VNDRIQ — Vendor Comparison
Google Cloud Vertex vs Cohere Custom Models
Side-by-side comparison of BAA status, PHI exposure, AI training risk, HIPAA suitability, and VNDRIQ governance scores.
Google Cloud Vertex
AI Model Platforms
Last verified: September 30, 2026
Cohere Custom Models
AI Model Platforms
Last verified: September 30, 2026
VNDRIQ Scores
44
Overall
36
Overall
Approval Tier
BAA Status
PHI Exposure Risk
AI Training Risk
HIPAA Risk Level
Review Frequency
—
Quarterly
Recommended Use
—
—
Restrictions
—
—
Executive Summary
Google Cloud Vertex
AI Model Platforms
Google Cloud Vertex is classified as Restricted / Review Required with a BAA status of Unknown. PHI exposure is rated Unknown and AI training risk is Unknown.
50
Privacy
32
Governance
43
Healthcare
50
AI Risk
Cohere Custom Models
AI Model Platforms
Cohere Custom Models is classified as Restricted / Review Required with a BAA status of Verify Directly. PHI exposure is rated High and AI training risk is High.
38
Privacy
38
Governance
36
Healthcare
30
AI Risk
Recommended For
Google Cloud Vertex
Currently under review — not recommended for active PHI deployment
Cohere Custom Models
Currently under review — not recommended for active PHI deployment
Governance Considerations
Google Cloud Vertex
No critical governance flags identified.
Cohere Custom Models
BAA has not been confirmed. Execute BAA before processing PHI.
Verify model training opt-out clauses before deployment.
PHI exposure is elevated. Review data flow documentation.
Quarterly reviews are required — establish internal review cadence.
Questions to Ask Before Approval
Has the vendor executed a Business Associate Agreement (BAA) with your organization?
Does the vendor use customer data to train AI models? Can you opt out?
Where is PHI stored, processed, and transmitted?
What data retention and deletion policies apply to your PHI?
Has the vendor undergone a third-party HIPAA or SOC 2 audit?
What is the vendor's incident response and breach notification process?
Does the vendor offer audit logging for PHI access?
What subprocessors have access to PHI through this vendor?
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