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Guides

Task-shaped pages: each answers one "how do I…" question. If you are new, start with Get started first.

  • Connect and check data


    Every datasource DataQ supports, how to connect each one, and every kind of check you can author against it.

    Datasources & checks

  • Run automatically


    Cron schedules, or trigger a suite when an ADF, Airflow or dbt pipeline finishes — orchestration.

  • Alert the right people


    Teams, Slack, email and webhooks, with severity routing, dedup and snooze.

    Notifications & alerting

  • Use it from an AI assistant


    Connect Claude Desktop, Claude.ai, Copilot or Cursor to DataQ over MCP.

    AI assistants (MCP)

  • Let a model do the tedious part


    Write custom SQL from a sentence, get a starter set of checks for a table, and read a root-cause narrative for a failure — with a provider you choose.

    AI features (LLM)

  • Script it


    Personal access tokens for the REST API and MCP clients.

    API keys

  • Run the workspace


    Members and roles, access grants, workspace settings, audit log and inbound integrations — the admin area, tab by tab.

    Admin control centre

  • Do it well


    Recommended usage and best practices from running DataQ in production.

Looking for the full capability list? See the features overview.