Quickstart

Your first metric in four steps

The guided setup walks you through the same four stages qontexta is built on.

1. Connect

Add a read-only connection to your warehouse (BigQuery, Snowflake, Databricks, PostgreSQL, Redshift, Oracle or SAP HANA). Your data stays where it is — qontexta only reads schema and runs queries on demand.

→ See Connect a warehouse.

2. Domain

Create a domain to group related metrics — for example Revenue, Operations or Marketing. A domain is just a name; it keeps your metrics organised.

3. Model

Pick a table to model. qontexta reads its columns so they become available as measures and dimensions. For joins and multi-table models, use Data Models in the app.

4. Metric

Define a metric: choose an aggregation (count, sum, average) and a column. qontexta picks a sensible format automatically (currency, percentage or number) — you can override it.

That’s it. Your metric is now live on every surface: MCP, REST, GraphQL and SQL.

Next: Connect your agents.