Data

Data consists of raw observations, measurements, records, or individual facts that have not yet been interpreted within a meaningful business context. Data may originate from customer transactions, financial systems, operational processes, sensors, digital platforms, surveys, interviews, experiments, or countless other sources.

By itself, data provides limited strategic value because it does not explain significance, relationships, or implications. Only after data has been organized, validated, and interpreted does it become information capable of supporting analysis and decision-making. The distinction is important because organizations often possess enormous quantities of data while lacking corresponding understanding.

Data may be structured, semi-structured, or unstructured, and each form requires different approaches to storage, processing, and analysis.