Research studies show that employees perceive diversity and inclusion (D&I) as two conceptually distinct organizational practices. Whereas diversity focuses on organizational demographic blend, inclusion removes obstacles so that members from different groups work in harmony and achieve desirable business outcomes.

It is well recognized that diverse and inclusive organizational culture promotes creativity and innovation. The positive effects of diversity led to a growth of…

While large data sets may provide significant value in certain cases, data diversity and integrating smart data points will provide more consistent actionable insights and high value intelligence leading to better decision-making.



For example, consider NFL football data. Focusing on large football game data sets is usually not helpful and often misleading creating…