Story
Informatica
CarnivalCarnival Uses Master Data Management for Feature Pipelines
Carnival, a consumer discretionary organization in the United States, uses Master Data Management from Informatica to support applied machine learning for data scientists and ML engineers.
Value results
| Category | Value result |
|---|---|
| Capability | Named workflow replaces ad hoc routing for feature pipelines |
| Capability | Applied machine learning stays visible to adjacent teams through Master Data Management |
| Capability | Data scientists and ML engineers work from the same Master Data Management record for feature pipelines |
Story
Consumer Discretionary work at Carnival spans more than one site, even when headquarters sits in the United States. Feature pipelines was splitting across regional habits. Data scientists and ML engineers asked for a shared way to run applied machine learning without freezing local judgment.
Informatica (Master Data Management) is what they standardized on. Informatica is an enterprise data management platform for integration, quality, catalog, and master data across clouds. Carnival uses it as the system of record for feature pipelines, with data scientists and ML engineers 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 The story is about operating change, not an unpublished percentage.
