Mars Reframes Measurement Around Decisions, Not Data

Sam Chang outlines how Mars is moving from dashboard-heavy reporting to a decision-oriented measurement system that uses AI to interpret signals, surface causal patterns, and guide smarter investment and execution choices

Mars is moving away from dashboard-heavy reporting toward a decision-first measurement system that uses artificial intelligence to surface causal patterns and guide investment choices. The framework from Sam Chang could reshape how marketers connect data infrastructure to business outcomes.