Glossary

Business intelligence (BI)

The practice of turning company data into dashboards, reports and metrics that guide business decisions.

Also called: BI, business intelligence software

Business intelligence is the set of processes, tools and people that turn an organization's raw data into dashboards, reports and metrics that inform decisions. It ranges from a one-off SQL query to a production dashboard refreshed automatically every morning.

Data typically flows from operational systems into a data warehouse, gets modeled into a semantic layer or star schema so that terms like "revenue" or "active customer" are defined once, and is then queried through a BI tool that renders the result as a chart, table or dashboard. The metrics that surface this way are usually the same KPIs tracked in scorecards and OKRs, kept consistent because they are calculated in one place instead of in separate spreadsheets.

BI matters because it replaces competing spreadsheet totals with one agreed set of numbers, and it is the foundation that Self-service BI tools build on. The common failures are not technical: reports nobody trusts because teams define the same metric differently, dashboards that are built but never opened, and a growing backlog of requests when business users cannot serve themselves. Clear metric definitions and governance usually do more for adoption than another visualization tool.

Last reviewed September 19, 2026

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Related terms

Dashboard A visual display of the metrics a team needs to monitor, usually updated on a schedule or in real time. KPI (key performance indicator) A measurable value tracked over time to show whether a team or process is on track toward a goal. Self-service BI BI tooling that lets business users build their own reports and explore data without waiting on IT or analytics teams. Data warehouse A centralized, structured database optimized for fast historical reporting rather than day-to-day transactions. Semantic layer A layer that defines business metrics and dimensions once, centrally, so every tool and report uses the same numbers. OKR (objectives and key results) A goal-setting framework that pairs one qualitative objective with a small set of measurable key results.

Related tools

Apromore Process intelligence platform with an open-source core that mines event logs from SAP, Salesforce and other systems to discover, simulate and monitor processes. AtScale Universal semantic layer that models metrics once on top of a cloud data warehouse and exposes them to any BI tool without data movement. Autodesk Construction Cloud Project management and BIM coordination platform whose Insight module reports predictive risk analytics on its own project data. Celonis Process mining and execution management platform that rebuilds real process flows from system event logs to find and fix inefficiencies. Comscore Cross-platform audience measurement currency used by advertisers, publishers, and broadcasters to plan and evaluate media. Crunchtime Restaurant back-office operations platform for inventory, labor, and food cost, with Insights analytics unifying that operational data.

Related guides

How to choose a BI tool Pick a BI tool by who builds, who reads, where metrics are defined and what viewers cost, not by the chart gallery in the demo. How to choose a construction analytics platform Construction analytics splits into project-platform reporting, camera-based reality capture and schedule-risk forecasting — different jobs, not rival vendors. How to choose a marketplace analytics tool Amazon seller tools estimate the market from public signals; digital shelf and account-data tools read your own numbers. Know which you're buying. How to choose a restaurant analytics platform Multi-unit restaurant analytics splits into systems of record, reporting layers on top of them, and guest-facing data — pick by which you already have. How to choose a semantic layer Semantic layers differ by where they sit relative to the warehouse and who they serve — one BI tool, every BI tool, an app, or an AI agent. How to choose an ecommerce analytics tool Shopify and WooCommerce ship reports for free. This guide covers why and when a merchant outgrows them, and which kind of tool to buy next.