Start with a defined trigger
A support team receives a product or availability question for a specific storefront.
Enterprise commerce
Adobe Commerce / Magento:
Adobe Commerce / Magento:
the workflow in practice.
Catalog inquiry-to-service briefing
FROM INPUT TO HANDOFFA clear job
Explore the architecture behind the pattern ↗
A clear job
for every step.
This is a proposed workflow pattern. We confirm data access, permissions, integration options and review ownership with your team before implementation.
Confirm the product edition, extensions, store hierarchy and inventory ownership. Availability must be sourced from the agreed system at the relevant time.
Assemble the right context
Assemble the authorized product record, storefront context, approved product documentation and relevant fulfillment information.
Perform the bounded task
Draft an answer and list any discrepancies between the customer-facing description and the available operational evidence.
Review before taking action
A commerce specialist validates product claims and availability language. Merchandising changes and delivery promises require their established approvals.
Deliver and record the result
Save the reviewed response and create a separate correction task when catalog information needs attention.
Build an improvement loop
around real work.
Measure wrong-store context, unsupported claims, repeated product questions and time spent gathering the evidence.
Keep the input, relevant context, review decision and final result connected. When a reviewer corrects something, use that evidence to improve the instructions or integration, then validate the change against representative cases.
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.
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 ↗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 ↗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.