Attribution
Can we trust the signal?
Establish what happened, what it means and which decision the evidence supports.
The ABC framework
One framework.
Six connected capabilities.
ABC organizes how we understand a business, develop operators, route findings and review work. Attribution establishes the signal. Branding makes the value clear. Campaigns connect it to demand.
Attribution · Branding · Campaigns
Start with the question the business needs answered.
The same method supports learning and delivery.
Audit
Inspect the current state, establish the evidence and identify the capability that owns each finding.
Blueprint
Define the intended outcome, responsibilities, inputs, dependencies and acceptance standard.
Production
Execute within the agreed authority, review the result and preserve what the next task needs to know.
Training and ownership
Breadth to collaborate. Depth to take responsibility.
The modules describe competencies. An operator’s scope follows demonstrated skill, supervised practice and the review capacity behind the role.
A Search operator should recognize a measurement or landing-page issue and route it correctly. That awareness does not imply they are qualified to implement every fix.
The operating system connects the framework to procedures, client memory, AI workflows and quality review.
See how the system supports the methodThe next conversation
Tell us where you need support.
Choose a part-time or full-time AI-augmented VA, or add specialist partner expertise. We’ll agree what to build and prepare a quote.