Story
Informatica
AirwallexAirwallex Runs Applied Machine Learning with Informatica
Airwallex, a financials organization in Australia, uses Claire GPT 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 |
| Productivity | Handoffs in applied machine learning sit in a shared queue instead of a mailbox trail |
| Risk and compliance | Claire GPT is the governed place data scientists and ML engineers use for applied machine learning |
Story
Airwallex did not need another dashboard that nobody opened. It needed applied machine learning to move. In Australia, 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.
Claire GPT from Informatica is now in that path. Informatica is an enterprise data management platform for integration, quality, catalog, and master data across clouds. 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.
Airwallex 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.
