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 ↗Analytics governance
Metric Definition Alignment
Metric Definition Alignment
Managed AI Workflows.
Prepare a comparison of metric definitions so teams can resolve why reports disagree.
THE OPPORTUNITYStart where the work
Start where the work
gets held up.
Two dashboards may use the same label for different populations, dates or calculation rules.
Help business and data owners identify the specific definition that needs agreement.
A WORKFLOW WORTH EXPLORING
Conflicting reports-to-definition brief
An analytics owner opens a review of a disputed metric.
Compare definitions and identify differences in inclusion, timing or calculation with direct references.
WHERE JUDGMENT BELONGS
Make the review point explicit.
Business owners agree on meaning and analysts verify the implementation of the accepted definition.
Work within the real constraints.
Do not choose one report as correct without authority or hide a real business distinction behind a single label.
Success needs
a useful measure.
Measure unexplained differences, undocumented filters, inconsistent definitions and reconciliation 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.