# Kimss
# Machine-readable site index for LLM crawlers and retrieval systems.
# Canonical origin: https://kimss.ai

## Summary
Kimss is a secured enterprise control plane for AI agents and model traffic. It orchestrates access to Azure AI Foundry projects, meters usage and credits per workspace, enforces tenant isolation in PostgreSQL, and optionally routes model traffic through Azure API Management for policy, telemetry, and audit sinks (e.g. Log Analytics). End-user and workforce sign-in uses Microsoft Entra ID; personal/B2C-style flows use Entra External ID (CIAM) where configured (see internal IDENTITY_AND_ENV.md). The product ships as a FastAPI backend, static marketing HTML shells, and a Vite SPA under /app/.

## Primary product URLs
- https://kimss.ai/
- https://kimss.ai/pricing
- https://kimss.ai/enterprise
- https://kimss.ai/why-kimss
- https://marketplace.microsoft.com/en-us/product/saas/kimss.kimss-enterprise-ai?tab=Overview
- https://kimss.ai/customers
- https://kimss.ai/insights
- https://kimss.ai/terms
- https://kimss.ai/privacy

## Technical documentation (public HTML, no auth)
- https://kimss.ai/why-kimss
- https://kimss.ai/docs/why_kimss
- https://kimss.ai/docs/architecture
- https://kimss.ai/docs/security_architecture
- https://kimss.ai/docs/azure_marketplace_onboarding

## Engineering / SDK references (repository; not hosted as full docs on kimss.ai)
- PyPI package: kimss (Python SDK + optional MCP server). Repository paths: kimss_sdk/README.md, kimss_sdk/docs/llm-context.md

## Do not ingest as authoritative product contract
- /api/* (machine endpoints)
- /admin/* (operator tools)
- Authenticated /app/* routes except public signup, login, pricing, and enterprise contact flows listed in robots.txt