← Agents

Traceability & Compliance Agent

Evidence, continuous.
Audit-ready when asked.

The agent works across lots, genealogy, certificates, and shipments: flagging genealogy gaps and missing certs before dispatch, and assembling audit-ready evidence packs on trigger.

Production Ops WorkspaceGenealogy completeness and audit evidenceQuality Managers, Compliance Leads, and Operations DirectorsLot creation -> genealogy check -> cert validation -> gap alert -> evidence pack
See the examples →

Agent in Action

From lot to shipment, every genealogy link is verified.

Compliance failures surface at audit time when genealogy gaps and missing certificates were invisible at dispatch. The agent watches completeness continuously.

Operational chainTraceability
monitor

Lot genealogy and cert validity checked on creation

detect

Genealogy gap or missing cert identified

alert

Gap alert routed to Quality and Compliance

block

Dispatch held when critical evidence is missing

deliver

Audit-ready evidence pack assembled on trigger

Operating Model

Owns the compliance evidence window — so audits start with a complete pack, not a reconstruction effort.

WorkspaceProduction Ops Workspace
RoleGenealogy and compliance evidence controller
Trigger modelLot events, shipment triggers, and audit requests
Human controlCustomer-facing compliance documents require approval
Primary outputGenealogy gap alert and audit evidence pack

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

Verifies lot genealogy completeness against compliance requirements.

Flags missing or expired certificates before dispatch.

Assembles audit-ready evidence packs on trigger.

Routes genealogy gaps to Quality and Compliance teams.

Maintains continuous compliance evidence trail.

Watches

Lot genealogy links and completeness.

Certificate validity and expiry dates.

Shipment evidence requirements by customer and regulation.

Genealogy gaps on active production lots.

Actions
Genealogy gap alertnotifyEvidence pack assemblydraftDispatch hold recommendationapprovalCompliance logsilent

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 shipment leaves with an incomplete genealogy link to a raw material lot.

Without Zipdata

The gap is found during an audit six months later.

With this agent

The agent flags the missing link before dispatch and routes it to Quality for resolution.

The gap

An auditor requests evidence for a customer shipment from last quarter.

Without Zipdata

The team spends days reconstructing records across ERP, quality, and file shares.

With this agent

The agent assembles the evidence pack on trigger — complete, linked, and audit-ready.

Focused Metric Impact

This agent is scoped to quality first, with efficiency 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.

Quality

Ensures genealogy and certificates are complete before dispatch — not discovered at audit time.

Efficiency

Assembles audit-ready evidence packs on trigger instead of rebuilding under pressure.

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

Lots, genealogy, certificates, shipments, customers, and compliance requirements.

Watches

Genealogy gaps, cert expiry, shipment evidence completeness, and audit triggers.

Feeds

Gap alert, evidence pack, compliance summary, and dispatch hold notice.

Tools

Evidence assembly, gap notification, dispatch hold, and compliance 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 genealogy. Your certs. Your audit packs. In 48 hours.

We configure traceability watches around your lot entities, cert requirements, and compliance policies, then show the first gap alert before we meet.