System Architecture

8-LAYER TECHNOLOGY STACK 01 COMPUTE GPUs · DGX · Blackwell 02 NETWORKING NVLink · InfiniBand · Spectrum-X 03 STORAGE & DATA Data platform · BlueField DPU 04 INFRA SOFTWARE Kubernetes · GPU Operator · Network Operator 05 AI PLATFORM NeMo · TensorRT · NIM · Dynamo 06 SEMANTIC LAYER Ontology · knowledge graphs · entity resolution 07 AI APPLICATIONS Copilots · agents · domain models 08 ECOSYSTEM & PARTNERS ISVs · cloud providers · integrators PRODUCTION CYCLE ENERGY + DATA raw materials PRE-TRAIN foundation models POST-TRAIN RLHF · fine-tune · align INFERENCE produce intelligence TOKENS intelligence + productivity FEEDBACK continuous learning SEMANTIC tokens → meaning DIGITAL AI AGENTIC AI PHYSICAL AI

End-to-End AI Infrastructure

Compute & Networking

GPU clusters, high-speed interconnects, and DPU-accelerated storage — the physical foundation for AI at scale.

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AI Platform Software

Training frameworks, inference optimization, and model serving — NeMo, TensorRT, NIM, and Dynamo working in concert.

Semantic Intelligence

Business ontologies, knowledge graphs, and entity resolution — transforming raw AI output into structured domain knowledge.

Applications & Ecosystem

Copilots, autonomous agents, and domain-specific models — built on the platform and extended through partners.

See How CogMesh Works Under the Hood

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