Story
VMware
Capital OneCapital One Runs Applied AI Delivery with VMware
Capital One, a financials organization in the United States, uses Aria from VMware to support applied AI delivery for ML and product teams.
Value results
| Category | Value result |
|---|---|
| Productivity | Fewer stalled items because model serving has a clear owner |
| Productivity | Handoffs in applied AI delivery sit in a shared queue instead of a mailbox trail |
| Risk and compliance | Aria is the governed place ML and product teams use for applied AI delivery |
Story
Capital One did not need another dashboard that nobody opened. It needed applied AI delivery to move. In the United States, ML and product teams already knew where model serving went wrong: too many copies, too little ownership, and a close process that waited on the loudest inbox.
Aria from VMware is now in that path. VMware, part of Broadcom, provides virtualization, private cloud, and container software used to run enterprise data centers. The company treats it as production tooling for applied AI delivery, which is why ML and product teams live in it rather than exporting from it once a quarter.
Capital One can show how model serving is handled today. That is the value: a repeatable way to run applied AI delivery on software the rest of the industry already recognizes.
