Start with a defined trigger
A product owner selects a bounded customer problem for engineering planning.
Technology & product
Software Companies:
Software Companies:
the workflow in practice.
Feature readiness and implementation handoff
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 repository boundaries, customer-data access and release controls. AI assistance must not turn speculative requirements into approved scope.
Assemble the right context
Collect the approved requirement, user evidence, architecture constraints and acceptance examples.
Perform the bounded task
Prepare a coherent implementation brief, identify unresolved product decisions and map verification needs to the intended behavior.
Review before taking action
Product approves scope and an engineer validates the design. Generated code follows the team's normal review and release process.
Deliver and record the result
Preserve the accepted brief, change references and verification results on the feature record.
Build an improvement loop
around real work.
Measure clarification cycles, scope changes, reviewer effort and defects discovered after acceptance.
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.