Understanding AI Foundation, the AI Operating System

Objective

After completing this lesson, you will be able to enable customers to speed up AI development and streamline AI operations.

AI Foundation

AI is a strategic need for organizations. However, as they seek to innovate faster and operate more efficiently, they face growing complexity in managing AI development, deployment, and governance. This is where AI Foundation comes in.

AI Foundation is SAP’s AI operating system. It empowers organizations to build, extend, and run custom AI solutions at scale—securely, responsibly, and efficiently. Whether you're looking to accelerate innovation, orchestrate intelligent agents, or simplify AI operations, AI Foundation provides a unified platform to make it happen.

Understanding AI Foundation is essential for anyone aiming to unlock enterprise-grade AI capabilities and deliver measurable business outcomes.

The Role of AI Foundation in SAP Business AI

AI Foundation which is Build, Extend, and Run.

AI Foundation is the backbone of SAP Business AI. It provides the infrastructure, tools, and services needed to:

  • Build AI agents and solutions using low-code/no-code tools.
  • Extend Joule with custom skills and workflows.
  • Run AI workloads securely across SAP and non-SAP environments.

It supports SAP’s three core AI promises:

  • Drive relevant outcomes through tailored solutions.
  • Activate reliable insights grounded in business context.
  • Scale responsibly with built-in ethics, security, and compliance.

Why AI Foundation Matters

Organizations today face several challenges:

  • High resource demands for onboarding AI models.
  • Fragmented tools and lack of integration.
  • Difficulty scaling AI responsibly across regions and regulations.

AI Foundation addresses these by offering:

  • A unified development and orchestration platform.
  • Built-in governance and security.
  • Seamless integration with SAP and third-party systems.
Core Capabilities of AI Foundation

SAP’s AI Foundation is a unified platform that helps users easily build, extend, and manage AI solutions across SAP and other environments.

CapabilityDescriptionValue
Unified AI PortalCentralized access to all AI Foundation tools.Simplifies collaboration and governance.
Joule StudioLow-code environment to build and customize AI agents and workflows.Empowers developers and business users to innovate quickly.
Generative AI HubAccess to top-tier LLMs and prompt engineering tools.Accelerates AI development by 20–60%.
SAP Document AIAutomates data handling across a wide range of unstructured documents to improve document processing.Enhances accuracy and quality of data handling.
SAP Knowledge GraphConnects SAP and external data for contextual intelligence.Enables smarter, more relevant AI outcomes.

The Architecture of AI Foundation

Image of the Key Layers of AI Foundation

AI Foundation is structured into four key layers:

1. OS Interfaces Layer

  • Unified entry point for development, operations, and administration.
  • Includes AI Playground, Joule Studio, and orchestration tools.

2. AI Kernel Layer

  • Manages agents, workloads, models, and lifecycle.
  • Ensures secure, compliant, and efficient AI operations.

3. AI Integration Layer

  • Connects to data, models, and services.
  • Supports workload management, data integration, and model orchestration.

4. Peripheral and Data Layer:

Integrates SAP and non-SAP data, infrastructure, and partner models.

Positioning AI Foundation in Conversations

When discussing AI Foundation, tailor your message to the audience:

  • For CIOs/CTOs: Emphasize extensibility, security, and integration with existing infrastructure
  • For Developers: Highlight tools like Joule Studio, Prompt Optimizer, and SDKs
  • For Business Leaders: Focus on how AI Foundation enables innovation without complexity

Positioning Tip:

Frame AI Foundation as the "AI operating system" that empowers organizations to innovate on their terms—securely, responsibly, and at scale.

Here’s how AI Foundation supports key personas across the enterprise:

PersonaStrategic FocusAI Foundation Value
CIO/CTOInnovation, integration, securityUnified AI portal, SDKs, secure deployment
DeveloperProductivity, extensibilityJoule Studio, Prompt Optimizer, Generative AI Hub
CHROWorkforce agility, personalizationCustom onboarding agents, learning path orchestration
CFOFinancial control, complianceCustom models for forecasting, regulatory reporting
COOOperational efficiencyAI agents for logistics, inventory, and process automation
CPOSupplier risk, sourcingCustom sourcing agents and invoice validation models

Real-World Examples

  • Martur Fompak International: Trained a model to recommend sustainable purchasing options—enabling eco-conscious decisions.
  • PetZEBA AG: Built a voice-enabled sales app—streamlining order capture and CRM updates.
  • Serax: Automated order-to-cash process—reducing manual work and improving B2B handling.

Differentiators to Highlight

  • Unified Experience: One portal for building, deploying, and managing AI.
  • Multi-Model Flexibility: Access to SAP and third-party LLMs.
  • Built-in-Governance: Ethics, compliance, and lifecycle management.
  • Developer Empowerment: SDKs, APIs, and low-code tools for rapid innovation.

Lesson Summary

AI Foundation is more than a toolkit—it’s the AI operating system that powers scalable, secure, and responsible innovation. By enabling you to build, extend, and run custom AI solutions, it transforms how organizations develop and manage AI. You now understand how AI Foundation simplifies operations, accelerates development, and empowers enterprises to lead with AI.