Story
Vale Standardizes Model Serving on Nutanix
Vale, a materials organization in Brazil, uses AHV from Nutanix to support applied AI delivery for ML and product teams.
Value results
| Category | Value result |
|---|---|
| Capability | Applied AI delivery stays visible to adjacent teams through AHV |
| Capability | ML and product teams work from the same AHV record for model serving |
| Capability | Model serving can be reviewed without waiting on a personal export |
Story
Vale is based in Brazil and runs materials operations at a scale where model serving cannot live in side channels. ML and product teams were reconciling competing copies of the same work, which slowed applied AI delivery and hid who owned the next step.
The company runs applied AI delivery on Nutanix, with AHV as the product ML and product teams actually open. Nutanix offers hyperconverged infrastructure and hybrid multi-cloud software so IT teams can run VMs and Kubernetes consistently. For Vale, that means ML and product teams can open one workflow, see model serving, and let neighboring teams join without inventing a parallel stack.
Public materials confirm the companies and products. They do not always publish a single verified KPI for this pairing, so the outcome here is operational: clearer ownership, fewer stalled handoffs, and a shared record for model serving.