# An AI that knows your whole business

AI that runs the back office

Canonical URL: https://ai.stumason.dev/proof/tidylinker-ops-mcp

Read-only AI over a live marketplace. It can see users, jobs and payments and answer in plain English, but it can only look, never touch. A person approves every action.

Receipts: Read only · secure sign-in · live business

Part of Stu Mason's proof set: real production AI you can open and inspect. See the offer: https://ai.stumason.dev/work-with-me  ·  full index: https://ai.stumason.dev/llms.txt  ·  open MCP (no key): https://ai.stumason.dev/mcp/stu