The Enterprise AI Control Plane | Collibra
Depends
Confidence: Medium
Legit pick for large enterprises with governance staff and sprawling data, model, and agent estates to control.
Comparison
The Enterprise AI Control Plane | Collibra vs Kosmoy
The Enterprise AI Control Plane | Collibra and Kosmoy both land on Depends.
Kosmoy
Depends
Confidence: Medium
Plausible for large regulated enterprises with their own Kubernetes ops and hard EU AI Act, ITAR, or CMMC obligations.
| Compare | The Enterprise AI Control Plane | Collibra | Kosmoy |
|---|---|---|
| Verdict | Depends | Depends |
| Best for | Large enterprises with data governance teams | Regulated enterprises (finance, defence, healthcare) |
| Who it's not for | Startups and small teams | Startups and small teams . massive overkill |
| Privacy | No known public vulnerabilities found in the sources reviewed.11 | No known public vulnerabilities found in the sources reviewed. |
| Support quality | No user support evidence found | No evidence found |
| Public sentiment | No verbatim user reviews surfaced; coverage is overwhelmingly vendor, partner, and SEO content.10 | Independent user feedback is nearly nonexistent . one Gartner review, zero on G2 . so real-world satisfaction is unverified. |
| Biggest gotcha | Deep lock-in: 18 years of proprietary ontology becomes your metadata backbone.¹ | Self-hosted means you own upgrades, scaling, HA, and incident response for a critical control plane. |
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 Kosmoy when
- Regulated enterprises (finance, defence, healthcare)
- Orgs with in-house Kubernetes platform teams
- EU AI Act / CMMC compliance programs
- Multi-model LLM cost control at scale
When Kosmoy is not a fit
- Startups and small teams . massive overkill
- Anyone without dedicated Kubernetes/DevOps staff
- Teams wanting plug-and-play SaaS gateways
- Buyers who need review-proven, reference-checkable vendors
Sources
- The Enterprise AI Control Plane | Collibracollibra.comofficial
- AI Command Center | Collibracollibra.comofficial
official
- SAP and Collibra expand partnershipcollibra.comnews
- Collibra named leader in 2026 IDC MarketScapefacebook.comnews
review
review
- Collibra alternatives | DataSparrcdatasparc.comreview
- TrueFoundry Named 2026 Global AI Control Plane Leadertruefoundry.comnews
review
- Security pagecollibra.comsecurity
official
- Enterprise AI Governance Platformkosmoy.comofficial
- AI for Defence . ITAR, CMMC, Air-Gappedkosmoy.comofficial
- Cost Trackingkosmoy.comofficial