Data Quality by the Business, for the Business.
Keep bad data out of your business (and AI).
Purpose First
Business-friendly templates let any domain certify data is fit-for-purpose, ensuring only trusted assets feed analytics and AI.
Cloud Native
Quality checks execute natively in Snowflake or Databricks and store results in-warehouse for instant querying.
Control Plane
Integrate with upstream data quality tools, and combine discovery, governance, and quality in a single control plane for one trusted view of data health.
Create & act on quality
rules for data fitness
Define, schedule, and surface data quality in minutes, with no-code rules, scheduling, and notifications.
No-Code Rules
Publish tests with point-and-click templates—or power up with custom SQL.
Smart Scheduling
Run checks on a cron, on-demand, or whenever fresh data lands
Lineage Overlays
View rule status inline across lineage and search, so impact is obvious at a glance.
Slack Alerts
Get instant notifications that pinpoint what broke, why, and who’s affected.
Embed trust, not just quality.
Quality signals are just the start — plug them into contracts, AI guardrails, and a 360° reporting hub to keep trust flowing.
360° Quality
Pull upstream quality signals from Monte Carlo, Soda, Anomalo, and more for a 360° quality view.
Shift-Left Contracts
Formalize quality expectations to build trust between data producers and consumers.
AI Guardrails
Pair with Atlan’s AI Governance module to ensure only high-quality data trains and tests your models.
Reporting Center
Track coverage, failures, and business impact in one glanceable Reporting Center.
Explore Data Quality with Atlan
