Detect and fix
data issues with
AI-driven data
observability

Reduce operational overhead, simplify compliance, and boost data trust by detecting quality issues, schema changes, and anomalies.

data observability
Trusted globally by high-growth companies
gradient gradient
img

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.

img

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.

img

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.

img

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.

gradient

Experience the Ataccama difference

Stronger data initiatives
with improved business outcomes

$2.9M in ROI from simplified data
management processes
348% Return on Investment (ROI)
in the first 3 years
<12 mo Payback

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, proactively identifying quality deviations and unexpected data behavior. 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.

  • Schema drift monitoring

    Detect schema changes (added, removed, altered columns) to maintain data integrity.

  • AI-driven anomaly detection

    Proactively identify anomalies, unusual data volumes, patterns, and unexpected data freshness issues.

Monitor & Detect
Alert & Triage

Alert & Triage

Streamline your issue response and prioritize effectively with fast notifications and intuitive visibility into data health. Quickly assess impact, assign control, and act decisively to minimize disruptions.

  • Smart multi-channel alerts

    Instant notifications through Slack, Teams, and email for rapid issue awareness and response.

  • Centralized observability dashboards

    Intuitive, centralized views for quick prioritization and management of data health issues.

  • Flexible, no-code alert configuration

    Easily adjustable rules and sensitivity tailored to specific organizational needs.

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 ONE Data Quality for swift issue resolution.

Investigate & Remediate

Data observability made simple with

  • quality

    Deep data quality synergy

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

  • classification

    Unified data trust platform

    Natively built, our data observability uses the same metadata, rules, and governance frameworks as DQ, Lineage, and Catalog

  • Future-proof

    Intuitive, no-code configuration

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

Trusted by users and analysts alike

  • One solution with one interface for 3 interoperable modules for reference data management, master data manatement and for data quality.

    John Reimers
    John Reimers Master data program manager, Marti Group
  • If we can’t trust our customer data, we are not able to do any growth initiatives and communicate effectively with our clients.

    Chantale Boulanger
    Chantale Boulanger Director, Industrial Alliance
  • Bringing business and IT teams together to create a digital factory of trusted data.

    Piotr Pietrzyk
    Piotr Pietrzyk Head of Data Governance, Avon
  • Scaling data management initiatives across the organization, unlocking further growth and innovation.

    Michelle Sklar
    Michelle Sklar IT Governance Principal, Fifth Third Bank
img
A Leader. Four times in a row. 2025 Gartner® Magic Quadrant™ for Augmented Data Quality Solutions
img
See the platform
in action
Get a personalized demo of Ataccama ONE Data Observability
from our experts
Data Quality Dashboard

Discover practical use cases

See how Ataccama ONE Data Observability can address your specific business needs.

Tailored for your industry

Learn how businesses in your industry are leveraging Ataccama for success.