Story
Qlik
FreshworksFreshworks Extends Qlik Replicate Across Applied Machine Learning
Freshworks, an information technology 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 |
|---|---|
| Capability | Feature pipelines can be reviewed without waiting on a personal export |
| Capability | Named workflow replaces ad hoc routing for feature pipelines |
| Capability | Applied machine learning stays visible to adjacent teams through Qlik Replicate |
Story
Freshworks did not need another dashboard that nobody opened. It needed applied machine learning to move. In the United States, data scientists and ML engineers already knew where feature pipelines went wrong: too many copies, too little ownership, and a close process that waited on the loudest inbox.
Qlik Replicate from Qlik is now in that path. Qlik provides analytics and data integration software, including Qlik Sense and Talend, for interactive analysis and pipelines. The company treats it as production tooling for applied machine learning, which is why data scientists and ML engineers live in it rather than exporting from it once a quarter.
Freshworks can show how feature pipelines is handled today. That is the value: a repeatable way to run applied machine learning on software the rest of the industry already recognizes.
