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Head-to-head · AI Governance Software

Collibra vs Modulos

  • Updated Oct 2026
  • Both researched from official sources
  • 3 checks side by side
Higher score Collibra #6 in AI Governance Software 8.8/10 Pricing on request ✓ 0 of 3 features Visit Collibra
Modulos #8 in AI Governance Software 8.6/10 Pricing on request ✓ 3 of 3 features Visit Modulos

Collibra leads on 0 checks, Modulos on 0, and 3 are even. Who comes out ahead on the 3 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreCollibra · 8.8/10
  • Most featuresModulos · 3 of 3

Collibra scores higher on our rubric for ai governance software: 8.8 against 8.6 out of 10; our editors rank them #6 and #8.

Collibra is the better fit for organizations extending data governance into AI. Modulos is the better fit for framework-heavy AI risk and control programs.

  • Collibra fits best

    Organizations extending data governance into AI

  • Modulos fits best

    Framework-heavy AI risk and control programs

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Side by side

Feature Collibra 8.8/10 Visit ↗ Modulos 8.6/10 Visit ↗
At a glance
Editor score 8.8 8.6
Ranking #6 in AI Governance Software #8 in AI Governance Software
Best for Organizations extending data governance into AI Framework-heavy AI risk and control programs
Pricing model Paid Paid
Starting price Pricing on request Pricing on request
Free plan Not checked yet Not checked yet
Free trial — —
Deployment Cloud, Self-hosted Cloud
Platforms Web Web
Support Email, Tickets, Community, Docs Email
Compliance SOC 2, ISO 27001, GDPR, HIPAA SOC 2, GDPR
Integrations 100+ integrations 14 integrations
Built for Enterprise Small business, Mid-market, Enterprise
Features Collibra 0/3 · Modulos 3/3
AI system inventory Not checked yet ✓ (best)
Risk assessments Not checked yet ✓ (best)
Policy and controls Not checked yet ✓ (best)
Specs
Compliance frameworks Not checked yet EU AI Act; ISO/IEC 42001; NIST AI RMF; GDPR; NIS2; DORA; ISO 27001; ISO 27701; Cyber Resilience Act; UAE PDPL; OWASP Top 10 for LLM and Agentic applications; CCPA ADMT Regulations; Colorado SB 26-189; NYC Local Law 144; UAE AI Ethics; MAS FEAT; Microsoft Supplier DPR
Deployment options Not checked yet Cloud
Listed integrations Not checked yet GitHub; Google Drive; Atlassian; Bitbucket; Prometheus; Datadog; OpenTelemetry; Langfuse; Azure; AWS; Vijil; Snowflake; Claude Console; Modulos Client
Our review
Pros
  • Catalog, lineage, quality, privacy and workflow capabilities in one platform
  • Connects to 100 integrations, databases, data lakes, warehouses and BI tools
  • Cloud and self-hosted deployment with APIs and governed AI context
  • Maps controls across an unusually broad set of AI and compliance frameworks
  • Quantifies AI risk in monetary terms and links tests to controls
  • AI agents assist assessments and evidence work with human approval
Cons
  • Pricing requires contacting sales before evaluation
  • AI-specific controls are less detailed than dedicated governance suites
  • Enterprise focus may exceed the needs of smaller organizations
  • Cloud-only deployment excludes on-premises installations
  • Contact-sales pricing limits upfront budget comparison
  • Support is offered through email rather than multiple channels
Our verdict

Collibra is an enterprise data and AI governance platform for organizations managing complex data environments and extending existing governance into AI. Its portfolio covers data cataloging, metadata inventory, governance workflows,…

Read the review →

Modulos is an AI governance platform for organizations that need to document, assess and manage risk across AI systems. Teams can register systems, classify them by risk level, quantify exposure in monetary terms, and maintain policies,…

Read the review →
  1. CollibraAI Governance Software 8.8Pricing on request
  2. ModulosAI Governance Software 8.6Pricing on request

Strengths and trade-offs

  • Collibra — where it wins

    • Catalog, lineage, quality, privacy and workflow capabilities in one platform
    • Connects to 100 integrations, databases, data lakes, warehouses and BI tools
    • Cloud and self-hosted deployment with APIs and governed AI context

    Where it doesn't

    • Pricing requires contacting sales before evaluation
    • AI-specific controls are less detailed than dedicated governance suites
    • Enterprise focus may exceed the needs of smaller organizations

  • Modulos — where it wins

    • Maps controls across an unusually broad set of AI and compliance frameworks
    • Quantifies AI risk in monetary terms and links tests to controls
    • AI agents assist assessments and evidence work with human approval

    Where it doesn't

    • Cloud-only deployment excludes on-premises installations
    • Contact-sales pricing limits upfront budget comparison
    • Support is offered through email rather than multiple channels
  • Collibra8.8/10 · Pricing on request

    A mature data-governance foundation for AI, with enterprise scope and contact-sales pricing.

    Visit CollibraFull verdict →
  • Modulos8.6/10 · Pricing on request

    A framework-focused AI governance hub with risk quantification, controls and testing.

    Visit ModulosFull verdict →

More comparisons

All AI governance software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update