Dell AI Factory with NVIDIA
Complete- Retained
- 2
- Delegated
- 12
- Ceded
- 10
- Retained
- 0
- Delegated
- 4
- Ceded
- 3
- Absent
- 1
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 for portability using the Decision Authority Placement Model (DAPM): Retained, Delegated, or Ceded. Each layer also carries a decision-authority reading: who makes the runtime tradeoff, and whether you can see it and override it.
Full plain-text data: llms.txt (index) and llms-full.txt (complete assessments). Overview: What Is Layer 2C? — Methodology — Cross-vendor comparison
38 vendor assessments across the 4+1 Layer AI Infrastructure Model.
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 on portability using the Decision Authority Placement Model (DAPM): Retained, Delegated, or Ceded, and reads every layer for decision authority (who decides, visible, overridable; Absent where nothing is offered). Learn more at thectoadvisor.com.
Decision Authority Placement Model (DAPM): Retained, Delegated, Ceded. Portability counts components. Decision authority counts layers, including Absent where nothing is offered or inherited. These are profiles, not vendor scores.
Choose a focus layer and capability status to find matching assessments. Every card keeps its complete layer profile.
38 of 38 assessments
| Vendor | Status | Layers | Last Updated | Assessment |
|---|---|---|---|---|
| Dell AI Factory with NVIDIA | Complete | 8 | September 4, 2026 | Read assessment |
| HPE Private Cloud AI | Complete | 8 | September 2, 2026 | Read assessment |
| AWS AI Infrastructure | Complete | 8 | September 2, 2026 | Read assessment |
| VAST AI Operating System | Complete | 8 | September 4, 2026 | Read assessment |
| Google Cloud AI Infrastructure | Complete | 8 | September 2, 2026 | Read assessment |
| VMware Private AI Cloud | Complete | 8 | September 2, 2026 | Read assessment |
| Microsoft Azure AI Infrastructure | Complete | 8 | September 2, 2026 | Read assessment |
| NVIDIA AI Platform | Complete | 8 | September 2, 2026 | Read assessment |
| IBM / Red Hat OpenShift AI | Complete | 8 | September 4, 2026 | Read assessment |
| Oracle Cloud Infrastructure (OCI) AI Infrastructure | Complete | 8 | September 2, 2026 | Read assessment |
| Cisco Secure AI Factory with NVIDIA | Complete | 8 | September 2, 2026 | Read assessment |
| Palantir AIP + Foundry + Apollo | Complete | 8 | September 2, 2026 | Read assessment |
| Kamiwaza AI Orchestration Platform | Complete | 8 | September 2, 2026 | Read assessment |
| Articul8 AI Platform | Complete | 8 | September 2, 2026 | Read assessment |
| CoreWeave AI Cloud | Complete | 8 | September 2, 2026 | Read assessment |
| Nutanix Cloud Platform with Enterprise AI | Complete | 8 | September 2, 2026 | Read assessment |
| Databricks Data Intelligence Platform | Complete | 8 | September 4, 2026 | Read assessment |
| NetApp Intelligent Data Infrastructure | Complete | 8 | September 2, 2026 | Read assessment |
| Intel AI Infrastructure Portfolio | Complete | 8 | September 2, 2026 | Read assessment |
| Qlik (Cloud Analytics + Talend Cloud + Open Lakehouse) | Complete | 8 | September 2, 2026 | Read assessment |
| Lenovo Hybrid AI Advantage with NVIDIA | Complete | 8 | September 2, 2026 | Read assessment |
| Supermicro DCBBS & AI Data Platforms | Complete | 8 | September 2, 2026 | Read assessment |
| Salesforce (Agentforce 360 + Data 360 + Customer 360) | Complete | 8 | September 2, 2026 | Read assessment |
| OpenAI (API Platform + ChatGPT Enterprise + Codex) | Complete | 8 | September 2, 2026 | Read assessment |
| Anthropic (Claude Platform + Claude Enterprise + Claude Code) | Complete | 8 | September 2, 2026 | Read assessment |
| AMD Instinct, EPYC & Enterprise AI Suite | Complete | 8 | September 2, 2026 | Read assessment |
| Perplexity (API Platform + Enterprise + Comet + Computer) | Complete | 8 | September 2, 2026 | Read assessment |
| Mistral AI | Complete | 8 | September 2, 2026 | Read assessment |
| Snowflake AI Data Cloud | Complete | 8 | September 4, 2026 | Read assessment |
| Elastic (Elasticsearch + Agent Builder + Security + Observability) | Complete | 8 | September 4, 2026 | Read assessment |
| ServiceNow AI Platform (Now Assist + AI Control Tower + Workflow Data Fabric) | Complete | 8 | September 5, 2026 | Read assessment |
| SAP Business AI Platform (Joule + Business Data Cloud + BTP) | Complete | 8 | September 5, 2026 | Read assessment |
| Cohere (Command + Embed + Rerank + North) | Complete | 8 | September 5, 2026 | Read assessment |
| MongoDB (Atlas + Enterprise Advanced + Community + Voyage AI) | Complete | 8 | September 5, 2026 | Read assessment |
| Cloudflare (Workers AI + AI Gateway + Agents SDK + Developer Platform) | Complete | 8 | September 5, 2026 | Read assessment |
| Cloudera (Anywhere Cloud + Data Services + Cloudera AI) | Complete | 8 | September 5, 2026 | Read assessment |
| SUSE (Rancher Prime + SUSE AI + SUSE AI Factory with NVIDIA + SLES 16) | Complete | 8 | September 5, 2026 | Read assessment |
| Redis (Redis Cloud + Redis Software + Redis Open Source + Redis Iris) | Complete | 8 | September 5, 2026 | Read assessment |
| 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 | ||||||||
| AMD | ||||||||
| Perplexity | ||||||||
| Mistral AI | ||||||||
| Snowflake | ||||||||
| Elastic | ||||||||
| ServiceNow | ||||||||
| SAP | ||||||||
| Cohere | ||||||||
| MongoDB | ||||||||
| Cloudflare | ||||||||
| Cloudera | ||||||||
| SUSE | ||||||||
| Redis |