#1
ModelOp
Enterprise AI lifecycle management and governance platform
Capabilities ModelOp has that Collibra AI Governance doesn't
- Explainability
Common ground: both serve Financial Services, Healthcare, Insurance, Retail & E-commerce.
Alternatives directory
Collibra AI Governance alternatives
Vendors in the directory with the most taxonomy overlap with Collibra AI Governance — shared frameworks, capabilities, industries, and integrations.
Last verified April 23, 2026How this shortlist is built
Ranking is deterministic: same product category (heaviest signal), then shared framework coverage, capabilities, industries, and integrations documented on each vendor's profile. No editorial narrative has been written for this page yet.
If you want a long-form comparison with pros, cons, and verdicts, see our curated alternatives pages or run the matchmaker.
At-a-glance
| Alternative | Shared frameworks | Shared capabilities | Pricing | |
|---|---|---|---|---|
| ModelOp | EU Artificial Intelligence Act, NIST AI Risk Management Framework, ISO/IEC 42001:2023 AI Management System | AI Model Inventory, Policy Management, Risk Assessment Workflow +3 | contact only | Compare |
| OneTrust AI Governance | EU Artificial Intelligence Act, NIST AI Risk Management Framework, ISO/IEC 42001:2023 AI Management System | AI Model Inventory, Policy Management, Risk Assessment Workflow +3 | contact only | Compare |
| Credo AI | EU Artificial Intelligence Act, NIST AI Risk Management Framework, ISO/IEC 42001:2023 AI Management System | AI Model Inventory, Policy Management, Risk Assessment Workflow +3 | contact only | Compare |
| Saidot | EU Artificial Intelligence Act, NIST AI Risk Management Framework, ISO/IEC 42001:2023 AI Management System | AI Model Inventory, Policy Management, Risk Assessment Workflow +3 | contact only | Compare |
| 2021.AI | EU Artificial Intelligence Act, ISO/IEC 42001:2023 AI Management System, NIST AI Risk Management Framework | AI Model Inventory, Risk Assessment Workflow, Model Monitoring +2 | tiered | Compare |
| LatticeFlow AI | NIST AI Risk Management Framework, ISO/IEC 42001:2023 AI Management System, EU Artificial Intelligence Act | AI Model Inventory, Policy Management, Risk Assessment Workflow +3 | contact only | Compare |
How each alternative compares
#2
OneTrust AI Governance
AI governance software that centralizes risk, automates compliance, and enforces controls across the AI lifecycle
Capabilities OneTrust AI Governance has that Collibra AI Governance doesn't
- Explainability
- Third-Party AI Vendor Risk
- Regulatory Intelligence
Common ground: both serve Financial Services, Healthcare, Retail & E-commerce.
#3
Credo AI
Govern AI Everywhere.
Capabilities Credo AI has that Collibra AI Governance doesn't
- LLM Red Teaming
- Third-Party AI Vendor Risk
- Regulatory Intelligence
- Audit Logging
- Drift Detection
Common ground: both serve Financial Services, Healthcare, Insurance.
#4
Saidot
EU-native SaaS platform for AI governance — easy to start, efficient to maintain.
Capabilities Saidot has that Collibra AI Governance doesn't
- Explainability
- LLM Red Teaming
- Third-Party AI Vendor Risk
- Regulatory Intelligence
Common ground: both serve Financial Services, Insurance.
#5
2021.AI
Enterprise AI platform with built-in governance
Capabilities 2021.AI has that Collibra AI Governance doesn't
- Compliance Reporting
Capabilities Collibra AI Governance has that 2021.AI doesn't
- Bias & Fairness Testing
Common ground: both serve Financial Services, Healthcare, Retail & E-commerce.
#6
LatticeFlow AI
A single platform to discover, evaluate and govern risk to secure your AI future.
Capabilities LatticeFlow AI has that Collibra AI Governance doesn't
- Explainability
- LLM Red Teaming
- Regulatory Intelligence
Common ground: both serve Financial Services.
See something missing?
These shortlists update automatically as we catalogue more vendors and expand coverage.