Order Processing Pipeline

An order is a commitment that requires coordinated action across multiple parts of a business. Someone has to verify inventory, pick the items, pack them, generate a shipping label, dispatch the carrier, and notify the customer. Each step depends on the previous one; each step can fail in ways that require handling.

An order processing pipeline defines these steps and automates the transitions between them.

Stages Define the Flow

The pipeline is built around order statuses — configurable stages that reflect your actual fulfillment process. Common stages might include: received, payment confirmed, in picking, packed, label generated, dispatched, delivered, closed.

Each stage is a distinct state with defined criteria for entering and exiting. The status workflow configuration defines which stages can follow which, preventing orders from jumping to invalid states (marking an order as delivered before it's been dispatched, for example).

Automated Transitions

Many stage transitions can be automated. When a payment confirmation arrives from the payment processor, the order moves from "received" to "payment confirmed" automatically. When a shipping label is generated, the order moves to "label generated." When carrier tracking shows delivery, the order moves to "delivered."

Each automation is configured as a trigger-action rule: when this event occurs, change status to this value. The automation layer runs these rules immediately when their triggers fire.

Notifications at Each Stage

Customer and internal notifications can be tied to stage transitions. When an order moves to "dispatched," the customer receives a shipping confirmation with the tracking number. When an order moves to "delivered," a follow-up email is queued. When an order is flagged for manual review, the relevant team member receives an alert.

Notifications are configured per stage transition — consistent, reliable, and not dependent on anyone remembering to send them manually.

Exception Handling

Not every order flows through the pipeline cleanly. Inventory shortages, failed payments, undeliverable addresses — each creates an exception that needs handling.

The pipeline supports exception states alongside the normal flow. An order flagged as "inventory shortage" appears in a dedicated queue where the team can resolve the issue and return the order to the normal pipeline. The exception state prevents the order from advancing until the issue is addressed.

Visibility Across the Pipeline

A dashboard view shows the distribution of orders across stages in real time. The team sees at a glance: how many orders are in each stage, which are older than expected for their stage (potential bottlenecks), and which have exceptions requiring attention.

The pipeline view is the operational heartbeat of a fulfillment operation.