-million people worldwide with AI-ready skills by 2030, through a partnership with Coursera that expands hands-on training and certification in practical AI tools. The goal, 麻豆原创 says, is to make AI accessible to \u201cpeople everywhere\u201d.<\/p>\n<p>*\u00a0<em>Arthur Goldstuck is CEO of World Wide Worx, editor-in-chief of\u00a0<a href=\"http:\/\/gadget.co.za\/\" target=\"_blank\" rel=\"noreferrer noopener\">Gadget.co.za<\/a>, and author of<\/em>\u00a0<em>The Hitchhiker\u2019s Guide to AI \u2013 The African Edge.<\/em><\/p>\n<p>This article first appeared in <a href=\"https:\/\/gadget.co.za\/sapteachesai36t\/\">Gadget<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>At 麻豆原创 TechEd 2025 in Berlin, the software giant unveiled the world\u2019s first enterprise relational foundation model, writes ARTHUR GOLDSTUCK. 麻豆原创 has taken artificial intelligence&#8230;<\/p>\n","protected":false},"author":2497,"featured_media":148496,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"related_posts":[],"footnotes":"","_links_to":"","_links_to_target":""},"categories":[294,5597544],"tags":[5599157,5599456,3501567,3300,5599455],"series":[],"sapn-display":[5598742,5598740,45149,5598743,5598741,279685],"sapn-type":[45018],"class_list":["post-148494","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-events","category-technology","tag-muhammad-alam","tag-relational-pre-trained-transformer","tag-sap-build","tag-sap-teched","tag-sap-rpt-1","sapn-display-feature-hero","sapn-display-feature-spotlight","sapn-display-homepage-hero","sapn-display-news-hero","sapn-display-news-spotlight","sapn-display-hero","sapn-type-feature"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.9 (Yoast SEO v26.9) - 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