Warehouse counts, marketplace availability, and sales history often live across several business systems. Bring the relevant information together, then use AI inside inventory and replenishment workflows so teams spend less time gathering context and more time making informed decisions.
An API or MCP server can make a system’s data available to AI, subject to that system’s authorization and permissions. If the only workflow is a portal login, it stays with the person who holds it.
The on-hand, available, and inbound quantities that system already stores, at the locations it already tracks. It should not invent a warehouse the system does not have.
Shopify location quantities, Amazon FBA summaries, Walmart ship-node stock, and Faire availability are not automatically the same as the inventory system’s count. A useful workflow names the source quantity and accounts for how each channel represents availability.
Use access appropriate for the workflow, keep credentials out of chat, and agree which people review changes to live availability. Separate reads from actions that could affect what a shopper can buy.
Use the inventory system’s on-hand quantity alongside marketplace availability so the team can understand what is physically available and what each channel may sell.
Combine connected sales and inventory data to help assess days of cover and identify where the team may need to take a closer look.
AI can gather relevant stock and sales context for a replenishment decision. Your team confirms the quantities and handles purchase orders through the workflow supported by its inventory system.
When that system exposes an API or an MCP server. The AI reads the quantities the system already keeps. A portal with no API stays with the person who holds the login.
Whether an update can be made depends on the supported channel actions, account access, and inventory setup. Confirm review and approval steps before putting a change into an active workflow.
No. The inventory system and each marketplace keep their own quantity. Connecting them means naming which one is the source.
The login stays with a person. Unison does not scrape a portal password into the AI.
AI can help gather sales and stock context for a replenishment decision. Whether your inventory system supports a purchase order draft or submission depends on the integration; your team should review it before sending.
Updated 30 September 2026.
Inventory systems join when they expose an API or an MCP server.
The channel quantities the inventory system has to reconcile.
What an MCP server is, and how to grant one safely.
Read only, read and write, or neither, for each person on each integration.
Bring the system that already holds the count.
We can map which inventory, sales, and replenishment workflows should be visible to AI—and which writes need a person to approve them.
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