Your team owns the build.
Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.
Explore the $2,500 package ↗Commerce operations
WooCommerce:
WooCommerce:
plan the implementation.
Help staff handle routine requests consistently while keeping exceptions and financial actions under review.
DISCOVERYAnswer the questions
Answer the questions
that shape the build.
Which system owns shipment status? Which plugins change order state? Who approves exceptions, and what customer messages are already automatic?
Inventory installed plugins, custom hooks and integration permissions. Verify how retries and record updates interact with existing email notifications.
We use these answers to agree on integration boundaries, responsible reviewers, access controls and a definition of done. The proposal identifies dependencies and what is included before implementation begins.
FIRST IMPLEMENTATIONProve the useful part.
Prove the useful part.
Then expand deliberately.
Start with a single exception type in a copy of representative order data. Validate response accuracy before enabling a controlled live review queue.
Measure the result
Track incorrect status interpretation, duplicated notifications, reviewer edits and time to a resolved exception.
Prepare for everyday operation
Record the accepted explanation and route the next action to the responsible store or fulfillment owner.
Document the owner, support path and recovery procedure. Define how the workflow behaves when information is incomplete, access fails or a reviewer declines the proposed result. Agree on what needs fresh validation after a model or integration change.
CHOOSE THE RIGHT SUPPORTBuild it. Build with us.
Build it. Build with us.
Or have us manage it.
The workflow stays centered on your business. The engagement determines who learns, implements and operates it.
Work through it together.
Get everything in DIY, three months of workshops, weekly team sessions and direct implementation coaching.
Explore guided implementation ↗We manage the foundation.
Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.
Explore managed delivery ↗CONNECTED OPPORTUNITIES
Returns Intake Preparation
Prepare return requests with the order, item, stated reason and policy questions needed for review.
Explore this solution ↗Shopify
Prepare order-service responses and exception handoffs using the actual order state, policies and customer history.
Explore this solution ↗START WITH YOUR WORKWhere is your team
Where is your team
doing too much by hand?
Bring a process, a bottleneck, or an idea. We'll help you decide what to automate, what to keep under human review, and where to begin.