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Collibra Data Governance Cloud: Complete Review

Transforming data intelligence and AI model oversight

IDEAL FOR
Enterprise AI Design teams in regulated industries requiring comprehensive AI governance, model documentation, and regulatory compliance capabilities with dedicated governance resources.
Last updated: 1 week ago
2 min read
57 sources

Collibra Data Governance Cloud is an enterprise-grade AI governance platform that transforms how organizations manage data intelligence and AI model oversight across complex business ecosystems.

Market Position & Maturity

Market Standing

Collibra occupies the enterprise governance leader position in the data intelligence market, commanding premium pricing for comprehensive capabilities.

Company Maturity

The company's enterprise focus reflects in its ability to secure FedRAMP High Authorization for government use cases[53], demonstrating operational maturity and security capabilities.

Growth Trajectory

Collibra demonstrates strong market momentum with 15% year-over-year revenue increase and 37% customer base expansion[51].

Industry Recognition

Recognition as a 2025 Gartner Magic Quadrant Leader and Snowflake Data Governance Partner of the Year[44][51].

Strategic Partnerships

Strategic partnerships include Snowflake native integration recognized through their Data Governance Partner of the Year award[44].

Longevity Assessment

Financial performance indicators support vendor stability with 15% year-over-year revenue increase and 37% customer base expansion[51].

Proof of Capabilities

Customer Evidence

Froedtert Health's comprehensive deployment showcases the platform's ability to handle complex healthcare environments, achieving enterprise-wide adoption across 100+ users while maintaining HIPAA compliance through sensitivity tagging over a 15-month implementation period[50].

Quantified Outcomes

UCare Minnesota provides concrete efficiency evidence, achieving reduction of data dictionary creation from weeks to hours using generative AI descriptions[57].

Case Study Analysis

Froedtert Health's 15-month enterprise deployment showcased strategic integration capabilities[50].

Market Validation

Market validation indicators include 37% customer base expansion alongside 15% year-over-year revenue increase[51].

Competitive Wins

Competitive wins demonstrate market acceptance, with the platform's unified AI-data governance approach differentiating from alternatives focused on specific use cases[41][46].

Reference Customers

Reference customer diversity spans healthcare, government, and enterprise sectors, providing validation across multiple industries and use cases.

AI Technology

Collibra Data Governance Cloud employs a unified AI governance architecture that integrates data cataloging, privacy management, and quality assurance into a single platform.

Architecture

Technical architecture emphasizes scalability and integration capabilities, providing Snowflake native integration recognized through their Data Governance Partner of the Year award[44].

Primary Competitors

Microsoft Purview and Alation.

Competitive Advantages

Unified AI-data governance integrating privacy, quality, and catalog modules[41][46].

Market Positioning

Collibra trades rapid deployment and cost-efficiency for extensive features and regulatory compliance capabilities.

Win/Loss Scenarios

Collibra wins in regulated industries requiring comprehensive compliance documentation, complex AI model inventories with extensive lineage tracking needs, and organizations with dedicated governance teams.

Key Features

Collibra Data Governance Cloud product features
AI Governance Framework
Provides structured oversight through a four-stage framework (Define-Identify-Document-Verify) that enables complete traceability from data sources to AI models[42][46].
🔒
Regulatory Compliance Integration
Includes built-in workflows for EU AI Act and NIST AI RMF standards[46].
Unified Data Intelligence Platform
Integrates privacy, quality, and catalog modules into a single solution, eliminating the need for multiple point solutions[41][46].
Generative AI Capabilities
Enable automated metadata creation and data dictionary generation, as demonstrated by UCare Minnesota's reduction from weeks to hours[57].
🔗
Enterprise Integration Architecture
Provides Snowflake native integration recognized through Data Governance Partner of the Year award[44].

Pros & Cons

Advantages
+Comprehensive AI governance framework with four-stage oversight (Define-Identify-Document-Verify)[42][46]
+FedRAMP High Authorization enables government use cases[53]
+Unified approach integrating privacy, quality, and catalog modules[41][46]
Disadvantages
-6-12 month deployment timelines for enterprise implementations[31]
-Platform rigidity requiring workarounds for custom business rules[40][54]
-Scalability constraints with high-concurrency workloads

Use Cases

🚀
Enterprise AI Design Teams in Regulated Industries
Organizations like Froedtert Health demonstrate ideal fit scenarios, requiring HIPAA compliance, enterprise-wide governance across 100+ users, and integration with clinical planning processes[50].
🚀
Government and Public Sector Organizations
Benefit from FedRAMP High Authorization, enabling use cases unavailable to competitors.
🏥
Large Healthcare Organizations
Showcase successful implementations, achieving weeks to hours efficiency gains in data dictionary creation[57].
🚀
Enterprise Data-Intensive Organizations
With Snowflake-native data infrastructure can leverage deep integration capabilities recognized through partnership awards[44].
💰
Regulated Financial Services and Pharmaceutical Companies
Requiring EU AI Act and NIST AI RMF compliance workflows[46].

Integrations

Snowflake

Pricing

12 months
$170K
Premium licensing for comprehensive governance solution
24 months
$340K
Premium licensing for comprehensive governance solution
36 months
$510K
Premium licensing for comprehensive governance solution

How We Researched This Guide

About This Guide: This comprehensive analysis is based on extensive competitive intelligence and real-world implementation data from leading AI vendors. StayModern updates this guide quarterly to reflect market developments and vendor performance changes.

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Sources & References(57 sources)

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