Category-manager copilot for multi-supplier coordination
Built for the category-management team at a European multi-store retailer. Each supplier account gets its own AI persona that handles the routine back-and-forth — quote requests, delivery confirmations, stock checks, pricing nudges. The category manager runs a single workspace with parallel supplier conversations; a copilot suggests the next action and flags anything that needs a human decision. Customer name and supplier brands held under confidentiality.
What the agent owns
- One AI persona per supplier account — each with its own tone and product scope
- Category manager works in one workspace; no inbox-hopping between suppliers
- Operator copilot suggests next actions: chase delivery, refresh quote, escalate pricing
- Shared Kanban tracks every open negotiation across the full supplier base
The story
A category manager at a multi-store retailer carries a dozen open supplier dialogs at any given moment — chasing a quote here, confirming a delivery slot there, pushing a return through somewhere else. Each supplier has its own inbox thread, its own contact, its own conversational quirks.
The deployment gives every supplier account an AI persona with its own tone, its own product scope, and its own knowledge of past dialogs. The category manager stops opening seven inboxes — they open one workspace, and every supplier shows up as a parallel chat lane with the agent already moving conversations forward.
On top sits an operator copilot — it doesn't talk to suppliers directly; it talks to the category manager. "Quote on SKU 4501 hasn't been refreshed since last month — should I ask Bosch?" "Delivery slot from Cersanit slipped a week — flag operations?" Single recommendation at a time, single confirmation, single action.
Impact
The team went from a stack of inboxes to a single Kanban of open negotiations. Every dialog is tracked end-to-end, every escalation has a clear human owner. One category manager comfortably runs 40–60 parallel supplier dialogs instead of the 8–12 they could juggle manually.
Suppliers don't see anything different — they reply to a person on email or WhatsApp. The AI personas live behind the scenes; the human category manager owns every supplier-facing decision.
What it takes to launch
- Supplier directory (Excel / Google Sheet / CRM export — names, contacts, product scope)
- Recent email threads or WhatsApp transcripts so each persona can pick up the tone
- A category manager who can spend 30 min / day in the workspace during the first two weeks
- One agent persona per supplier account, pre-loaded with product scope and contact history
- Unified workspace with parallel chat lanes plus the operator-copilot for next-action suggestions
- Email / WhatsApp integration; nothing changes on the supplier's side
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