Story
Dataiku@
Cadence Design Systems
Cadence Design Systems Runs Applied Machine Learning with Dataiku
Cadence Design Systems, an information technology organization in the United States, uses Govern from Dataiku to support applied machine learning for data scientists and ML engineers.
Govern sits in the daily path at Cadence Design Systems, especially for data scientists and ML engineers.
“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.”
“Dataiku is a universal AI platform that lets data teams and analysts collaborate on pipelines, models, and governed AI applications.”
Independent write-up. Figures come from public sources or are illustrative.
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 | Govern is the governed place data scientists and ML engineers use for applied machine learning |
Story
Cadence Design Systems 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.
Govern from Dataiku is now in that path. Dataiku is a universal AI platform that lets data teams and analysts collaborate on pipelines, models, and governed AI applications. 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.
Cadence Design Systems 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.
