Story
VMware
CloudBeesVMware at CloudBees: Model Serving
CloudBees, an information technology organization in the United States, uses Aria from VMware to support applied AI delivery for ML and product teams.
Value results
| Category | Value result |
|---|---|
| Capability | Named workflow replaces ad hoc routing for model serving |
| Capability | Applied AI delivery stays visible to adjacent teams through Aria |
| Capability | ML and product teams work from the same Aria record for model serving |
Story
CloudBees 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.
CloudBees 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.
