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Insights & Perspectives

Research-informed guidance, practical frameworks and professional perspectives for stronger organizational strategy, resilience, digital transformation and evidence-based decision-making.

MDDA Multidimensional Data-Driven Approach for analytics and evidence-based decision-making
MDDA & Decision Intelligence

MDDA: From Doctoral Research to a Multidimensional Data-Driven Approach for Evidence-Based Decision-Making

Discover MDDA, the Multidimensional Data-Driven Approach developed from doctoral research by Dr. Abdulrahman A. M. Almutwafy, and how its integration of multidimensional data, analytics, machine learning, optimization, validation and decision support can inform evidence-based organizational decision-making.

Applying the MDDA framework to develop the FOCUS CFS Strategic Plan 2027–2031
MDDA & Decision Intelligence

Applying MDDA to Strategic Planning: The FOCUS CFS Strategic Plan 2027–2031

A practical case showing how Global Signature Consultancy adapted the Multidimensional Data-Driven Approach (MDDA) to support development of the FOCUS Container Freight Station Strategic Plan 2027–2031 through integrated evidence, multidimensional analysis, scenario analysis and stakeholder validation.