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Active Data Quality, on autopilot

Qualytics learns the shape of your data, lets AI manage contextual quality checks, and surfaces anomalies before they reach your stakeholders — across modern and legacy data stacks alike.

Explore the docs

  • How to Use the Product

    Onboarding, quick start, and how to navigate the Qualytics web application.

    Using the Platform

  • Qualytics CLI

    Automate onboarding, checks, and operations from the command line.

    CLI

  • API docs

    Interactive OpenAPI reference for the Qualytics REST API.

    API reference

  • Release Notes

    What's new in every release of Qualytics, version by version.

    Changelog

How Qualytics works

Qualytics helps data teams proactively address data issues by automating the discovery and maintenance of essential data quality measures:

  1. Analyzing historical data — Qualytics examines your existing data to learn its patterns and characteristics, forming a comprehensive set of rules that define good data quality.
  2. Finding anomalies — AI-Managed checks and any custom checks you author work together to flag abnormalities in both historical and incrementally arriving data.
  3. Taking corrective action — when an anomaly is detected, Qualytics can notify your team (Teams, Slack, PagerDuty), trigger workflows (Airflow, Fivetran, Airbyte), and write detailed anomaly information to your chosen datastore.
  4. Continuous monitoring — Qualytics adapts checks as your data and business needs evolve, strengthening data quality over time.

Key features

  • Source Datastores

    Connect JDBC and DFS sources, manage connections, and onboard your data.

    Source Datastores

  • AI-Managed Checks

    Let Qualytics author and maintain quality checks from your data profiles.

    AI-Managed Checks

  • Data Quality Checks

    Browse every rule type, from Not Null to Predicted By, with examples.

    Quality Checks

  • Anomalies

    Detect, triage, and remediate record- and shape-level data anomalies.

    Anomalies

  • Operations

    Run sync, profile, scan, export, materialize, and promote operations.

    Operations

  • Flows

    Automate notifications, ticketing, and workflows when anomalies appear.

    Flows

  • Agent Q

    Chat with your data quality estate through Qualytics' AI agent and MCP.

    Agent Q

  • Qualytics CLI

    Automate onboarding, checks, and operations from the command line.

    CLI

See it in action

A short walkthrough of the platform: