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 ↗Marketing analytics
Campaign Performance Commentary
Campaign Performance Commentary
Managed AI Workflows.
Prepare an understandable performance narrative from verified campaign figures and agreed measurement definitions.
THE OPPORTUNITYStart where the work
Start where the work
gets held up.
Reports can overstate success when attribution changes, sample sizes are small or the comparison period is not equivalent.
Help marketers explain what the data shows and which questions remain open.
A WORKFLOW WORTH EXPLORING
Reporting period-to-campaign brief
A campaign owner approves a dataset and comparison period.
Draft observations and questions, clearly separating measured differences from possible explanations.
WHERE JUDGMENT BELONGS
Make the review point explicit.
An analyst verifies calculations and the campaign owner approves interpretations and proposed next steps.
Work within the real constraints.
Do not claim causation from a correlation or present estimated attribution as a verified customer journey.
Success needs
a useful measure.
Measure calculation errors, overstated conclusions, missing limitations and analysis preparation time.
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.