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Multi-tenant AI gateway · Platform engineering

QWEN Hosting

A private shared AI backend that centralizes model access, tenant/application context, tools, RAG and observability.

What the product is solving

Provides one governed AI gateway for multiple applications while keeping model/runtime choices replaceable and policy-driven.

Who the system serves

  • Internal product teams
  • Tenant applications
  • AI-enabled services

How the system is shaped

Patterns & boundaries

Multi-tenancy · AI Gateway · Model routing · Tools · RAG · Local-first inference

Frontend

Administration / observability surfaces

Backend

Gateway APIs · Policy / model router · Tool orchestration

Infrastructure

Local models · Cloud fallback · Observability · Cost-awareness

Problems worth showing

  1. 1

    Application → AI Gateway → Policy / Model Router → Model / Tools / RAG

  2. 2

    Local-first inference with cloud fallback

  3. 3

    Model/runtime independence across applications