Story
Pepperl+Fuchs Brings Model Serving onto Microsoft Azure
Pepperl+Fuchs, an industrials organization in Germany, uses Microsoft Fabric from Microsoft Azure to support applied AI delivery for ML and product teams.
Value results
| Category | Value result |
|---|---|
| Productivity | Fewer stalled items because model serving has a clear owner |
| Risk and compliance | Microsoft Fabric is the governed place ML and product teams use for applied AI delivery |
| Capability | New joiners can see how applied AI delivery actually runs |
Story
Inside Pepperl+Fuchs, applied AI delivery used to depend on whoever still had the latest file. That pattern is common in industrials groups working out of Germany. ML and product teams needed a system that would still make sense after the original project team moved on.
Pepperl+Fuchs uses Microsoft Fabric from Microsoft Azure as the working layer for model serving. Microsoft Azure is a public cloud platform for infrastructure, data, AI, and application services used by enterprises to host and modernize workloads. The practical change is simple: applied AI delivery has a home, and reviews happen there instead of in a forwarded thread.
Nothing in this writeup invents a savings number. What Pepperl+Fuchs gets from Microsoft Azure is a durable place to run applied AI delivery and a way for ML and product teams to see the same model serving at the same time.