{"id":102352,"date":"2025-12-03T14:48:01","date_gmt":"2025-12-03T13:48:01","guid":{"rendered":"https:\/\/www.pikon.com\/?p=102352"},"modified":"2025-12-17T14:28:38","modified_gmt":"2025-12-17T13:28:38","slug":"from-clean-core-to-intelligent-enterprise-deploy-ai-on-sap-btp","status":"publish","type":"post","link":"https:\/\/www.pikon.com\/en\/blog\/from-clean-core-to-intelligent-enterprise-deploy-ai-on-sap-btp\/","title":{"rendered":"From Clean Core to Intelligent Enterprise: Deploy AI on SAP BTP"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"102352\" class=\"elementor elementor-102352\" data-elementor-settings=\"{&quot;element_pack_global_tooltip_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;element_pack_global_tooltip_padding&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_padding_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;element_pack_global_tooltip_border_radius_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true}}\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-59693b1 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"59693b1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9372682 elementor-toc--minimized-on-tablet elementor-widget elementor-widget-global elementor-global-75893 elementor-global-75856 elementor-widget-table-of-contents\" data-id=\"9372682\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;exclude_headings_by_selector&quot;:&quot;.bdt-ep-advanced-icon-box-title, .no-table-of-content&quot;,&quot;headings_by_tags&quot;:[&quot;h2&quot;,&quot;h3&quot;,&quot;h4&quot;,&quot;h5&quot;],&quot;container&quot;:&quot;.elementor-widget-theme-post-content&quot;,&quot;no_headings_message&quot;:&quot;No headings were found on this page.&quot;,&quot;marker_view&quot;:&quot;numbers&quot;,&quot;minimize_box&quot;:&quot;yes&quot;,&quot;minimized_on&quot;:&quot;tablet&quot;,&quot;hierarchical_view&quot;:&quot;yes&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"table-of-contents.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__header\">\n\t\t\t\t\t\t<h4 class=\"elementor-toc__header-title\">\n\t\t\t\tContent\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__9372682\" aria-expanded=\"true\" aria-label=\"Open table of contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-down\"><\/i><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__9372682\" aria-expanded=\"true\" aria-label=\"Close table of contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-up\"><\/i><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<div id=\"elementor-toc__9372682\" class=\"elementor-toc__body\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<i class=\"elementor-toc__spinner eicon-animation-spin eicon-loading\" aria-hidden=\"true\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-113e8ff elementor-widget elementor-widget-text-editor\" data-id=\"113e8ff\" 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>In today\u2019s enterprise landscape, artificial intelligence has moved from experimentation to expectation. Businesses want smarter automation, predictive insights, and intelligent processes and they want all of it tightly integrated with their core systems like SAP S\/4HANA.<\/p><p>But there\u2019s a challenge: <strong>how do you innovate rapidly with AI without compromising the stability and upgradeability of your SAP environment?<\/strong><\/p><p>That\u2019s exactly where SAP\u2019s <strong>Clean Core<\/strong> strategy comes in. Clean Core encourages organisations to keep their ERP system free of custom modifications ensuring performance, maintainability, and smooth upgrades, while shifting innovation and extensibility to the cloud. In this model, the <strong>SAP Business Technology Platform (BTP)<\/strong> becomes the home for innovation. From integrations and extensions to automation and data orchestration, BTP acts as the secure, scalable foundation where enterprises can build the intelligent solutions they need.<\/p><p>One of the most exciting parts of this evolution is the rise of <strong>AI-powered extensions<\/strong>. With <strong>SAP AI Core<\/strong> and <strong>AI Launchpad<\/strong>, SAP now provides a complete framework for developing, deploying, and managing custom machine-learning models while keeping the ERP core clean. Even better: this allows data scientists and developers to continue working in Python, the world\u2019s most popular language for AI, and run their models at enterprise scale within SAP BTP.<\/p><p>In this article, we\u2019ll explore how the Clean Core principle naturally leads to AI innovation on BTP and how you can integrate Python with SAP AI Core and AI Launchpad to bring custom intelligence into your SAP landscape without compromising stability.<\/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<div class=\"elementor-element elementor-element-7eaae2f e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"7eaae2f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-409e552 elementor-widget elementor-widget-heading\" data-id=\"409e552\" 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\">What is SAP Clean Core?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d713185 elementor-widget elementor-widget-text-editor\" data-id=\"d713185\" 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>Let\u00b4s give you a brief overview: SAP\u2019s <strong>Clean Core<\/strong> approach ensures that your SAP ERP system, whether it\u00b4s S\/4HANA Cloud or on-premise evolving toward cloud standards, remains stable, secure, and upgrade-friendly (you can read more about it <a href=\"https:\/\/community.sap.com\/t5\/technology-blog-posts-by-sap\/business-excellence-with-sap-s-new-clean-core-extensibility-levels-why-what\/ba-p\/14191481\" target=\"_blank\" rel=\"noopener\">here<\/a>).<\/p><p>The idea is simple:<\/p><ul><li><strong>Keep the ERP core clean<\/strong> (no Z-coding or modifications inside the system)<\/li><li><strong>Build extensions and innovation side-by-side<\/strong> using SAP BTP<\/li><li><strong>Adopt standard processes<\/strong> and <strong>upgrade continuously<\/strong> without disruption<\/li><\/ul><p>In practice, this means you avoid old-school Z-customisations embedded in the SAP backend and instead use modern cloud-native services, APIs, and event-driven extensions.<\/p><p>This foundation is critical for <strong>AI adoption<\/strong>. To innovate with AI rapidly, without risk to your core business systems, you need a flexible, scalable platform. That platform is <strong>SAP BTP<\/strong>.<\/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<div class=\"elementor-element elementor-element-e7f8b9c e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"e7f8b9c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d8efe00 elementor-widget elementor-widget-heading\" data-id=\"d8efe00\" 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\">What is SAP BTP and how does it relate to AI\n<\/h2>\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<div class=\"elementor-element elementor-element-3531c5d e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"3531c5d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3454e3e elementor-widget elementor-widget-text-editor\" data-id=\"3454e3e\" 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>The SAP Business Technology Platform (SAP BTP) is SAP\u2019s cloud innovation and extensibility platform. It enables organisations to integrate systems, manage data, build applications, and deliver intelligent automation and AI all while keeping the digital core of SAP S\/4HANA clean, stable, and upgradeable.<\/p><p>In simple terms, SAP BTP acts as the innovation layer for SAP landscapes. It gives companies a secure space to build and run extensions without modifying the core ERP, aligning perfectly with the Clean Core\u00a0 philosophy.<\/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<div class=\"elementor-element elementor-element-80706f1 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"80706f1\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1d5bc82 elementor-widget elementor-widget-image\" data-id=\"1d5bc82\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"993\" height=\"634\" src=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/11\/SAP_BTP-1.png\" class=\"attachment-large size-large wp-image-102391\" alt=\"SAP BTP capabilities. Credit: SAP\" srcset=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/11\/SAP_BTP-1.png 993w, https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/11\/SAP_BTP-1-300x192.png 300w, https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/11\/SAP_BTP-1-768x490.png 768w, https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/11\/SAP_BTP-1-600x383.png 600w\" sizes=\"(max-width: 993px) 100vw, 993px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">SAP BTP capabilities. Credit: SAP<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\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<div class=\"elementor-element elementor-element-f094c5d e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"f094c5d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2589955 elementor-widget elementor-widget-text-editor\" data-id=\"2589955\" 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 BTP brings together several capabilities: modern application development tools, integration services to connect systems inside and outside the SAP world, data and database services like SAP HANA Cloud and SAP Datasphere, and analytics through SAP Analytics Cloud. Together, these services provide a complete environment for building scalable enterprise solutions in the cloud.<\/p><p>AI is now a major pillar of SAP BTP. The platform provides everything required to embed intelligence into business processes from out-of-the-box SAP AI services to advanced capabilities for running your own AI and machine learning workloads.<\/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<div class=\"elementor-element elementor-element-ea1122f e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"ea1122f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f3843df elementor-widget elementor-widget-heading\" data-id=\"f3843df\" 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\">SAP AI Core, AI Launchpad, and built-in AI services<\/h3>\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<div class=\"elementor-element elementor-element-08d6e92 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"08d6e92\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-167a1c9 elementor-widget elementor-widget-text-editor\" data-id=\"167a1c9\" 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>Once SAP BTP is established as the innovation platform, the next step is understanding how AI becomes operational inside the SAP ecosystem. This is where <strong>SAP AI Core<\/strong>, <strong>SAP AI Launchpad<\/strong>, and <strong>SAP&#8217;s out-of-the-box AI services<\/strong> come together.<\/p><p><strong>SAP AI Core<\/strong> is an execution environment for custom AI workloads. It allows you to run AI models using modern container-based infrastructure whether you&#8217;re training models, running batch jobs, or serving real-time predictions. The power of AI Core lies in flexibility: you can build models in Python using familiar libraries like TensorFlow, PyTorch, or Scikit-learn, package them into containers, and deploy them into a scalable SAP-managed environment. Once deployed, these models can be exposed as secure endpoints and consumed from SAP applications or external systems, all without modifying your SAP S\/4HANA or business core.<\/p><p><strong>SAP AI Launchpad<\/strong> complements this by acting as the operational and governance layer. It provides a unified cockpit to deploy and monitor models, track performance and logs, compare model versions, and enforce controls and access. It turns AI into a managed enterprise service, rather than an experiment running on someone&#8217;s notebook or private virtual machine.<\/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<div class=\"elementor-element elementor-element-0dc596e e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"0dc596e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-72719fb elementor-widget elementor-widget-image\" data-id=\"72719fb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"476\" src=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/11\/SAP_AI_Launchpad_main_page-1-1024x476.png\" class=\"attachment-large size-large wp-image-102397\" alt=\"\" srcset=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/11\/SAP_AI_Launchpad_main_page-1-1024x476.png 1024w, https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/11\/SAP_AI_Launchpad_main_page-1-300x139.png 300w, https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/11\/SAP_AI_Launchpad_main_page-1-768x357.png 768w, https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/11\/SAP_AI_Launchpad_main_page-1-1536x714.png 1536w, https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/11\/SAP_AI_Launchpad_main_page-1-600x279.png 600w, https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/11\/SAP_AI_Launchpad_main_page-1.png 1906w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\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<div class=\"elementor-element elementor-element-6934c18 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"6934c18\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-14d73a9 elementor-widget elementor-widget-text-editor\" data-id=\"14d73a9\" 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>Together, AI Core and AI Launchpad give organizations full lifecycle AI management: develop, deploy, observe, govern, and continuously improve.<\/p><p>But SAP does not expect you to start from scratch. Alongside custom AI, the platform also provides <strong>ready-to-use AI services <\/strong>like SAP Document AI. For example, document extraction, invoice recognition, sentiment analysis, and business-specific machine-learning services across SAP applications. These pre-trained capabilities allow companies to adopt AI quickly without building models themselves, while still leaving room for custom innovation where needed. And importantly, SAP supports <strong>large-language-model (LLM) workloads as well<\/strong>. With SAP\u2019s generative AI capabilities and AI Core as a runtime, organizations can deploy fine-tuned language models, host custom NLP pipelines, or integrate enterprise-secured foundation models. This means you can build AI copilots, natural-language interfaces for SAP systems, intelligent document processing, or domain-specific text generation, all governed under enterprise compliance and connected to SAP business data.<\/p><p>SAP offers a vast variety of different LLM providers. This includes both LLMs from providers like OpenAI, Google, or Azure as well as SAP-hosted open-source models from Mistral, Llama and DeepSeek. This allows you to select an appropriate solution for your business case without risks for your data. Moreover, the SAP AI Launchpad allows you to experiment and configure usage of your LLM. For instance, you can easily create a configuration of your favorite LLM and define different prompting setups that solve your tasks. In addition, you have access to administration center, where you can define accessibility and scalability options and track your usage statistics.<\/p><p>So, whether you want to use SAP\u2019s pre-built AI, deploy your own machine-learning models in Python, or run and adapt LLMs for enterprise scenarios, SAP BTP provides the environment to do it cleanly, securely, and without touching your core ERP logic.<\/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<div class=\"elementor-element elementor-element-2aea35c e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"2aea35c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-75c487e elementor-widget elementor-widget-heading\" data-id=\"75c487e\" 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\">Example of an AI model deployment using SAP AI Core<\/h2>\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<div class=\"elementor-element elementor-element-c3951ea e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"c3951ea\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b08ad62 elementor-widget elementor-widget-text-editor\" data-id=\"b08ad62\" 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>Let\u2019s look at some of the easiest ways to serve your AI models on SAP BTP. Deploying a custom machine-learning model with SAP AI Core follows a clear and structured workflow. First, you develop and package your model along with a serving application, for example, by exposing a prediction endpoint using a Python framework such as FastAPI or Flask. Once the serving code and model artifacts are ready, you containerize them in a Docker image.<\/p><p>The next step is to define a <strong>serving executable<\/strong> using a YAML configuration file. This file describes key deployment properties such as the image location, resource configuration, scaling parameters, and version details. In most scenarios, this YAML file is stored in a Git repository that is connected to your SAP AI Core instance, ensuring automated and traceable deployment.<\/p><p>With the configuration in place, you can trigger the deployment either through the <strong>SAP AI Launchpad<\/strong> user interface or programmatically using the <strong>SAP AI Core SDK<\/strong> and APIs. After a successful deployment, SAP AI Core exposes a secure inference endpoint running on SAP BTP. This endpoint can then be consumed by your applications whether they are SAP extensions, automation workflows, UI applications, or backend services, allowing you to integrate your custom AI seamlessly into business processes while keeping your core systems clean and upgrade-safe.<\/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<div class=\"elementor-element elementor-element-0fca91f e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"0fca91f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-69b9abe elementor-widget elementor-widget-image\" data-id=\"69b9abe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/11\/SAP_BTP_Deployment_overview-1-1024x576.png\" class=\"attachment-large size-large wp-image-102400\" alt=\"\" srcset=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/11\/SAP_BTP_Deployment_overview-1-1024x576.png 1024w, https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/11\/SAP_BTP_Deployment_overview-1-300x169.png 300w, https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/11\/SAP_BTP_Deployment_overview-1-768x432.png 768w, https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/11\/SAP_BTP_Deployment_overview-1-600x338.png 600w, https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/11\/SAP_BTP_Deployment_overview-1.png 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\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<div class=\"elementor-element elementor-element-0a6deb4 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"0a6deb4\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f841dec elementor-widget elementor-widget-heading\" data-id=\"f841dec\" 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\">Why choose PIKON as AI implementation partner?<\/h2>\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<div class=\"elementor-element elementor-element-3d2d4de e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"3d2d4de\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1560b78 elementor-widget elementor-widget-text-editor\" data-id=\"1560b78\" 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>We at PIKON can support you in your way of implementing modern AI solutions within the SAP ecosystem. That includes:<\/p><ol><li>Configuring out-of-box SAP AI services on SAP BTP<\/li><li>Development of custom AI solutions and deployment using SAP BTP<\/li><li>Connecting deployed AI services to your systems<\/li><\/ol>\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<div class=\"elementor-element elementor-element-e1565c8 e-con-full e-ecs-flex e-flex e-con e-child\" data-id=\"e1565c8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ad9b9c elementor-position-left elementor-widget__width-initial no-table-of-content elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"3ad9b9c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1182\" src=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/08\/pexels-tara-winstead-8386440-scaled-e1754311526924.jpg\" class=\"attachment-full size-full wp-image-98145\" alt=\"\" srcset=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/08\/pexels-tara-winstead-8386440-scaled-e1754311526924.jpg 2560w, https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/08\/pexels-tara-winstead-8386440-scaled-e1754311526924-300x139.jpg 300w, https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/08\/pexels-tara-winstead-8386440-scaled-e1754311526924-1024x473.jpg 1024w, https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/08\/pexels-tara-winstead-8386440-scaled-e1754311526924-768x355.jpg 768w, https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/08\/pexels-tara-winstead-8386440-scaled-e1754311526924-1536x709.jpg 1536w, https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/08\/pexels-tara-winstead-8386440-scaled-e1754311526924-2048x946.jpg 2048w, https:\/\/www.pikon.com\/wp-content\/uploads\/2025\/08\/pexels-tara-winstead-8386440-scaled-e1754311526924-600x277.jpg 600w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">AI Discovery Workshop<\/h3><p class=\"elementor-image-box-description\">AI is transforming industries but how do you know if it\u2019s the right fit for your business?\n\nThe AI Discovery Workshop is designed to cut through the hype and focus on what truly matters for your organisation.<br><br>\n<a class=\"cta-button\" href=\"https:\/\/www.pikon.com\/en\/doc\/ai-discovery-workshop\/\" target=\"_blank\" rel=\"noopener\">More information<\/a><\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5ac7673 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5ac7673\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f73bb30\" data-id=\"f73bb30\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t<div class=\"elementor-element elementor-element-280cb10 e-ecs-flex e-flex e-con-boxed e-con e-parent\" data-id=\"280cb10\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;ecs_container_type&quot;:&quot;flex&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8e6290a elementor-widget elementor-widget-heading\" data-id=\"8e6290a\" 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\">Contact<\/h2>\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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-2ae2011 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2ae2011\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-2d6af11\" data-id=\"2d6af11\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ea9f9dd elementor-widget elementor-widget-shortcode\" data-id=\"ea9f9dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><div class='_form_230'><\/div><script type='text\/javascript' src='https:\/\/pikon.activehosted.com\/f\/embed.php?static=0&id=230&6A7FEB2A6B147&nostyles=0&preview=0'><\/script> <\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-db5e623\" data-id=\"db5e623\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b4dca50 elementor-widget elementor-widget-pikon-author-box-widget\" data-id=\"b4dca50\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"pikon-author-box-widget.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-widget-image-box elementor-position-left elementor-vertical-align-top\"><div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" src=\"https:\/\/www.pikon.com\/wp-content\/uploads\/2023\/03\/Martina_klein-1-150x150.jpg\" alt=\"Martina Ksinsik\" title=\"Martina Ksinsik\" loading=\"lazy\"\/><\/a><\/figure><div class=\"elementor-image-box-content\"><div class=\"elementor-image-box-title\">Martina Ksinsik<\/div><div class=\"elementor-image-box-position\">Customer Success Manager<\/div><div class=\"elementor-image-box-phone\"><a href=\"tel:+4968137962113\"><i class=\"fas fa-phone\"><\/i> +49 (0) 681 379 62 - 113<\/a><\/div><div class=\"elementor-image-box-mail\"><a href=\"mailto:martina.ksinsik@pikon.com\"><i class=\"fa-fw far fa-envelope\"><\/i> martina.ksinsik@pikon.com<\/a><\/div><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>We cover how to deploy AI workloads on SAP BTP while keeping your SAP system clean and upgrade-ready.<\/p>\n","protected":false},"author":88,"featured_media":102353,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[22],"tags":[450,461],"class_list":["post-102352","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-all-posts","tag-data-science","tag-ki-ai","no-featured-image-padding"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>From Clean Core to Intelligent Enterprise: Deploy AI on SAP BTP - PIKON SAP Consulting International<\/title>\n<meta name=\"description\" content=\"From Clean Core to Intelligent Enterprise: Deploy AI on SAP BTP to optimise processes and drive intelligent innovation.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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