Connect customer information and make evaluation transparent
Connect customer touchpoints and outcomes while exposing sources, definitions and missing data.
Outcome measures
Track identity linkage and evidence traceability separately. Missing links or measurements are not zero outcomes.
Boundary
This is an information-quality outcome; it does not by itself prove revenue growth.
Close the advertising feedback loop with CRM outcomes: Reconcile acquisition and downstream outcomes against common evidence.
Reconcile customer, touchpoint and transaction identities: Make it possible to trace whose outcomes appear in each system.
Evaluate outcomes with explicit sources and definitions: Make evaluations reproducible from source evidence.
Diagnose and recover failures with evidence: Make issues and remedies traceable.