# What partnership benefits does Zilliz offer for Blackwell-based deployments?

Source: https://zilliz.com/ai-faq/what-partnership-benefits-does-zilliz-offer-for-blackwellbased-deployments
Author: zilliz

Zilliz partners with NVIDIA to optimize cloud infrastructure, offer preferential pricing, and co-engineer Blackwell integrations—benefiting enterprise customers deploying at scale.
---
**Related Resources**
- [Zilliz Cloud — Managed Vector Database](https://zilliz.com/what-is-zilliz-cloud) — fully managed Milvus
- [What Is a Vector Database?](https://zilliz.com/learn/what-is-vector-database) — background concepts
- [Retrieval-Augmented Generation](https://zilliz.com/learn/Retrieval-Augmented-Generation) — RAG fundamentals
- [Start Free on Zilliz Cloud](https://cloud.zilliz.com/signup) — get started today