Understand interactions between multiple factors
Inform decisions grounded in measurable mechanisms
Use Cases
Banking use case for transforming ESG into a performance lever: Causal analysis of financial and non-financial factors
Classical approaches treat ESG factors in isolation or through correlation. ScalAttrib models cause-and-effect relationships to understand their real impact on financial performance.
- Test scenarios on the evolution of ESG and economic variables
- Identify and explain the factors that truly contribute to performance
- Optimize investment and allocation strategies
Marketing use case for understanding performance levers: Causal analysis of actions and customer behaviors
Traditional approaches rely on partial correlations. ScalAttrib identifies the true causes of performance by modeling interactions between marketing actions and behaviors.
- Identify the channels and actions that truly contribute
- Test budget allocation and activation scenarios
- Optimize marketing performance in multi-lever environments
