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Informatica
MondayMonday Brings Feature Pipelines onto Informatica
Monday, an information technology organization in Israel, uses Master Data Management 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 |
| Risk and compliance | Master Data Management is the governed place data scientists and ML engineers use for applied machine learning |
| Capability | New joiners can see how applied machine learning actually runs |
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Inside Monday, applied machine learning used to depend on whoever still had the latest file. That pattern is common in information technology groups working out of Israel. Data scientists and ML engineers needed a system that would still make sense after the original project team moved on.
Monday uses Master Data Management from Informatica as the working layer for feature pipelines. Informatica is an enterprise data management platform for integration, quality, catalog, and master data across clouds. The practical change is simple: applied machine learning has a home, and reviews happen there instead of in a forwarded thread.
Nothing in this writeup invents a savings number. What Monday gets from Informatica is a durable place to run applied machine learning and a way for data scientists and ML engineers to see the same feature pipelines at the same time.
