AimoPilot: try it as an outside agent

A demo built for the Junction 2026 Valio Aimo challenge, on synthetic data. Not the wholesaler's own shop.

Try it as an outside agent

Any company's own purchasing agent, a hotel chain's say, can order from this wholesaler through an open interface. It carries a mandate its company signed: what it may buy and spend on its own. Anything beyond that goes to a named person's phone. The agent's model is never trusted: plain code checks every order.

Copy one address into your assistant

About two minutes, with Claude or ChatGPT on one screen and your phone in your hand.

Join on your phone. You get a demo hotel kitchen for 90 minutes and become the person who signs its orders, with a passkey. Join on this device
Open the kitchen's shop, then Your rules, and scroll to Connect your own agent. Copy the connector address.
In Claude: Customize, Connectors, Add, Add custom connector. Paste the address; if Claude asks how to sign in, choose No sign-in. In ChatGPT (Business or Enterprise): Plugins, +, Add custom MCP server, Authentication: No authentication.
Type:
Using AimoPilot, order 1,000 litres of lactose-free milk for our kitchen, delivered by Monday.
That is over the kitchen's limit, so the gate stops the order and your phone asks you. Approve with your passkey, or decline.

Join on this device

Or run one command

From a copy of the repository, on your own computer:

cd web && pnpm build && pnpm demo:mcp

A hotel chain's purchasing agent that is not ours: the standard MCP client, no language model, nothing AimoPilot-specific but the mandate it carries. It sends Valio Aimo's example request, gets products, prices and availability back as data, places the order within its authority, a person signs it with a passkey, and the agent reads the outcome and checks the signed receipt.

Against a server that is already running:

pnpm demo:mcp --url https://<address>

Where to see it

The wallEvery request runs through the same gate post on the big screen, as it happens: asked, priced, price fixed, then the gate. An outside agent's request is labelled with its door.The operations portalFor the wholesaler's staff: Live shows every agent at the door, and the trace of a request names the door it came through, an outside agent over MCP or an assistant through the kitchen's connector address.

The open documents

What an outside developer, or their coding agent, reads. Open standards, no account needed to read them.

Back to the shop

A demo built for the Junction 2026 Valio Aimo challenge, on synthetic data. Not the wholesaler's own shop.

Copy one address into your assistant

About two minutes, with Claude or ChatGPT on one screen and your phone in your hand.

Join on your phone. You get a demo hotel kitchen for 90 minutes and become the person who signs its orders, with a passkey. Join on this device
Open the kitchen's shop, then Your rules, and scroll to Connect your own agent. Copy the connector address.
In Claude: Customize, Connectors, Add, Add custom connector. Paste the address; if Claude asks how to sign in, choose No sign-in. In ChatGPT (Business or Enterprise): Plugins, +, Add custom MCP server, Authentication: No authentication.
Type:
Using AimoPilot, order 1,000 litres of lactose-free milk for our kitchen, delivered by Monday.
That is over the kitchen's limit, so the gate stops the order and your phone asks you. Approve with your passkey, or decline.

Join on this device

Or run one command

From a copy of the repository, on your own computer:

cd web && pnpm build && pnpm demo:mcp

Against a server that is already running:

pnpm demo:mcp --url https://<address>

Where to see it

The open documents

What an outside developer, or their coding agent, reads. Open standards, no account needed to read them.

Back to the shop

A demo built for the Junction 2026 Valio Aimo challenge, on synthetic data. Not the wholesaler's own shop.