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Brief
Waterline Data was acquired by Hitachi Vantara (Jan 2020)— see Hitachi Vantara for current status. See the full lineage →
Waterline Data

Waterline Data

Data Management & Governancehitachivantara.com

Automated metadata discovery and data cataloging using machine learning, enabling enterprises to govern, find, and trust their data assets at scale with minimal manual effort.

Last updated Jun 23, 2026 by ATDb automated enrichment

Founded
2014
HQ
Santa Clara, California, United States
Connections
10

At a glance

Employees
51-200
Funding
$22M
Revenue
$10M-$50M
Stock
N/A
8integrations1corporate family1acquisitions

About

An early innovator in AI-driven data cataloging and metadata management, acquired by Hitachi Vantara to bolster its enterprise data intelligence capabilities.

Waterline Data was a Silicon Valley-based data intelligence company that developed an AI-powered data catalog and governance platform designed to help enterprises discover, understand, and govern their data assets at scale. Founded around 2014, the company built its reputation on using machine learning to automate the traditionally manual and time-consuming process of tagging, classifying, and cataloging metadata across large, complex data environments. Its flagship platform enabled data stewards and analysts to find trusted data faster, enforce governance policies, and maintain compliance with data regulations. The company's technology was particularly notable for its 'fingerprinting' approach to automated data discovery, which could identify sensitive data, apply smart tags, and surface data lineage without requiring extensive manual intervention. This made Waterline Data a compelling solution for enterprises grappling with sprawling data lakes and the growing demands of regulations like GDPR and CCPA. The platform integrated with major cloud and on-premise data ecosystems, positioning Waterline as a key player in the emerging data catalog market alongside competitors like Alation, Collibra, and Informatica. In 2019, Hitachi Vantara acquired Waterline Data to strengthen its data operations and analytics capabilities, integrating the platform's metadata management and governance technology into its broader enterprise data management portfolio. Following the acquisition, Waterline Data ceased to operate as a distinct independent brand, with its technology and team folded into Hitachi Vantara's offerings. The acquisition reflected the growing strategic importance of data cataloging and governance as foundational capabilities for enterprise data management.

Business model

SaaS

Target market

Enterprise

What they offer

  • Waterline Data Catalog

    AI-powered data catalog that automated metadata discovery, smart tagging, and data classification across enterprise data lakes and warehouses.

  • Automated Data Tagging

    Machine learning-based fingerprinting technology that automatically identified and tagged sensitive or regulated data without manual intervention.

  • Data Governance Module

    Policy enforcement and stewardship tools enabling enterprises to maintain compliance with data regulations such as GDPR and CCPA.

  • Data Lineage Tracking

    Visualization and tracking of data lineage to help users understand data origins, transformations, and usage across the enterprise.

Key features

Automated metadata discovery using machine learningSmart data fingerprinting and taggingData lineage visualizationSensitive data identification for regulatory complianceSelf-service data search and discoveryIntegration with Hadoop, cloud data lakes, and enterprise data warehousesData stewardship workflows

Use cases

Enterprise data lake governance and catalogingGDPR and CCPA compliance and sensitive data discoverySelf-service analytics enablement through trusted data discoveryData stewardship and policy enforcementMetadata management across hybrid cloud environments

Customer segments

Large enterprises with complex data lake environmentsFinancial services firms with regulatory compliance needsHealthcare organizations managing sensitive patient dataRetail and e-commerce companies with large data estatesData engineering and governance teams

Tech & specs

Technology stack

Machine learning and NLP for metadata classificationApache Hadoop and Hive integrationAmazon S3 and cloud data lake connectorsREST APIsApache Atlas integration

Security & compliance

GDPRCCPASOC 2

Deployment

CloudOn-premiseHybrid

API

Yes

Corporate history
  1. 2014 · Founded
  2. 2020Acquired by Hitachi Vantara
    Still operating as part of Hitachi Vantara
Connection details
See integrations with Waterline Data (8)

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