The CTO Advisor

Layer2C — AI Infrastructure Vendor Assessments

Layer2C is an independent AI infrastructure assessment resource from The CTO Advisor LLC. It evaluates AI infrastructure vendors using the 4+1 Layer AI Infrastructure Model across compute and network fabric, data storage and governance, context management and retrieval, data movement and pipelines, infrastructure orchestration, application runtime and execution, agentic infrastructure and the reasoning plane, and the AI application layer. Each component is scored using the Decision Authority Placement Model (DAPM): Retained, Delegated, Ceded, or Absent.

Full plain-text data: llms.txt (index) and llms-full.txt (complete assessments). Overview: What Is Layer 2C?MethodologyCross-vendor comparison

Assessed Vendors

VendorStatusLayersLast UpdatedAssessment
Dell AI Factory with NVIDIAComplete8May 21, 2026Read the Dell AI Factory with NVIDIA assessment
HPE AI-Native InfrastructureComplete8May 21, 2026Read the HPE AI-Native Infrastructure assessment
AWS AI InfrastructureComplete8May 21, 2026Read the AWS AI Infrastructure assessment
VAST AI Operating SystemComplete8May 21, 2026Read the VAST AI Operating System assessment
Google Cloud AI InfrastructureComplete8May 21, 2026Read the Google Cloud AI Infrastructure assessment
VMware Private AI Foundation with NVIDIAComplete8May 22, 2026Read the VMware Private AI Foundation with NVIDIA assessment
Microsoft Azure AI InfrastructureComplete8May 22, 2026Read the Microsoft Azure AI Infrastructure assessment
NVIDIA AI PlatformComplete8May 22, 2026Read the NVIDIA AI Platform assessment
IBM / Red Hat OpenShift AIComplete8May 23, 2026Read the IBM / Red Hat OpenShift AI assessment
Oracle Cloud Infrastructure (OCI) AI InfrastructureComplete8May 23, 2026Read the Oracle Cloud Infrastructure (OCI) AI Infrastructure assessment
Cisco Secure AI Factory with NVIDIAComplete8May 23, 2026Read the Cisco Secure AI Factory with NVIDIA assessment
Palantir AIP + Foundry + ApolloComplete8May 23, 2026Read the Palantir AIP + Foundry + Apollo assessment

Stop buying AI platforms.
Start mapping control.

Layer2C helps enterprise technology leaders evaluate where AI infrastructure vendors actually operate — across compute, data, orchestration, runtime, reasoning, and applications — and where your organization still owns governance, cost, evidence, and accountability.

Each assessment maps vendor capabilities against the 4+1 Layer AI Infrastructure Model and scores every component using the Decision Authority Placement Model (DAPM): Retained, Delegated, Ceded, or Absent. Learn more at thectoadvisor.com.

What is the 4+1 Layer Model?·How to read these assessments·Compare all vendors side by side
For Enterprise Buyers
Compare AI infrastructure vendors by where control, authority, governance, and evidence actually live.
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For Technology Vendors
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Vendor Assessments

Dell AI Factory with NVIDIA
Complete
8 Layers·Updated May 21, 2026
RET 15
DEL 11
CED 1
ABS 2
Layer 0Layer 1ALayer 1BLayer 1CLayer 2ALayer 2BLayer 2CLayer 3 (+1)
HPE AI-Native Infrastructure
Complete
8 Layers·Updated May 21, 2026
RET 28
DEL 10
CED 0
ABS 0
Layer 0Layer 1ALayer 1BLayer 1CLayer 2ALayer 2BLayer 2CLayer 3 (+1)
AWS AI Infrastructure
Complete
8 Layers·Updated May 21, 2026
RET 1
DEL 17
CED 6
ABS 0
Layer 0Layer 1ALayer 1BLayer 1CLayer 2ALayer 2BLayer 2CLayer 3 (+1)
VAST AI Operating System
Complete
8 Layers·Updated May 21, 2026
RET 4
DEL 7
CED 31
ABS 0
Layer 0Layer 1ALayer 1BLayer 1CLayer 2ALayer 2BLayer 2CLayer 3 (+1)
Google Cloud AI Infrastructure
Complete
8 Layers·Updated May 21, 2026
RET 0
DEL 4
CED 30
ABS 0
Layer 0Layer 1ALayer 1BLayer 1CLayer 2ALayer 2BLayer 2CLayer 3 (+1)
VMware Private AI Foundation with NVIDIA
Complete
8 Layers·Updated May 22, 2026
RET 27
DEL 7
CED 0
ABS 0
Layer 0Layer 1ALayer 1BLayer 1CLayer 2ALayer 2BLayer 2CLayer 3 (+1)
Microsoft Azure AI Infrastructure
Complete
8 Layers·Updated May 22, 2026
RET 1
DEL 6
CED 16
ABS 0
Layer 0Layer 1ALayer 1BLayer 1CLayer 2ALayer 2BLayer 2CLayer 3 (+1)
NVIDIA AI Platform
Complete
8 Layers·Updated May 22, 2026
RET 4
DEL 5
CED 8
ABS 0
Layer 0Layer 1ALayer 1BLayer 1CLayer 2ALayer 2BLayer 2CLayer 3 (+1)
IBM / Red Hat OpenShift AI
Complete
8 Layers·Updated May 23, 2026
RET 21
DEL 10
CED 2
ABS 1
Layer 0Layer 1ALayer 1BLayer 1CLayer 2ALayer 2BLayer 2CLayer 3 (+1)
Oracle Cloud Infrastructure (OCI) AI Infrastructure
Complete
8 Layers·Updated May 23, 2026
RET 0
DEL 1
CED 26
ABS 0
Layer 0Layer 1ALayer 1BLayer 1CLayer 2ALayer 2BLayer 2CLayer 3 (+1)
Cisco Secure AI Factory with NVIDIA
Complete
8 Layers·Updated May 23, 2026
RET 27
DEL 5
CED 0
ABS 0
Layer 0Layer 1ALayer 1BLayer 1CLayer 2ALayer 2BLayer 2CLayer 3 (+1)
Palantir AIP + Foundry + Apollo
Complete
8 Layers·Updated May 23, 2026
RET 0
DEL 2
CED 28
ABS 0
Layer 0Layer 1ALayer 1BLayer 1CLayer 2ALayer 2BLayer 2CLayer 3 (+1)
Cross-Vendor Compare
Explore Layer Status Matrix, DAPM profiles & Reasoning plane side by side.

Layer-by-Layer Status

VENDORL01A1B1C2A2B2CL3(+1)
Dell
HPE
AWS
VAST
Google Cloud
VMware
Microsoft Azure
NVIDIA
IBM / Red Hat
Oracle Cloud
Cisco
Palantir
strong
moderate
gap
absent
partner
4+1 Layer AI Infrastructure Model · Vendor Assessment Series · The CTO Advisor LLC · thectoadvisor.com