Introduction

What is qontexta?

qontexta is an AI-ready semantic layer. You define your business metrics once — what “revenue”, “active customers” or “RevPAR” actually mean — and qontexta serves those definitions to every consumer through a single, governed interface.

Instead of every agent, notebook and dashboard re-implementing the same SQL (and disagreeing on the numbers), they all ask qontexta. One definition, one source of truth.

How it fits

Your warehouse  →  qontexta (semantic layer)  →  MCP · REST · GraphQL · SQL
   (BigQuery,          model once,                  (agents, apps, BI tools
    Snowflake…)        govern access)                consume the same metrics)

Core concepts

Concept	What it is
Connection	A read-only link to your data warehouse.
Domain	A grouping of related metrics (e.g. Revenue, Operations).
Model	A data model built from your tables (columns → measures & dimensions).
Metric	A governed business measure, queryable everywhere.

Next: the Quickstart.

Quickstart