← Compare RAG deployment models

Enterprise RAG / Cloud RAG

Cloud RAG for fast, managed scale.

A fully managed RAG environment using cloud-hosted retrieval, model capacity, and orchestration so teams can move quickly without owning every layer of the platform.

Where knowledge lives

Managed cloud services, with the provider, region, and retention rules chosen deliberately.

How it operates

Platform services are managed; your team focuses on access policy, knowledge quality, and the workflow around the answer.

Best fit

SaaS platforms, e-commerce, and global businesses that need speed, elasticity, and minimal infrastructure overhead.

What runs where

A RAG system designed around the boundary that matters.

Managed vector databases, model endpoints, orchestration, monitoring, and analytics can be composed as a cloud platform.

  1. 01Managed knowledge store
  2. 02Cloud retrieval
  3. 03Elastic model capacity
  4. 04Global teams

Why teams choose this route

Advantages to use deliberately.

  • Fastest route from use case to a working service
  • Elastic capacity for changing demand
  • Managed vector, model, and observability services

Controls to plan

Trust needs operational evidence.

  • Choose data regions and retention rules deliberately
  • Apply identity, permissions, encryption, and audit logging
  • Set vendor, residency, and monitoring requirements before launch

Choose with confidence

Architecture should support the work, not become the work.

We can help you turn a business use case, information boundary, and control requirement into a practical RAG delivery plan.

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