Ataccama ONE v16.1 Boosts Data Lineage and Cloud Processing for Trusted AI Insights

Ataccama ONE v16.1 Boosts Data Lineage and Cloud Processing for Trusted AI Insights Ataccama ONE v16.1 enhances data lineage, audit capabilities, and cloud pushdown processing on Azure Synapse and BigQuery, powering trusted AI at scale.

Ataccama, the data trust company, today announced the release of Ataccama ONE data trust platform v16.1, introducing advanced data lineage and connectivity features. These updates improve lineage visualization, enable diagram exports for audits, and expand pushdown processing on cloud platforms like Azure Synapse and Google BigQuery. The new capabilities empower organizations to govern data more effectively across hybrid and multi-cloud environments, ensuring trusted insights for AI and analytics at scale.

The Data Trust Challenge in Hybrid Multi-Cloud Environments

As enterprises increasingly adopt hybrid and multi-cloud architectures, their data becomes distributed across multiple systems, teams, and tools. This fragmentation reduces visibility into data origin, transformations, and usage—key factors in building trust, ensuring compliance, and controlling costs.

Gartner reports only 48% of digital initiatives meet business targets, often due to difficulty finding, understanding, and trusting data in complex environments. Traditional lineage tools focus mostly on technical users, leaving business teams without critical context to make informed decisions. Lack of clear lineage impedes issue tracing, data accuracy validation, and regulatory compliance.

Closing the Data Trust Gap with Ataccama ONE v16.1

Ataccama ONE v16.1 bridges this gap by providing comprehensive, portable lineage views that show how data moves, changes, and impacts downstream systems. Key updates include:

  • Exportable lineage diagrams for audit readiness and compliance reporting
  • Preservation of historical lineage states to track changes over time
  • Metadata migration support for governance workflows and system updates
  • Detailed lineage dashboards and improved search to accelerate troubleshooting
  • Enhanced collaboration with customizable, exportable diagrams

Additionally, expanded pushdown processing enables direct analysis of large datasets within cloud platforms like Azure Synapse and BigQuery. This reduces data movement, boosts query performance, and cuts cloud processing costs — essential for scalable AI workflows

Features in Ataccama ONE v16.1

  • Automated lineage and audit snapshots: Automatic lineage tracking with exportable point-in-time snapshots to support regulatory audits and change control.
  • Enhanced visibility and collaboration: Intuitive diagram customization, detailed monitoring, and advanced search help teams rapidly identify issues and report compliance metrics.
  • Cloud-native data processing: Pushdown processing on Azure Synapse and BigQuery enables high-performance, cost-effective data handling without moving data unnecessarily.
  • Big data workload support: Cataloging, profiling, and processing of Avro files on cloud storage streamline big data integration and analysis.
  • Enhanced connectivity and security: Features like custom schema management for Snowflake pushdown and JWT authentication with HashiCorp Vault support secure, scalable enterprise operations.

Industry Impact

“This release makes our lineage capabilities more actionable and enterprise-ready,” said Jessica Smith, VP of Data Quality at Ataccama. “Sectors like financial services, insurance, and manufacturing need lineage tools that support audit readiness, migrations, and governance enforcement. Our latest updates empower teams to meet these demands while staying agile across their data landscapes.

With Ataccama ONE v16.1, organizations gain powerful tools to operationalize data lineage, enforce governance, and reduce cloud processing costs — all critical to delivering trusted AI-driven insights at scale in today’s hybrid, multi-cloud environments

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