data lineage analysis platform - AI tools

Metaplane is a data observability platform that helps data teams monitor data quality, lineage, and spend, ensuring data reliability and trust.

• Freemium

digna is an AI-powered data quality and observability platform that automatically detects anomalies, monitors data arrival, validates records, and tracks schema changes to ensure reliable business insights.

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DataManagement.AI is an AI-powered platform that automates data management workflows through intelligent agents, connecting data from collection to insights while reducing costs and increasing efficiency.

• Freemium

Decube is a unified data trust platform providing data observability, discovery, and governance, utilizing AI to ensure data quality and reliability for modern data stacks.

• Freemium

Cyberhaven is an advanced data detection and response platform that protects organizations from insider risks by tracking data movement and preventing unauthorized exfiltration across multiple channels.

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Metaphor is an AI-powered data catalog that facilitates data discovery, lineage, collaboration, and governance. It empowers all employees with accessible data insights.

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Rivery is a cloud-based data platform that enables businesses to build, orchestrate, and optimize data pipelines with AI assistance, low-code/no-code interfaces, and seamless integrations to hundreds of data sources.

• Usage Based

Dawiso is an AI-powered data governance platform that helps organizations centralize, manage, and understand their data resources while ensuring compliance and streamlined business operations.

• Paid
• From 286$

Alation is a data intelligence platform that helps organizations harness their metadata to drive value from data and AI initiatives through data governance, cataloging, and analytics capabilities.

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Acceldata provides a unified data observability platform to ensure data quality, prevent failures, and control costs for hybrid and multi-cloud data stacks. It helps businesses build a strong AI foundation with high-quality, reliable data.

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Pathway is a scalable data processing framework that enables you to build and power AI/ML applications with live data and real-time pipelines. It offers easy data ingest from 300+ sources and supports real-time features, live vector search, and anomaly alerts.

• Freemium
• From 499$

Masthead is an AI-powered data observability and cost optimization platform designed specifically for Google Cloud BigQuery, helping data teams monitor pipelines, detect anomalies, and reduce compute costs automatically.

• Freemium
• From 189$

Ataccama is an AI-powered enterprise data management platform that provides unified solutions for data quality, cataloging, lineage, observability, reference data, and master data management to ensure trusted data for AI and business decisions.

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Secoda is an all-in-one, AI-powered data catalog, observability, lineage, access, and governance platform built for modern data teams. It helps discover, manage, and act on trusted data.

• Freemium

Datascale is a comprehensive SQL analysis and data modeling platform that simplifies complex database relationships through automated visualization and lineage tracking, helping teams better understand and manage their data assets.

• Freemium
• From 10$