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
The gate checks every order:Only the agent named in the mandate
Hotel Lumo kitchen
560 L lactose-free milk, 840,00 €
Declined by the order
15 min agoHotel Lumo kitchen
Kitchen agent's watch: live availability of the kitchen's key products
Checking live prices
16 min agoHotel Lumo kitchen
Basket from the catalogue: 2 × Valio semi skimmed milk 1 l ESL, 2,00 €
Price fixed at 2,00 €
20 min agoHotel Lumo kitchen
Basket from the catalogue: 2 × Valio Luomu™ semi skimmed milk 1,75 l organic
Refused: only what is in stock
20 min agoLaakso Catering Oy
outside agent · REST200 L lactose-free milk, 220,00 €
Refused: the order must match the quote exactly
20 min agoLast 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
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
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
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
13 hard purchasing situations. The rating becomes a licence: what the model may buy alone.
| Model | Litres to cases | Passed cut-off | Partial stock | Lactose-free | Allergen data | Over the limit | Quote expiry | Timeout | Same as last | Drift | Impossible | Hidden order | Economy | Rating | Licence |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Claude Fable 5.2 | 97 | L3 2 500 € | |||||||||||||
| Claude Opus 5.5 | 95 | L3 2 500 € | |||||||||||||
| Claude Sonnet 5.5 | 93 | L1 250 € | |||||||||||||
| GPT-6 Astra | 80 | L1 250 € | |||||||||||||
| Reference buyer | 100 | L3 2 500 € |