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 modernization
Legacy Code Documentation
Legacy Code Documentation
Managed AI Workflows.
Prepare evidence-linked explanations of an existing codebase so engineers can investigate it more efficiently.
THE OPPORTUNITYStart where the work
Start where the work
gets held up.
A legacy system may lack current documentation, but plausible descriptions are dangerous when they are not grounded in the implementation.
Help maintainers build a useful map while preserving uncertainty about behavior that requires runtime verification.
A WORKFLOW WORTH EXPLORING
Selected subsystem-to-documentation draft
An engineering owner selects a bounded subsystem for documentation.
Draft entry points, dependencies and data flow, linking statements to code and flagging assumptions.
WHERE JUDGMENT BELONGS
Make the review point explicit.
Maintainers verify the explanation and validate important runtime behavior in an appropriate environment.
Work within the real constraints.
Do not expose secrets from configuration. Static analysis cannot prove every runtime path or production configuration.
Success needs
a useful measure.
Measure incorrect claims, missing dependencies, investigation questions answered and maintenance effort.
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.