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 delivery
GitLab
GitLab
Managed AI Workflows.
Connect issue context, proposed changes and pipeline evidence into a reviewable development workflow.
THE OPPORTUNITYStart where the work
Start where the work
gets held up.
Teams can generate changes faster than they can explain or validate them. A useful AI workflow makes the scope and evidence easier to review.
Prepare merge requests with clear intent, bounded changes and visible verification results.
A WORKFLOW WORTH EXPLORING
Merge-request readiness review
A developer requests a readiness check for a candidate merge request.
Draft a reviewer summary, identify missing verification and distinguish resolved requirements from remaining assumptions.
WHERE JUDGMENT BELONGS
Make the review point explicit.
The developer verifies the summary and required checks. Maintainers retain merge and deployment authority.
Work within the real constraints.
Confirm project permissions, protected environments and pipeline access. Generated text must not conceal failed or skipped checks.
Success needs
a useful measure.
Track missed failures, review iterations, unclear scope and defects discovered after merge.
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 ↗CONNECTED OPPORTUNITIES
Jira
Turn issue conversations into reviewable implementation briefs and clearer acceptance criteria for development teams.
Explore this solution ↗Release Notes Preparation
Translate verified shipped changes into useful release notes for the people who rely on the product.
Explore this solution ↗Release Readiness Review
Assemble the evidence a release owner needs to decide whether a planned deployment is ready.
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.