Detect and fix data issues with AI-driven data observability

Reduce operational overhead, simplify compliance, and boost data trust by monitoring data at rest and in motion.

Reduce complexity with ONE agentic platform

Gain proactive control over data quality

Ataccama Data Observability extends the power of our market-leading data quality capabilities by providing out-of-the-box coverage across your entire data estate. Comprehensive and automated, it gives you a base level of monitoring that allows you to focus data quality efforts where it matters most.

Build trusted analytics & business intelligence

Seamlessly integrated within Ataccama ONE, Observability enhances the accuracy, consistency, and reliability of your data. This complementary approach ensures robust and trustworthy data for analytics, business intelligence, and compliance efforts.

Simplify governance with integrated lineage

By combining Observability with Lineage, you can track and visualize data flows from initial sources to final reports. Clear visibility into how data issues affect business terms and policies ensures transparent, compliant data governance practices.

Optimize productivity and operational efficiency

Ataccama’s automated anomaly detection, combined with clear, context-rich alerts, dramatically reduces manual intervention and the operational overhead of data issue management. Teams spend less time firefighting and more time focused on value-generating activities.

Make sure no critical issues go undetected

Ataccama Data Observability follows a clearly defined set of capabilities, making sure you can tackle important use cases

Monitor & detect

Ataccama Data Observability continuously tracks and validates the health of your data assets and pipelines, proactively identifying quality deviations and unexpected data behaviors. Eliminate blind spots and ensure potential issues are recognized before they affect your business. Automated data profiling Quickly identify data domains, sensitive data (e.g., PII), and generate comprehensive quality metrics. Pipeline monitoring Detect pipeline failures upstream of critical data assets and maintain data integrity. AI-driven anomaly detection Proactively identify anomalies in your data, extending your coverage beyond known issues and data quality rules.

Alert & triage

Streamline your issue response and prioritize effectively with unified alerts across data quality and observability. Quickly assess impact, assign control, and act decisively to minimize disruptions. Smart multi-channel notifications Instant notifications through Slack, Teams, and email for rapid issue awareness and response. Centralized alerts dashboard Intuitive, centralized views for quick prioritization and management of data health issues. Integrated issue management Escalate alerts into Jira or ServiceNow to manage fixing the pipeline or remediating the data.

Investigate & remediate

Quickly diagnose and resolve data quality issues with deep insights into what causes the most impact on the business. Simplify investigations, reduce downtime, and restore your data assets to a trustworthy state. Integrated data lineage analysis Quickly visualize data flows to pinpoint root causes and downstream impacts. Detailed anomaly insights Rich context and interactive exploration of data issues for effective investigation. Actionable remediation guidance Clear recommendations integrated with Ataccama Data Quality for swift issue resolution.

Ataccama Data Observability delivers comprehensive monitoring because

It leverages deep data quality synergies

Works with our data quality module and is enhanced with granular quality insights, proactive monitoring, and precise anomaly detection

It’s part of the Agentic data trust platform

Natively built, our data observability module uses the same metadata, rules, and governance frameworks as the data quality, lineage, and catalog modules

It offers intuitive, no‑code configuration

With a user-friendly interface, it empowers data stewards and business users to participate in observability workflows