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Qlik
Massachusetts MutualMassachusetts Mutual Adopts Qlik for Applied Machine Learning
Massachusetts Mutual, a financials organization in the United States, uses Qlik Replicate from Qlik 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 |
| Capability | New joiners can see how applied machine learning actually runs |
Story
Inside Massachusetts Mutual, applied machine learning used to depend on whoever still had the latest file. That pattern is common in financials groups working out of the United States. Data scientists and ML engineers needed a system that would still make sense after the original project team moved on.
Massachusetts Mutual uses Qlik Replicate from Qlik as the working layer for feature pipelines. Qlik provides analytics and data integration software, including Qlik Sense and Talend, for interactive analysis and pipelines. 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 Massachusetts Mutual gets from Qlik 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.
