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The Enterprise AI Control Plane | Collibra versus Trussed
Compare	The Enterprise AI Control Plane \| Collibra	Trussed
Verdict	Depends	Depends
Best for	Large enterprises with data governance teams	Enterprises shipping high-risk AI under the EU AI Act
Who it's not for	Startups and small teams	Startups and small teams without dedicated compliance staff
Privacy	No known public vulnerabilities found in the sources reviewed.¹¹	No known public vulnerabilities found in the sources reviewed.¹³
Support quality	No user support evidence found	No user reports found
Public sentiment	No verbatim user reviews surfaced; coverage is overwhelmingly vendor, partner, and SEO content.¹⁰	No independent user reviews were found; public commentary consists of vendor-published comparisons and funding press.
Biggest gotcha	Deep lock-in: 18 years of proprietary ontology becomes your metadata backbone.^¹	No public pricing . expect custom enterprise quotes and sales negotiation.¹²

Pick The Enterprise AI Control Plane | Collibra when

Large enterprises with data governance teams
Regulated industries under AI compliance pressure
Orgs running many models and agents
SAP- and Databricks-centric stacks

When The Enterprise AI Control Plane | Collibra is not a fit

Startups and small teams
Anyone without dedicated governance staff
Buyers needing transparent, self-serve pricing
Teams wanting quick setup without consultants

Pick Trussed when

Enterprises shipping high-risk AI under the EU AI Act
Insurance and insurtech AI teams
Compliance teams needing runtime enforcement, not dashboards
Regulated firms with legal budget for governance tooling

When Trussed is not a fit

Startups and small teams without dedicated compliance staff
Teams wanting published pricing or a free tier
Buyers who require independent user reviews first
US-only teams outside EU AI Act scope

Sources

The Enterprise AI Control Plane | Collibracollibra.com
official
AI Command Center | Collibracollibra.com
official
Grounding agentic AI with the Collibra MCP for Databrickscollibra.com
official
SAP and Collibra expand partnershipcollibra.com
news
Collibra named leader in 2026 IDC MarketScapefacebook.com
news
The AI Control Plane Buyer's Guide | Fiddler AIfiddler.ai
review
Enterprise AI Control Plane: Definition, Architecture and Buyer's Guidedatareadyai.com
review
Collibra alternatives | DataSparrcdatasparc.com
review
TrueFoundry Named 2026 Global AI Control Plane Leadertruefoundry.com
news
Best AI Governance Tools | G2g2.com
review
Security pagecollibra.com
security
Trussed AI: Enterprise AI Governance and Runtime Controltrussed.ai
official
Trussed AI Platform Security and Trusttrussed.ai
security
AI Governance Shared Responsibility Modeltrussed.ai
official
Langfuse vs Trussed: Observability vs Enforcementtrussed.ai
official
AWS Bedrock Guardrails VS Azure AI Content Safety VS Googletrussed.ai
official