Work

Work at the system layer.

These examples focus on the structural problem, the decision behind the fix, and what changed after.

Scope

Attribution

Routing

Dealer operations

Examples

Selected examples.

Shared without logos. The point is the system problem and what changed after the fix.

12-week attribution reset

Multi-store dealer reporting cleanup

Reporting was brought back into line with how leads were actually moving through the system.

Helped reduce attribution inflation across dealer reporting environments.

Shared without logos. The pattern is what matters.

Routing audit and remediation

OEM and dealer lead handoff redesign

A handoff with too many owners was reduced to something teams could actually manage.

Clarified OEM-to-dealer lead routing where source ownership had blurred.

The account stays private. The lesson does not.

Cross-platform normalization pass

Dealer-network taxonomy reset

A blended network view was broken apart so meaningful differences could show up again.

Streamlined duplicate-source conflict handling inside high-volume campaign systems.

Enough detail to show the move without exposing the account.

Invitation

You do not need a perfect diagnosis to begin.

If the dashboard is being debated more than it is being used, the structure underneath it is usually where the work starts.