Bringing open innovation into enterprise AI is easier than ever with Bring Your Own Model (BYOM) in SAP AI Foundation. In this article, I walk through how I trained and deployed a Hugging Face Transformer inside SAP AI Core, built an inference service with FastAPI, and connected it to SAP S/4HANA using CAP and Fiori. The result? A fully governed, production-ready Blocked Invoice Classification model that demonstrates how you can combine open-source machine learning with SAP’s enterprise-grade orchestration and lifecycle management.
👉Learn how to set up your AI Core environment, onboard your GitHub repo, build and serve your own model, and overcome common BYOM challenges.
Bringing open innovation into enterprise AI is easier than ever with Bring Your Own Model (BYOM) in SAP AI Foundation. In this article, I walk through how I trained and deployed a Hugging Face Transformer inside SAP AI Core, built an inference service with FastAPI, and connected it to SAP S/4HANA using CAP and Fiori. The result? A fully governed, production-ready Blocked Invoice Classification model that demonstrates how you can combine open-source machine learning with SAP’s enterprise-grade orchestration and lifecycle management.👉Learn how to set up your AI Core environment, onboard your GitHub repo, build and serve your own model, and overcome common BYOM challenges. Read More Technology Blog Posts by Members articles
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