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DataFreemiumOpen Source
CUBE
Open-source semantic layer for AI, BI, and embedded analytics
ABOUT
Cube solves the data inconsistency problem by providing a semantic layer that defines business metrics once and exposes them through a consistent API to any tool — BI dashboards, AI agents, embedded analytics, or spreadsheets. Instead of each tool redefining 'revenue' or 'active users' with slightly different logic, Cube serves as the single source of truth for business metrics.
INSTALL
npm install -g @cubejs-backend/serverINTEGRATION GUIDE
1. Define a unified metrics layer for revenue, churn, and retention that serves both BI dashboards and AI agents
2. Pre-aggregate and cache slow queries so dashboards load in milliseconds instead of minutes
3. Embed self-service analytics into a SaaS product with Cube's REST and GraphQL APIs
4. Connect AI and LLM applications to structured data with consistent, documented metric definitions
5. Replace multiple BI tool ETL pipelines with a single semantic layer that exposes SQL and API endpoints
TAGS
analyticssemantic-layerbimetricsapicaching