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 ↗Software & automation
Python
Python
Managed AI Workflows.
Build AI-assisted Python workflows around explicit interfaces, dependency boundaries and human engineering review.
THE OPPORTUNITYStart where the work
Start where the work
gets held up.
Fast code generation can produce scripts that hide business rules, duplicate integrations or fail on unusual inputs. Maintainable automation needs a clearer design.
Help teams turn a business task into a reviewed implementation with observable behavior and recovery.
A WORKFLOW WORTH EXPLORING
Automation requirement-to-reviewed implementation
An engineer selects a bounded automation requirement and representative input examples.
Prepare a modular implementation proposal and tests for important success and failure paths. Keep business configuration separate from execution mechanics.
WHERE JUDGMENT BELONGS
Make the review point explicit.
A developer reviews correctness, security, dependencies and operational behavior before accepting or running the change with real data.
Work within the real constraints.
Confirm runtime version, deployment environment and credential handling. Do not grant generated scripts access beyond the approved task.
Success needs
a useful measure.
Measure defect rate, recovery behavior, reviewer effort and maintenance burden after the initial build.
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 ↗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.