Agent taxonomy

Operations family · FMCG Cloud Agent

Inventory Agent

The Inventory Agent watches stock the way a great warehouse manager would — across the depot, the van and the outlet shelf — and acts before a line goes empty.

FMCG Verified Inventory Agent

What an Inventory Agent does

The Inventory Agent is an Operations-family agent in the FMCG Cloud Agent Taxonomy, and like every agent on the platform it does a job rather than draw a chart. It continuously monitors stock positions across the route to market — distributor and depot inventory, van-sales load, in-transit quantities and, where outlet data exists, shelf and back-room availability — and it triggers replenishment when a SKU is heading toward a stockout. Because it reads from the ConnectX data layer, it sees stock on hand, open orders, demand signal and lead time as one connected picture instead of separate spreadsheets, so its replenishment calls reflect what is actually about to sell, not last month's average.

In practice the agent maintains live coverage and days-of-supply for every SKU at every stocking location, flags slow-movers and overstock that tie up working capital, and watches expiry and batch windows so short-dated stock is pushed before it is written off. When demand or supply moves, it acts: it raises a replenishment proposal, adjusts a reorder point, or recommends a transfer between locations to cover a shortage somewhere else in the network. Those proposals are not dead-ends — on one data model they become work for other agents, so an inventory gap can flow into a suggested order, a route stop or a field task without anyone re-keying it.

The agent also closes its own loop. Every replenishment it triggers and every forecast it leans on is checked against what actually arrived and what actually sold, so its reorder points, safety stock and coverage targets tune themselves to each location's real rhythm — fast-turning urban outlets, seasonal lines, and slow rural stockists each get their own behavior rather than one global rule. As an Operations agent it carries the FMCG Verified certification, which means it has been tested to act on the shared data model safely and to keep its replenishment logic auditable.

Why it matters on one data model

In FMCG distribution, stock is where money quietly leaks in both directions: an out-of-stock is a sale that walks to a competitor and a shelf that trains a shopper to switch, while overstock and short-dated inventory bleed cash and warehouse space and end up as write-offs. The Inventory Agent matters because it treats availability as a continuous job to be done, not a report to be read after the fact — it is watching coverage and acting on it across depot, van and shelf at a cadence no planner can match by hand.

It matters even more because it does this on the same ConnectX data model as every other FMCG Cloud agent. The order, the route, the shelf scan and the inventory position are the same truth, so a replenishment the Inventory Agent triggers lines up with the order the B2B Ordering and Field Sales agents are already shaping and the deliveries Route and Delivery is already planning. That shared foundation, plus FMCG Verified certification, is what turns stock monitoring from a back-office dashboard into a dependable operational reflex for the whole route to market.

The trust layer

What “FMCG Verified Inventory Agent” guarantees

Every Inventory Agent on the marketplace — first-party or partner — must clear the same six criteria before it earns the mark.

Protocol compliance

MCP & A2A interoperability — the agent consumes and emits on the one FMCG Cloud data model.

Observability

Emits the standard event schema — every action shows in the activity feed with an auditable decision trail.

Performance

Meets the per-family latency SLOs — execution-family responses in seconds, finance-family in batch windows.

Security review

Passes the platform security review — least-privilege data access, scopes disclosed at install.

Support SLO

The vendor commits to the published support response times for its tier.

Data-handling posture

Documented residency, retention and tenant isolation — no cross-tenant training without opt-in.

Inventory Agents on the marketplace

First-party

FMCG Cloud — Inventory Agent

The first-party Inventory Agent, FMCG Verified at launch and live on the one data model.

Partners

Partner Inventory Agents — onboarding

Specialist vendors are onboarding through the marketplace. Build one and list it — become a partner.

More in the Operations family

Part of the Route & Delivery category · see all 16 agent types.

See the Inventory Agent in action.