# Introducing Qdrant Cloud's New Enterprise-Ready Vector Search

DevFeed: [Introducing Qdrant Cloud's New Enterprise-Ready Vector Search](<https://devfeed.tech/articles/introducing-qdrant-cloud-s-new-enterprise-ready-vector-search-46652.md>)

Original publisher: [Read original article](<https://qdrant.tech/blog/enterprise-vector-search/>)

Author: info@qdrant.tech (Andrey Vasnetsov)

Published: 2025-03-04T00:00:00Z

Content type: release

Language: en

Sources: [Qdrant Blog on Qdrant - Vector Search Engine](<https://devfeed.tech/sources/qdrant-blog-on-qdrant-vector-search-engine.md>)

Topics: [Qdrant](<https://devfeed.tech/topics/qdrant.md>), [Cloud](<https://devfeed.tech/topics/cloud.md>), [API](<https://devfeed.tech/topics/api.md>), [rbac](<https://devfeed.tech/topics/rbac.md>), [API keys](<https://devfeed.tech/topics/api-keys.md>), [Single sign-on (SSO)](<https://devfeed.tech/topics/sso.md>), [Monitoring](<https://devfeed.tech/topics/monitoring.md>), [observability](<https://devfeed.tech/topics/observability.md>), [Scalability](<https://devfeed.tech/topics/scalability.md>), [Infrastructure as code](<https://devfeed.tech/topics/infrastructure-as-code.md>), [Terraform](<https://devfeed.tech/topics/terraform.md>), [Prometheus](<https://devfeed.tech/topics/prometheus.md>)

Tags: [access-control](<https://devfeed.tech/tags/access-control.md>), [api](<https://devfeed.tech/tags/api.md>), [api-keys](<https://devfeed.tech/tags/api-keys.md>), [approximate-nearest-neighbor-search](<https://devfeed.tech/tags/approximate-nearest-neighbor-search.md>), [authentication](<https://devfeed.tech/tags/authentication.md>), [bert](<https://devfeed.tech/tags/bert.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [code](<https://devfeed.tech/tags/code.md>), [embeddings](<https://devfeed.tech/tags/embeddings.md>), [fasttext](<https://devfeed.tech/tags/fasttext.md>), [hnsw](<https://devfeed.tech/tags/hnsw.md>), [iac](<https://devfeed.tech/tags/iac.md>), [image-search](<https://devfeed.tech/tags/image-search.md>), [knn-algorithm](<https://devfeed.tech/tags/knn-algorithm.md>), [matching](<https://devfeed.tech/tags/matching.md>), [monitoring-observability](<https://devfeed.tech/tags/monitoring-observability.md>), [neural-network](<https://devfeed.tech/tags/neural-network.md>), [qdrant](<https://devfeed.tech/tags/qdrant.md>), [recommender-system](<https://devfeed.tech/tags/recommender-system.md>), [saas](<https://devfeed.tech/tags/saas.md>), [scalability](<https://devfeed.tech/tags/scalability.md>), [search](<https://devfeed.tech/tags/search.md>), [simaes-networks](<https://devfeed.tech/tags/simaes-networks.md>), [similarity](<https://devfeed.tech/tags/similarity.md>), [tools](<https://devfeed.tech/tags/tools.md>), [transformer](<https://devfeed.tech/tags/transformer.md>), [vector](<https://devfeed.tech/tags/vector.md>), [vector-search](<https://devfeed.tech/tags/vector-search.md>), [vector-search-engine](<https://devfeed.tech/tags/vector-search-engine.md>), [vectors](<https://devfeed.tech/tags/vectors.md>), [word2vec](<https://devfeed.tech/tags/word2vec.md>)

## AI overview

Qdrant announces enterprise features for Qdrant Cloud, including a Cloud API, RBAC, SSO, granular database API keys, and monitoring and observability integrations. The release focuses on secure management, automation, access control, scalability, and operational visibility for AI workloads.

## Source excerpt

At Qdrant, we enable developers to power AI workloads - not only securely, but at any scale. That's why we are excited to introduce Qdrant Cloud's new suite of enterprise-grade features. With our Cloud API, Cloud RBAC, Single Sign-On (SSO), granular Database API Keys, and Advanced Monitoring & Observability, you now have the control and visibility needed to operate at scale. Securely Scale Your AI Workloads Your enterprise-grade AI applications demand more than just a powerful vector database--they need to meet compliance, performance, and scalability requirements. To do that, you need simplified management, secure access & authentication, and real-time monitoring & observability. Now, Qdrant's new enterprise-grade features address these needs, giving your team the tools to reduce operational overhead, simplify authentication, enforce access policies, and have deep visibility into performance.