A complex data environment refers to an ecosystem where vast volumes of diverse data are generated, collected, stored, and analyzed. In the context of business leadership, it encapsulates the challenges and opportunities associated with managing this data to drive informed decision-making. These environments are characterized by the volume, variety, velocity, and veracity of data, often known as the four V's of big data.