Big data insights rely on three pillars: data mining to uncover hidden patterns, predictive modelling to forecast trends, and machine learning to improve accuracy over time. Descriptive, diagnostic, predictive, and prescriptive analytics each serve different needs. It is layering these that unlocks value.