What is the difference between data analytics and data intelligence?

Data analytics focuses on examining historical data to generate insights, patterns, or summaries. It often answers “what happened” or “why did it happen.” Data intelligence goes further by combining analytics with AI, context, and business strategy to drive proactive decision-making and continuous optimization.

While data analytics is a component of data intelligence, the latter requires robust infrastructure and integration—often built by a data engineering company. These data engineering solutions empower organizations to evolve from descriptive reporting to predictive and prescriptive intelligence.