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, or Ceded.
Full plain-text data: llms.txt (index) and llms-full.txt (complete assessments). Overview: What Is Layer 2C? — Methodology — Cross-vendor comparison
| Vendor | Status | Layers | Last Updated | Assessment |
|---|---|---|---|---|
| Dell AI Factory with NVIDIA | Complete | 8 | July 12, 2026 | Read the Dell AI Factory with NVIDIA assessment |
| HPE Private Cloud AI | Complete | 8 | July 12, 2026 | Read the HPE Private Cloud AI assessment |
| AWS AI Infrastructure | Complete | 8 | July 23, 2026 | Read the AWS AI Infrastructure assessment |
| VAST AI Operating System | Complete | 8 | June 21, 2026 | Read the VAST AI Operating System assessment |
| Google Cloud AI Infrastructure | Complete | 8 | July 23, 2026 | Read the Google Cloud AI Infrastructure assessment |
| VMware Private AI Foundation with NVIDIA | Complete | 8 | June 20, 2026 | Read the VMware Private AI Foundation with NVIDIA assessment |
| Microsoft Azure AI Infrastructure | Complete | 8 | July 23, 2026 | Read the Microsoft Azure AI Infrastructure assessment |
| NVIDIA AI Platform | Complete | 8 | July 23, 2026 | Read the NVIDIA AI Platform assessment |
| IBM / Red Hat OpenShift AI | Complete | 8 | July 12, 2026 | Read the IBM / Red Hat OpenShift AI assessment |
| Oracle Cloud Infrastructure (OCI) AI Infrastructure | Complete | 8 | July 12, 2026 | Read the Oracle Cloud Infrastructure (OCI) AI Infrastructure assessment |
| Cisco Secure AI Factory with NVIDIA | Complete | 8 | July 12, 2026 | Read the Cisco Secure AI Factory with NVIDIA assessment |
| Palantir AIP + Foundry + Apollo | Complete | 8 | July 12, 2026 | Read the Palantir AIP + Foundry + Apollo assessment |
| Kamiwaza AI Orchestration Platform | Complete | 8 | July 17, 2026 | Read the Kamiwaza AI Orchestration Platform assessment |
| Articul8 AI Platform | Complete | 8 | July 17, 2026 | Read the Articul8 AI Platform assessment |
| CoreWeave AI Cloud | Complete | 8 | July 12, 2026 | Read the CoreWeave AI Cloud assessment |
| Nutanix Cloud Platform with Enterprise AI | Complete | 8 | June 20, 2026 | Read the Nutanix Cloud Platform with Enterprise AI assessment |
| Databricks Data Intelligence Platform | Complete | 8 | July 23, 2026 | Read the Databricks Data Intelligence Platform assessment |
| NetApp Intelligent Data Infrastructure | Complete | 8 | July 13, 2026 | Read the NetApp Intelligent Data Infrastructure assessment |
| Intel AI Infrastructure Portfolio | Complete | 8 | July 23, 2026 | Read the Intel AI Infrastructure Portfolio assessment |
| Qlik (Cloud Analytics + Talend Cloud + Open Lakehouse) | Complete | 8 | July 7, 2026 | Read the Qlik (Cloud Analytics + Talend Cloud + Open Lakehouse) assessment |
| Lenovo Hybrid AI Advantage with NVIDIA | Complete | 8 | July 11, 2026 | Read the Lenovo Hybrid AI Advantage with NVIDIA assessment |
| Supermicro DCBBS & AI Data Platforms | Complete | 8 | July 11, 2026 | Read the Supermicro DCBBS & AI Data Platforms assessment |
| Salesforce (Agentforce 360 + Data 360 + Customer 360) | Complete | 8 | July 17, 2026 | Read the Salesforce (Agentforce 360 + Data 360 + Customer 360) assessment |
| OpenAI (API Platform + ChatGPT Enterprise + Codex) | Complete | 8 | July 22, 2026 | Read the OpenAI (API Platform + ChatGPT Enterprise + Codex) assessment |
| Anthropic (Claude Platform + Claude Enterprise + Claude Code) | Complete | 8 | July 22, 2026 | Read the Anthropic (Claude Platform + Claude Enterprise + Claude Code) assessment |
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, or Ceded. Learn more at thectoadvisor.com.
| VENDOR | L0 Compute | 1A Storage | 1B Retrieval | 1C Pipelines | 2A Orchestration | 2B Runtime | 2C Reasoning | L3(+1) Applications |
| Dell | ||||||||
| HPE | ||||||||
| AWS | ||||||||
| VAST | ||||||||
| Google Cloud | ||||||||
| VMware | ||||||||
| Microsoft Azure | ||||||||
| NVIDIA | ||||||||
| IBM / Red Hat | ||||||||
| Oracle Cloud | ||||||||
| Cisco | ||||||||
| Palantir | ||||||||
| Kamiwaza | ||||||||
| Articul8 | ||||||||
| CoreWeave | ||||||||
| Nutanix | ||||||||
| Databricks | ||||||||
| NetApp | ||||||||
| Intel | ||||||||
| Qlik | ||||||||
| Lenovo | ||||||||
| Supermicro | ||||||||
| Salesforce | ||||||||
| OpenAI | ||||||||
| Anthropic |