Describing AI Foundation Capabilities

Objective

After completing this lesson, you will be able to describe AI Foundation tools to build, extend and run custom AI solutions and agents at scale.

SAP Document AI

Capabilities of AI Foundation

In an era where intelligent automation and data-driven decision-making are redefining enterprise agility, SAP’s AI Foundation emerges as a strategic enabler.

This lesson introduces SAP’s AI Foundation, the AI operating system designed to help enterprises build, connect, and run custom AI and agents at scale. Through a unified entry point, AI Foundation offers a powerful set of tools—including Generative AI Hub, SAP Document AI, Joule Studio, and more—that enable you to accelerate AI development and simplify operations. Learn how these capabilities come together to drive innovation and deliver measurable outcomes.

SAP Document AI

SAP Document AI is a standalone, enterprise-grade solution designed to automate the end-to-end processing of business documents—structured, semi-structured, and unstructured. It leverages advanced AI technologies including OCR, transformers, and LLMs to extract, classify, and enrich document data with high accuracy.

Value Proposition:

Smarter Automation: Automates document intake, classification, and data extraction across formats and languages.
Embedded Intelligence: Seamlessly integrates into SAP applications like SAP S/4HANA, Ariba, Concur, and SuccessFactors.
Preconfigured Content: Offers ready-to-use templates for invoices, purchase orders, delivery notes, and more.
Scalability and Compliance: Operates across hyperscalers (AWS, Azure, GCP) with EU-only access options for regulatory compliance.

Examples:

1. Quality Management: SAP Document AI enables quality engineers to reduce certificate processing time by 70%, from 10 minutes to 3 minutes per certificate.

Annual Benefit: 38.7k€ saved in processing time.

Additionally, faster inspection lot processing and earlier quality certificate confirmation reduce material inspection delays, cutting revenue loss by 70%.

Annual Benefit: 243.5k€ decrease in revenue loss.

2. Sales Order Automation: SAP Document AI enables sales reps to reduce sales order creation time by 70%.

Enabler: Automates data extraction and mapping for order processing
Outcome: Processing time per order drops from 10 minutes to 3
Annual Benefit: Saves 225.5k€ in time costs

3. Invoice Processing: Embedded in SAP Business Network to automate invoice ingestion and validation.

You can refer to the following assets for more details on SAP Document AI:

Generative AI hub

The generative AI hub is a central component of SAP’s AI Foundation product portfolio that enables developers to build, deploy, and manage generative AI solutions and AI-powered extensions of SAP applications. It provides access to a wide range of frontier models and compute resources through a unified interface.

Value Proposition:

Model Flexibility: Supports frontier models (e.g., GPT, Claude, Mistral) and BYOM (Bring Your Own Model) strategies.
Enterprise-grade Orchestration: Offers lifecycle management, prompt control, and content filtering.
Secure and Compliant: Built-in data privacy, legal vetting, and commercial frameworks ensure responsible AI adoption.

Examples:

Deploying a generative AI model to summarize customer feedback across channels.
Utilizing a model of choice from a wide range of models to generate personalized marketing content ensuring data security and cost effectiveness.
Using the generative AI hub to manage prompts and outputs for a multilingual chatbot embedded in SAP Commerce Cloud.

You can refer to the following assets for more details on generative AI hub:

Joule Studio

Joule Studio is SAP’s low-code/no-code environment within SAP Build that allows users to create and manage custom AI agents and Joule Skills. It extends the capabilities of SAP’s AI copilot by enabling the development of intelligent, context-aware automation tailored to specific business needs.

Value Proposition:

Joule Skills: Execute deterministic, rule-based tasks (e.g., retrieving stock levels, submitting tickets).
AI Agents: Handle complex, multi-step reasoning tasks (e.g., optimizing logistics, managing procurement).
Deep Integration: Natively connects with SAP Build, SAP Integration Suite, and SAP Knowledge Graph.
Security and governance: Offers full lifecycle management, data masking, and compliance enforcement.

Examples:

Create custom agents that are tailored to business needs and grounded in the business data of an organization.

Smart Advisory Companion: An AI agent that helps support engineers resolve incidents by querying historical data and triggering workflows.
Procurement Agent: Analyzes supplier performance, negotiates contracts, and ensures compliance using Joule Skills and external APIs.
Talent Acquisition Agent: Automates candidate screening, interview scheduling, and offer approvals.

SAP Knowledge Graph

The SAP Knowledge Graph is the semantic backbone of the AI Foundation. It connects and contextualizes enterprise data across SAP and non-SAP systems, enabling AI agents and Joule to deliver grounded, accurate, and actionable insights.

Note

SAP Knowledge Graph is a key technology that serves as a data foundation for AI Foundation. It is important to know that while customers don't interact with it directly, it is a critical technology that grounds AI foundation capabilities in business and process context of an organization.

Value Proposition:

Natural Language Access: Allows users to query enterprise data using conversational language.
Contextual Grounding: Ensures AI outputs are rooted in SAP-specific business semantics.
Cross-domain Intelligence: Connects data across lines of business (e.g., finance, procurement, HR).
Developer Enablement: Provides a single API endpoint for accessing metadata and relationships.

Examples:

Joule answering, "Do I have open purchase orders?" by querying SAP S/4HANA via the Knowledge Graph.
AI agents navigating supplier and payment data across SAP S/4HANA and Ariba to automate the "Source to Pay" process.
Developers using metadata from SAP Datasphere to build analytics workflows.

You can refer to the following assets for more details on SAP Knowledge graph:

Lesson Summary

AI Foundation is more than a collection of tools—it is a strategic framework for embedding intelligence into the core of your business. With SAP Document AI, you can automate document-heavy processes with precision. The generative AI hub empowers you to build and scale custom AI solutions responsibly. Joule Studio enables rapid development of intelligent agents and skills that enhance productivity. And the SAP Knowledge Graph ensures that all AI outputs are grounded in a business context, delivering trustworthy and actionable insights.

By knowing about these capabilities, you are equipped to lead AI-driven transformation—building solutions that are not only innovative but also secure, scalable, and deeply aligned with your enterprise goals.

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