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 ↗Give HR a traceable way to review discrepancies and correct the authoritative record.
Which system owns each field? What evidence establishes a valid change? Who can approve a merge or correction?
Exclude sensitive fields unless specifically required and authorized. Never merge people solely because their names resemble each other.
We use these answers to agree on integration boundaries, responsible reviewers, access controls and a definition of done. The proposal identifies dependencies and what is included before implementation begins.
Pilot a limited directory field set and review every finding before enabling writes.
Measure false discrepancies, corrected records, unresolved ownership conflicts and repeated downstream errors.
Apply accepted corrections through the supported system process and retain a change record.
Document the owner, support path and recovery procedure. Define how the workflow behaves when information is incomplete, access fails or a reviewer declines the proposed result. Agree on what needs fresh validation after a model or integration change.
The workflow stays centered on your business. The engagement determines who learns, implements and operates it.
Start with AI workflow training and the Factory Line source package. Workshop support is available when you need feedback.
Explore the $2,500 package ↗Get everything in DIY, three months of workshops, weekly team sessions and direct implementation coaching.
Explore guided implementation ↗Include all the learning and guidance, with ownership of agreed operations and major implementation decisions.
Explore managed delivery ↗Coordinate an approved departure across access, equipment, knowledge transfer and administrative tasks.
Explore this solution ↗Prepare a role-specific onboarding plan that connects people, access, equipment and learning without losing responsibility between teams.
Explore this solution ↗Check leave requests for missing administrative details and prepare them for the designated approver.
Explore this solution ↗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.