← Agents

Supplier Risk Agent

Supplier slippage, caught early.
Before the line stops. Before the plan breaks.

The agent works across purchase orders, supplier commitments, inventory cover, and production plans: spotting PO slippage, material cover below threshold, and impacted orders — drafting buyer briefings and replenishment actions before shortage becomes stoppage.

Production Ops WorkspaceSupplier risk and material continuityProcurement Heads, Material Planners, and Plant Operations TeamsProduction plan -> PO watch -> supplier drift -> cover check -> buyer briefing -> replenishment action
See the examples →

Agent in Action

From supplier commitment to material cover, risk is watched continuously.

Supplier risk builds across small signals: late PO updates, changing consumption, commitment drift, and inventory that looks sufficient until the plan moves.

Operational chainSupplier Risk
trigger

Production plan or PO update received

monitor

Material cover checked against planned runs

detect

PO slippage and supplier commitment drift identified

draft

Buyer briefing and replenishment recommendation drafted

escalate

High-risk shortage escalated before production impact

deliver

Daily supplier-risk briefing generated

Operating Model

Owns the supplier-risk window between commitment and production need, so planners act before shortage turns into lost output.

WorkspaceProduction Ops Workspace
RoleSupplier risk controller across planned production
Trigger modelPO updates, MRP changes, inventory movements, and daily cadence
Human controlReplenishment and supplier escalations queue for approval
Primary outputSupplier-risk briefing and impacted-order list

Runtime Duties

What it executes, watches, and queues for approval.

This is the practical operating surface: the checks it runs, the work it performs, and the actions that stay governed.

Executes

Generates daily supplier-risk briefings by material, supplier, cover days, and planned run.

Flags PO slippage and commitment drift near production need dates.

Drafts replenishment recommendations when stock cover falls below policy.

Links supplier drift to impacted open orders for the Ops Lead.

Builds supplier performance evidence for procurement reviews.

Watches

Material cover against production plans and open orders.

Purchase order dates and supplier commitment changes.

Critical material exposure by line, SKU, and supplier.

Consumption trend breaks against current plan assumptions.

Actions
Supplier-risk alertnotifyReplenishment recommendationapprovalSupplier escalation draftapprovalBuyer briefingdraft

Operational Scenarios

What changes when the agent is actually running.

The point is not a smarter dashboard. The point is the moment between a gap appearing and the team being able to act on it.

The gap

A supplier slips a date on a critical input while the production plan has already moved forward.

Without Zipdata

The issue becomes visible when the planner sees a shortage against the next run.

With this agent

The agent connects the supplier drift to the plan change and escalates the material before the line is exposed.

The gap

Material cover drops below threshold on a high-volume SKU.

Without Zipdata

Teams discover the gap when fulfilment pressure has already started.

With this agent

The agent detects cover breach, lists impacted orders, and drafts a replenishment recommendation for review.

Focused Metric Impact

This agent is scoped to output first, with activity as the secondary gain.

Zipdata agents are not generic metric coverage. Each one owns a focused process slice and is measured against the operating outcomes that process can actually move.

Output

Protects production output by catching supplier slippage and material shortages before they stop a line.

Activity

Monitors purchase orders, supplier updates, inventory cover, and production plans in parallel.

How It Is Operationalised

The platform setup underneath the agent.

Behind every named agent is a workspace configuration: typed data, watches, feeds, tools, approvals, and memory.

Data layer

Purchase orders, suppliers, materials, inventory cover, production plans, and open orders.

Watches

PO slippage, cover days, supplier commitment drift, and critical-material exposure.

Feeds

Supplier-risk briefing, shortage alert, impacted-order list, and replenishment queue.

Tools

Supplier escalation draft, replenishment proposal, buyer notification, and approval log.

Runs Inside a Workspace

Production Ops Workspace

This agent is one program running against a shared workspace: connected entities, analytics, watches, feeds, tools, and approval policies. The same workspace can host several agents, each focused on a different process and metric pair.

Data Hub entitiesAnalytics and watchesFeed outputsTool grantsApproval history

See it live in your operation

Your suppliers. Your cover thresholds. Your buyer briefings. In 48 hours.

We configure supplier-risk watches around your PO data, cover policies, and production plans, then show the first briefing before we meet.