Story
Qlik
TripadvisorQlik Supports Applied Machine Learning at Tripadvisor
Tripadvisor, a consumer discretionary organization in the United States, uses Qlik Cloud 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 |
| Risk and compliance | Qlik Cloud is the governed place data scientists and ML engineers use for applied machine learning |
Story
Tripadvisor grew feature pipelines faster than the local tools around it. From the United States, consumer discretionary 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 Qlik Cloud put applied machine learning on Qlik. Qlik provides analytics and data integration software, including Qlik Sense and Talend, for interactive analysis and pipelines. Tripadvisor 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.
