Story
Informatica
CMA CGMInformatica Supports Applied Machine Learning at CMA CGM
CMA CGM, an industrials organization in France, uses Intelligent Data Management Cloud from Informatica to support applied machine learning for data scientists and ML engineers.
Value results
| Category | Value result |
|---|---|
| Productivity | Fewer stalled items because feature pipelines has a clear owner |
| Productivity | Handoffs in applied machine learning sit in a shared queue instead of a mailbox trail |
| Risk and compliance | Intelligent Data Management Cloud is the governed place data scientists and ML engineers use for applied machine learning |
Story
CMA CGM grew feature pipelines faster than the local tools around it. From France, industrials teams still had to serve customers and internal partners who expected a straight answer. Data scientists and ML engineers were the ones stitching the picture together by hand.
Rolling out Intelligent Data Management Cloud put applied machine learning on Informatica. Informatica is an enterprise data management platform for integration, quality, catalog, and master data across clouds. CMA CGM keeps the product in the path where work already happens, so data scientists and ML engineers do not context-switch into a graveyard system used only for audits.
The visible result is steadier applied machine learning. Feature pipelines is easier to inspect, and adjacent groups can join data scientists and ML engineers without a guided tour of someone's desktop.
