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Empowering architects and developers to design, integrate, and optimize SAP Solutions through best practices, reference architectures, and community-driven guidance.
Under the Spotlight: In Focus
Beyond the Demo: Building Voice Agents That Meet Enterprise Requirements
Building a scalable, secure and reliable voice agent architecture from a demo to production — cascading pipeline, latency budget, production failure modes, enterprise vocabulary, and the self-hosted speech models from SAP's joint work with NVIDIA.

Latest News
A curated space dedicated to the latest advancements in research, publications, innovations, reference architectures, feature releases, and community contributions.
Token Optimization Is Not Prompt Shortening
Token optimization isn't about shorter prompts, it's about reducing unnecessary context while preserving quality. Learn practical patterns for optimizing LLM workflows, from retrieval strategies to workflow evaluation.
Read More→New AGENTS.md in SAP Architecture Center
The repository on GitHub has a new AGENTS.md file, giving AI agents context about the project for more immediate, aligned answers.
Read More→Live AI Use Cases Show How SAP Delivers Trusted Orchestration and Smarter Execution for Manufacturing and Supply Chain Management
A ginger shot, fresh off the line, was the first stop for many visitors at SAP’s booth at Hannover Messe. But the real takeaway was seeing AI in action.
Read More→AI & Machine Learning
Explore architectures and best practices for ai & machine learning
View Architectures→Application Dev. & Automation
Explore architectures and best practices for application dev. & automation
View Architectures→Data & Analytics
Explore architectures and best practices for data & analytics
View Architectures→Integration
Explore architectures and best practices for integration
View Architectures→Operation & Security
Explore architectures and best practices for operation & security
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