Reports
AI-generated structured vendor updates
NVIDIA Collaborates with Energy Leaders on AI Factory-Grid Integration Architecture
NVIDIA and Emerald AI introduced a new architecture treating AI factories as intelligent grid assets, combining accelerated computing, real-time energy orchestration and reference designs. The Vera Rubin DSX-based approach enables dynamic grid response and has gained support from multiple energy providers.
NVIDIA Unveils Physical AI Data Factory Blueprint and Frontier Models
NVIDIA launched three physical AI frontier models and an open Physical AI Data Factory reference architecture at GTC 2026, converting computation into synthetic training data via Cosmos world model and OSMO operators. The Omniverse DSX digital twin blueprint enables validation and real-time AI inference integration with Jetson modules.
NVIDIA and Emerald AI Demonstrate Dynamic Energy Adjustment in AI Factories
NVIDIA partners with Emerald AI to demonstrate grid-responsive energy management on a 96 Blackwell Ultra GPU cluster, using NVIDIA System Management Interface for real-time power telemetry and Emerald AI Conductor to dynamically adjust energy use while maintaining high-priority AI workload performance.
NVIDIA Defines Flexible AI Factory as Dispatchable Grid Asset
NVIDIA partners with energy firms to introduce Flexible AI Factory concept, using AI platform to dynamically align computing loads with grid demand. This transforms AI data centers from energy consumers to prosumers with grid support capabilities through software-defined optimization.
Check Point Releases AI Factory Security Blueprint Covering GPU to LLM Protection
Check Point introduces an AI Factory security architecture blueprint, establishing full-stack protection from GPU hardware layer to LLM prompt layer through a zero-trust framework.
Check Point Releases AI Factory Security Blueprint with Layered Protection Architecture
Check Point released an AI Factory Security Blueprint defining an end-to-end security framework from GPU infrastructure to model governance. The architecture embeds security measures throughout the AI development and operations lifecycle, addressing risks like data poisoning and model theft.
HPE Launches AI Grid with NVIDIA to Unify Distributed Inference Clusters
HPE announced the AI Grid at NVIDIA GTC, an end-to-end solution built on NVIDIA's reference architecture to securely connect distributed AI factories and inference clusters into a single intelligent system. It enables service providers to deploy and operate thousands of edge inference sites, meeting the predictable, low-latency infrastructure requirements of AI-native applications.
NVIDIA Mass Produces Dynamo 1.0 Inference OS, Strengthening AI Factory Platform Strategy
NVIDIA begins mass production of Dynamo 1.0 inference OS, providing a unified software layer to coordinate AI inference workloads across data centers, cloud and edge. The system simplifies large-scale AI model deployment through standardized runtime and scheduler, abstracting infrastructure management.
Cisco Expands Secure AI Factory with NVIDIA to Edge and Security
Cisco expands its Secure AI Factory with NVIDIA to enable AI deployment from data centers to edge sites, adding security capabilities like firewall policy enforcement on DPUs and AI Defense integration, offering flexible architecture options to accelerate production scaling.
NVIDIA Releases AI Factory Reference Design and Digital Twin Blueprint
NVIDIA unveiled Vera Rubin DSX AI factory reference design and Omniverse DSX digital twin blueprint, built on Spectrum-X Ethernet, Quantum-X800 InfiniBand and BlueField-3 DPU. The architecture connects real-world sensors with digital twins for continuous AI model training and optimization, extending AI computing from data centers to physical world automation.
HPE Deepens AI Factory Partnership with NVIDIA, Unveils Full-Stack Supercomputing Solutions
At GTC 2026, HPE announced enhancements to its NVIDIA AI Computing portfolio, introducing full-stack solutions for large-scale AI factories and supercomputers. The offerings integrate compute, GPUs, networking, liquid cooling, software, and services to improve deployment efficiency and time-to-insight.
HPE Deploys Sovereign AI Factories with NVIDIA at National Labs
HPE announces a collaboration with NVIDIA to deploy liquid-cooled sovereign AI systems at Argonne National Laboratory in the U.S. and HLRS in Germany. This move aims to provide government and research institutions with AI infrastructure that meets data sovereignty and compliance requirements, accelerating the deployment and scaling of their AI initiatives.
NVIDIA Proposes Five-Layer AI Cake Theory Defining Infrastructure Buildout Framework
NVIDIA CEO presented a five-layer AI development framework at Davos, systematically outlining full-stack construction from energy infrastructure, compute infrastructure, AI models, AI applications to industry AI factories. The framework emphasizes hierarchical synergistic development driven by generative AI, providing an ecosystem perspective for enterprise AI strategy planning.
Palo Alto Networks Advocates Service Provider Shift to Secure AI Factory
Palo Alto Networks proposes service providers transform into 'secure AI factories' by building integrated platforms for AI development, deployment, governance, and security. The platform emphasizes embedded security layers for proactive protection against model poisoning and data leaks, repositioning security from cost to business enabler.
NVIDIA Collaborates with Eli Lilly to Build AI Pharma Factory
NVIDIA partners with Eli Lilly to establish an AI-powered pharmaceutical factory, utilizing GPU and AI software to accelerate biomolecular simulation and drug design. This represents AI's evolution from辅助工具 to core production infrastructure.
Cisco Partners with NVIDIA and VAST on End-to-End Secure AI Data Platform Architecture
Cisco partnered with NVIDIA and VAST to deliver a deployable AI data platform reference architecture integrating compute infrastructure, data platform, and security layers. The architecture employs Cilium for K8s networking, Tetragon for runtime security, and AI Defense for application protection, enabling full lifecycle security from data to AI applications.
Cisco Expands AI Security Architecture and Launches Partner Incentive Program
Cisco launched new solutions for AI agent security, expanding AI Defense to protect AI application supply chain and model integrity, and introducing SASE for Agentic AI with automated detection and access control. The company also added AgenticOps autonomous remediation in Security Cloud Control and enhanced identity security with Duo for Active Directory.
Cisco Partners with NVIDIA to Launch Australia's First Sovereign AI Factory
Cisco collaborates with Sharon AI to deploy an AI factory in Australia powered by 1024 NVIDIA Blackwell Ultra GPUs, integrating UCS servers, Nexus Hyperfabric, and VAST Data storage for in-country AI processing.
NVIDIA Tops Data Center Ethernet Market: GPU Compute Dictates Network Architecture
IDC reports NVIDIA captured 21.5% of the data center Ethernet switch market in Q1 2026, with $2.1B revenue. This milestone, driven by the Spectrum-X platform using RoCE and NVLink, marks a control shift where GPU compute dictates network architecture, directly challenging Cisco and Arista.
NVIDIA Tops Data Center Ethernet Switch Market: AI Factory Reshapes Networking Landscape
IDC reports NVIDIA as the #1 data center Ethernet switch vendor in Q1 2026 with $2.1B revenue (+192.7% YoY). This is driven by the Spectrum-X platform, a vertically integrated ecosystem of Spectrum switches, BlueField DPUs, and LinkX cables, purpose-built for AI GPU clusters, signaling a fundamental shift from general-purpose to AI-optimized networking.