Story
Springer Nature Brings Model Serving onto Google Cloud
Springer Nature, a communication services organization in Germany, uses Vertex AI from Google Cloud 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 |
| Productivity | Handoffs in applied AI delivery sit in a shared queue instead of a mailbox trail |
| Risk and compliance | Vertex AI is the governed place ML and product teams use for applied AI delivery |
Story
Communication Services work at Springer Nature spans more than one site, even when headquarters sits in Germany. Model serving was splitting across regional habits. ML and product teams asked for a shared way to run applied AI delivery without freezing local judgment.
Google Cloud (Vertex AI) is what they standardized on. Google Cloud provides infrastructure, analytics, and AI services, including BigQuery and Vertex AI, for data-heavy and machine learning workloads. Springer Nature uses it as the system of record for model serving, with ML and product teams as the primary operators and other groups coming in through the same queue.
Leaders get a picture they can actually walk. Teams get fewer mystery statuses. The story is about operating change, not an unpublished percentage.