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
Managed AI Workflows.
Turn store requests into reviewed service actions while respecting the plugins and custom processes behind your WooCommerce shop.
THE OPPORTUNITYStart where the work
Start where the work
gets held up.
The meaning of an order status can depend on plugins, payment methods and fulfillment integrations. An AI workflow needs that local context before preparing an answer.
Help staff handle routine requests consistently while keeping exceptions and financial actions under review.
A WORKFLOW WORTH EXPLORING
Order exception triage
A store operator selects an order flagged by a customer or fulfillment team.
Prepare an internal explanation of the exception and a draft customer response, marking information that still needs confirmation.
WHERE JUDGMENT BELONGS
Make the review point explicit.
The operator checks plugin behavior, customer identity and the proposed resolution. Refunds and order edits require normal authorization.
Work within the real constraints.
Inventory installed plugins, custom hooks and integration permissions. Verify how retries and record updates interact with existing email notifications.
Success needs
a useful measure.
Track incorrect status interpretation, duplicated notifications, reviewer edits and time to a resolved exception.
Before expanding the workflow, compare the result with the current process. Include review effort and exceptions in that comparison so the improvement reflects the team's actual experience.
Read the implementation guide ↗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.