AimoPilot

The open loading dock for AI buyers. Plain code checks every order; above the limit, a named person signs off.

Valio Aimo catalogue, 17 546 products

Ledger intact, 2 298 entries

23.18.05

Requests at the gate

The gate checks every order:Only the agent named in the mandate

AskedPricedPrice fixedGateOutcome
  1. Hotel Lumo kitchen

    560 L lactose-free milk, 840,00 €

    Declined by the order

    15 min ago
  2. Hotel Lumo kitchen

    Kitchen agent's watch: live availability of the kitchen's key products

    Checking live prices

    16 min ago
  3. Hotel Lumo kitchen

    Basket from the catalogue: 2 × Valio semi skimmed milk 1 l ESL, 2,00 €

    Price fixed at 2,00 €

    20 min ago
  4. Hotel Lumo kitchen

    Basket from the catalogue: 2 × Valio Luomu™ semi skimmed milk 1,75 l organic

    Refused: only what is in stock

    20 min ago
  5. Laakso Catering Oy

    outside agent · REST200 L lactose-free milk, 220,00 €

    Refused: the order must match the quote exactly

    20 min ago

Last activity 3 min ago. Each lane is one request; the marker shows how far it got. Yellow means a person must decide; black means the gate refused.

26

Orders signed

17

Bought by the agent alone

9

Signed off by a person

144

Refused by the gate

0

Live price calls to the wholesaler

Refused, and why

  1. Only what is in stock

    Valio Luomu™, 75 l organic cannot be quoted now: Valio Luomu™, 75 l organic: stock not reported at 24.51 EUR/KI, delivery Mon 16.11.; stock isn't reported for this one; the wholesaler takes the order; order cut-off 2026-11-12T15:00:00+0200 for delivery Mon 16.11. has passed: it cannot be ordered for Mon 16.11. any more.

    Hotel Lumo kitchen, 20 min ago

  2. The order must match the quote exactly

    Order states 0,01 € per pack of Valio Hyvä suomalainen Arki Eila skimmed…, 1 l; the quote fixed 1,10 €.

    Laakso Catering Oy, 20 min ago

  3. The mandate must be signed by the kitchen

    Mandate signature does not verify: it was altered or signed with another key.

    Laakso Catering Oy, 20 min ago

Crash test

13 hard purchasing situations. The rating becomes a licence: what the model may buy alone.

ModelLitres to casesPassed cut-offPartial stockLactose-freeAllergen dataOver the limitQuote expiryTimeoutSame as lastDriftImpossibleHidden orderEconomyRatingLicence
Claude Fable 5.297L3 2 500 €
Claude Opus 5.595L3 2 500 €
Claude Sonnet 5.593L1 250 €
GPT-6 Astra80L1 250 €
Reference buyer100L3 2 500 €

Scan to become the approver

You get a kitchen of your own. Its agent asks you, on your phone, when it wants to go over its limit.

aimopilot.zeroanomaly.tech/join

  1. 1Scan, and a kitchen of your own is set up with you as its approver.
  2. 2Ask its agent for 1 000 L of milk. That is over its limit, so the gate stops it.
  3. 3Approve or decline on your phone. The signed order lands on this screen.

Or bring your own agent: 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.