SAP AI Core Service Setup
The concept name was not provided, so a precise definition cannot be constructed from the available sources. Based on the sources, these materials collectively cover building and integrating Generative AI applications on SAP Business Technology Platform using SAP AI Core — a managed service that developers use to train models, run AI workloads, and connect to large language models via orchestration. Developers leverage it alongside SAP BTP service instances and keys to authenticate and consume AI capabilities such as prompt optimization, grounding, multimodal responses, and custom evaluation within their applications.
Tutorials that teach this
- Tutorial Generative AI Custom Evaluation - Quickstart
- Tutorial Quick Start for Your First AI Project Using SAP AI Core
- Tutorial Orchestration(V2) with Grounding Capabilities in SAP AI Core
- Tutorial Use Boosters for Use of SAP AI Core and SAP AI Launchpad
- Tutorial Prompt Optimization with Tool Calling
- Tutorial Consumption of GenAI models Using Orchestration - A Beginner's Guide
- Tutorial Build a House Price Predictor with SAP AI Core using VS Code Toolkit
- Tutorial Use Pre-Trained Tensorflow Models with a GPU in SAP AI Core
- Tutorial Orchestration with Grounding Capabilities in SAP AI Core (Interview Question Generation Use Case)
- Tutorial Deploy a Movie Recommendation System to AI Core Using Template Generator
- Tutorial Set Up Tools to Connect With and Operate SAP AI Core
- Tutorial Multimodal Response Assistant Chatbot Using SAP AI Core
- Tutorial Batch Consumption
- Tutorial Build a House Price Predictor with SAP AI Core
- Tutorial Enhance ISLM Connectivity to SAP AI Core with mTLS
- Tutorial Setup Azure Data Bucket with AI Core
- Tutorial Consumption of GenAI models Using Orchestration(V2) service - A Beginner's Guide
- Tutorial Set up Generative AI Hub in SAP AI Core
- Tutorial Setup Generative AI Hub in SAP AI Launchpad
- Tutorial Set Up SAP BTP and Integrate SAP AI Core with ISLM
- Tutorial Prompt LLMs in the generative AI hub in SAP AI Core & Launchpad
- Tutorial Set Up the Metaflow Library for SAP AI Core
- Tutorial Prompt optimization
- Tutorial Leveraging Orchestration(V2) Capabilities to Enhance Responses
- Tutorial Use Joule Studio, Classic Edition with Document Grounding
Docs explaining this concept
Upcoming hands-on events
Prerequisites
- Concept BTP Booster for Landscape Portal The [Landscape Portal](https://help.sap.com/docs/btp/sap-business-technology-platform/195a685a71f84953813e7b3bd255e849?locale=en-US&state=PRODUCTION&version=Cloud) is a central tool on SAP Business Technology Platform that allows developers and administrators to manage their ABAP environment landscape. Developers use it to perform landscape-related operations and maintenance tasks from a single, unified interface.
- Concept SAP AI Core Workflows
- Concept SAP BTP Cockpit The concept name was not provided and the supplied source snippets do not define or describe a single, identifiable SAP developer concept — they cover a range of unrelated SAP BTP topics such as Kyma environment setup, Cloud Foundry org deletion, subaccount management, and service instances. A focused definition cannot be grounded solely in these sources without a clearly stated concept to define.
- Concept SAP BTP Fundamentals and Platform Navigation
- Concept SAP BTP Boosters **Boosters** are a set of guided interactive steps on SAP Business Technology Platform that enable developers to select, configure, and consume services. A developer uses them to automate and simplify the setup of SAP BTP services and environments, such as [creating a Cloud Foundry subaccount](https://help.sap.com/docs/btp/sap-business-technology-platform/fb1b56148f834749a2bf51127421610b?locale=en-US&state=PRODUCTION&version=Cloud) or provisioning tools like SAP AI Core and SAP Build Apps, reducing the number of manual configuration steps required.
- Concept SAP BTP Service Instance and Binding Creation The provided sources do not contain sufficient information to write a grounded definition for an **undefined** concept. Source [S1] references a troubleshooting scenario involving the SAP Service Manager binding on SAP BTP, while the remaining sources ([S2]–[S8]) are tutorial titles only, with no descriptive content. Without a clearly identified concept name and supporting source content, a factually grounded definition cannot be produced.
- Concept SAP HANA Cloud fundamentals The concept name was not provided, and the available source snippets do not contain enough detail to define a specific SAP developer concept with accuracy. The sources reference topics such as [setting up database artifacts](https://help.sap.com/docs/btp/sap-business-technology-platform/3cd69547217949e098fb4f2a88aa6d33?locale=en-US&state=PRODUCTION&version=Cloud) in SAP HANA, connecting via JDBC, spatial data visualization, and migrating to SAP HANA Cloud, but no specific concept name or substantive explanatory content was supplied to ground a precise definition.
- Concept Free Tier Service Plans on SAP BTP The provided sources do not contain a definition for an "undefined" concept. A meaningful definition cannot be written without a valid concept name and supporting source content. Please provide a specific SAP developer concept along with relevant source snippets to generate an accurate definition.
- Concept BTP Service Entitlements Configuration The concept name is missing or undefined, so a precise definition cannot be provided. Based on the available sources, the provided snippets cover topics such as [SAP BTP trial account setup](https://help.sap.com/docs/btp/sap-business-technology-platform/fa5deb9cc4be4ca58070456cd2c47647?locale=en-US&state=PRODUCTION&version=Cloud), free service plans, the btp CLI, Kyma environment management, and [account administration via the SAP Cloud Management Service APIs](https://help.sap.com/docs/btp/sap-business-technology-platform/17b6a171552544a6804f12ea83112a3f?locale=en-US&state=PRODUCTION&version=Cloud), but no specific concept is identified for definition. Please provide a valid concept name to generate an accurate reference definition.
- Concept SAP BTP Subaccount and Entitlement Setup The provided sources do not contain sufficient information to define this concept. The concept name is "undefined" and none of the source snippets supply grounded content that could be used to write an accurate, sourced definition.
- Concept SAP HANA Certificate and PSE (Certificate Collection) Management The concept name provided is "undefined," and the available sources do not contain sufficient information to define a specific, identifiable SAP developer concept. The sources reference topics such as [downloading certificates](https://help.sap.com/docs/btp/sap-business-technology-platform/3645813291be47839e72ab08d8a31ac9?locale=en-US&state=PRODUCTION&version=Cloud), X.509 authentication, SAP HANA Cloud data virtualization, and SAP Analytics Cloud connections, but without a concrete concept name, no accurate and grounded definition can be produced.
Concepts that build on this
- Concept SAP AI Core Metrics Logging
- Concept Devtoberfest 2025 Week 3 Tooling Sessions
- Concept Azure Blob Storage Integration with SAP AI Core
- Concept ISLM Intelligent Scenario Management
- Concept Inference Observability in SAP AI Core
- Concept MCP Server for AI-Assisted SAP Development
- Concept SAP AI Core Template Generator (VS Code Application Wizard)
- Concept GPU-Enabled TensorFlow Deployment
- Concept Cline and SAP AI Core Integration
- Concept SAP Data Attribute Recommendation Service
- Concept BFCL Tool Calling Dataset Normalization and Prompt Optimization
- Concept Generative AI Hub & LLM Integration via SAP AI Core
- Concept Machine Learning Model Deployment
- Concept Jupyter Notebook ML Workflows
- Concept Orchestration Service for LLM Completions
- Concept AI Workflow Development
- Concept Generative AI Custom Evaluation in SAP AI Core
- Concept SAP AI Core ML Workflow Templates
- Concept LLM orchestration across multiple models
- Concept SAP HANA Cloud Data Exploration
- Concept SAP AI Launchpad Usage
- Concept Multimodal AI Inference with GPT-4o
- Concept Prompt Registry Management in SAP Generative AI Hub
- Concept SAP Generative AI Hub
- Concept Intelligent Scenario Lifecycle Management (ISLM) in ABAP
- Concept Docker Image Build and Registry Management
- Concept LLM Batch Inference (Asynchronous)
- Concept Tabular Data Prediction with Pretrained Transformer Models
- Concept Generative AI Hub setup and onboarding
- Concept Document Grounding via Microsoft SharePoint in SAP AI Core
- Concept Intelligent Scenario Lifecycle Management
- Concept SAP Cloud SDK for AI (AI Core Client)
- Concept Document Grounding with S3 Object Store in Joule Studio
- Concept SAP AI Core Object Store Secret Configuration
- Concept Metaflow Pipeline Setup for SAP AI Core
- Concept SAP AI Core Orchestration Service
- Concept Service Ticket Intelligence
- Concept Deploying Ollama on SAP AI Core
- Concept Intelligent Scenario Lifecycle Management (ISLM) for Generative AI
- Concept Service Key Management
- Concept MCP-Grounded AI Agentic Development
- Concept SAP AI Core Model Deployment and Inference
- Concept Multimodal AI Chatbot Development
- Concept Prompt Optimization Across Models