Start with a defined trigger
An approved document arrives through a defined intake connection.
Workflow automation
Make:
Make:
the workflow in practice.
Document-to-reviewed-action scenario
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 scenario permissions, connection ownership and operation limits. Design explicit duplicate protection around side effects.
Assemble the right context
Gather the document, extraction rules, allowed destination values and the relevant business approval policy.
Perform the bounded task
Extract structured information and prepare a proposed downstream action, flagging missing or inconsistent fields.
Review before taking action
The process owner confirms consequential values and approves the action. Failed validation returns to an exception queue.
Deliver and record the result
Perform the authorized handoff and retain a correlation reference so retries and follow-ups can be traced.
Build an improvement loop
around real work.
Measure extraction corrections, duplicate actions, exception resolution and total processing effort including review.
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 ↗CONNECTED OPPORTUNITIES
n8n
Design AI steps inside n8n workflows with clear context, review gates and a recovery path when integrations fail.
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.