Start with a defined trigger
An engineer selects a bounded automation requirement and representative input examples.
Software & automation
Python:
Python:
the workflow in practice.
Automation requirement-to-reviewed implementation
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 runtime version, deployment environment and credential handling. Do not grant generated scripts access beyond the approved task.
Assemble the right context
Provide project conventions, interface contracts, dependency policy, error-handling expectations and acceptance criteria.
Perform the bounded task
Prepare a modular implementation proposal and tests for important success and failure paths. Keep business configuration separate from execution mechanics.
Review before taking action
A developer reviews correctness, security, dependencies and operational behavior before accepting or running the change with real data.
Deliver and record the result
Deliver the approved code with usage guidance, test evidence and a named owner for operation and maintenance.
Build an improvement loop
around real work.
Measure defect rate, recovery behavior, reviewer effort and maintenance burden after the initial build.
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.