G1
One standard connection
Partners connect once over MCP with OAuth sign-in instead of a custom build. A sandbox and tool playground let them test before going live.
AI roleDiscovers the tools and their inputs on its own.
G2
Live availability
On hand, minus held, minus safety stock. Cached for no more than 30 seconds, refreshed when stock changes, and every answer carries an "as of" time.
AI roleChecks before it recommends, and knows how fresh the answer is.
G2
Timed stock holds
Holds last 15 minutes by default and expire on their own. Two assistants can't hold the same last unit.
AI roleHolds the item while the shopper decides, then confirms or releases it.
G3
Per-partner control
Scopes (read, hold, order), quantity caps, request limits and a stock allocation for each partner, managed in an admin console with a kill switch.
AI roleNone. These rules belong to people.
G3
Safe orders, full record
Large orders wait for human approval. A retried request never creates a second order. Every call is logged with personal data removed.
AI roleGets clear errors with a suggested next step instead of guessing.