Data & AI
Business intelligence (BI) refers to the technologies, processes, and practices for collecting, integrating, analysing, and presenting business data to support informed, evidence-based decision-making.
BI systems transform raw data stored in data warehouses and operational databases into actionable insights through interactive dashboards, self-service reports, and scheduled data distributions that make metrics visible to decision-makers at every level of an organisation. The BI workflow typically involves connecting BI tools to a data warehouse, defining metrics and KPIs in a semantic layer (a business-friendly translation of raw database tables), and building visualisations — bar charts, line graphs, geographic heat maps, and funnel analyses — that surface trends, anomalies, and opportunities. Self-service BI platforms like Tableau, Power BI, Looker, and Metabase allow non-technical business users to explore data and build their own reports without writing SQL or filing requests with the data team. Effective BI implementations establish a 'single source of truth' for key metrics, preventing the confusion that arises when different teams report different revenue numbers from inconsistent calculations.
Example
A manufacturing company's operations director monitors a Power BI dashboard showing production throughput, defect rates, and machine downtime by shift — updated every 15 minutes from the plant's sensor data — enabling same-day process adjustments.
Related terms
Data Warehouse
A data warehouse is a centralised, integrated repository of structured historical data from multiple operational systems, optimised for analytical queries and business intelligence reporting rather than transactional processing.
ETL (Extract, Transform, Load)
ETL is a data integration process in which data is extracted from one or more source systems, transformed into a consistent and clean format, and loaded into a destination system such as a data warehouse for analysis.
SQL (Structured Query Language)
SQL is the standardised query language used to create, read, update, and delete data in relational databases, as well as to define schemas and control access permissions.
Artificial Intelligence
Artificial intelligence is the field of computer science concerned with building systems that can perform tasks requiring human-like intelligence — such as reasoning, language understanding, visual perception, and decision-making.
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