MKT.10:10 - Architectural Rationale

Marketing chooses the intervention question and uses its answer. Causal modeling supplies the explanatory structure, mathematical modeling supplies identification and estimation, and management accounting supplies the economic comparison. Keeping these contributions explicit allows a practical decision without turning a dashboard, statistical fit or revenue attribution into proof of effectiveness.