Start with a defined trigger
An approved intake event enters a defined automation workflow.
Workflow automation
n8n:
n8n:
the workflow in practice.
AI-assisted request processing
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 hosting, credential ownership, node behavior and retry semantics. Replaying an execution must not duplicate a business action.
Assemble the right context
Supply the request, permitted business reference data, task instructions and the rules governing allowed actions.
Perform the bounded task
Produce a structured draft or classification and validate it before proposing the next operational step.
Review before taking action
Route uncertain or consequential results to the responsible reviewer. Only approved actions cross the defined write boundary.
Deliver and record the result
Deliver the accepted result and record execution identity, review status and recovery information.
Build an improvement loop
around real work.
Measure successful completion, duplicate side effects, recovery time and review effort per request.
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
Make
Turn connected scenarios into managed business processes with validation, approval and clear operational ownership.
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.