AI Reference Architecture

Explore our comprehensive AI architecture with interactive 3D visualization, showcasing the layered approach to building scalable AI systems.

Enterprise-Grade Security

Multi-layered security architecture designed for maximum data protection

Network Security

Public-key cryptography with TLS/mTLS encryption

  • Node-to-node authentication
  • End-to-end encryption
  • Zero-trust architecture

Data Privacy

Complete data sovereignty within your network

  • On-premise deployment
  • No external data transfer
  • Private model hosting

Access Control

Enterprise authentication integration

  • OAuth 2.0 / OIDC
  • API Keys & mTLS
  • Role-based access

Identity Management

Unique node identities with cryptographic keys

  • PKI infrastructure
  • Secure key provisioning
  • Audit logging
SOC 2 Type II Compliant Architecture

Technical Architecture

Decentralized P2P infrastructure for distributed AI model inference

Client Layer

Application entry point with intelligent routing

Client LibraryRequest OrchestrationDHT Query Interface

Distribution Layer

Cluster discovery and coordination

Distributed Hash TableBootstrap NodesPeer DiscoveryLoad Balancing

Compute Layer

Distributed model execution across nodes

Server NodesModel ShardingGPU/CPU ResourcesKV Cache Optimization

Storage Layer

Model blocks and state management

Model BlocksDistributed StorageState ReplicationData Redundancy
Low Latency
Fault Tolerant
Auto Scaling
P2P Network

Distributed Neural Network

Collaborative computing network that makes powerful AI models accessible to everyone through distributed processing across multiple server nodes worldwide.

Agent Grid

Distributed inference nodes powering AgentOS workflows across global infrastructure

10
Compute Nodes
63.7B
Total Parameters
46
Active Shards
4.4ms
Avg Latency
TLS 1.3
WireGuard
WireGuard
Noise NK
Noise NK
AES-256-GCM
AES-256-GCM
ChaCha20-Poly1305
ChaCha20-Poly1305
QUIC mTLS
QUIC mTLS
mTLS 1.3
mTLS 1.3
IPsec IKEv2
IPsec IKEv2
NVLink Enc
RDMA TLS
VPN Mesh
AES-256-GCM
AES-256-GCM
TLS 1.3
TLS 1.3
E2E AES-256
User Request

Natural language queries, agent tasks, and workflow triggers enter the distributed inference grid

Ingest Router
Throughput12K req/s
Latency<2ms
OFFICE-WORKER-01
Austin, TX
Consumer
NVIDIA RTX 4090 24 GB
Embedding Layer2.1B params
CPU55%
Memory72%
OFFICE-WORKER-02
Portland, OR
Consumer
AMD Ryzen 9 7950X + RX 7900 XTX
Token Mixer1.4B params
CPU45%
Memory61%
MAC-01
San Francisco, CA
Apple Silicon
Mac Studio M2 Ultra 192 GB
Attention Heads8.4B params
CPU71%
Memory78%
MAC-02
Denver, CO
Apple Silicon
MacBook Pro M3 Max 96 GB
Local Cache0.8B params
CPU34%
Memory44%
Shard Aggregator
Throughput8.4K req/s
Latency<5ms
Load Balancer
Throughput14K req/s
Latency<3ms
ENT-DC-01
Ashburn, VA
Enterprise
NVIDIA H100 SXM x8
FFN Blocks28B params
CPU79%
Memory88%
ENT-DC-02
Frankfurt, DE
Enterprise
AMD Instinct MI300X x4
KV Cache12B params
CPU70%
Memory79%
AWS-01
us-east-1 (Virginia)
Cloud
AWS p5.48xlarge (H100 x8)
Normalization4.2B params
CPU36%
Memory52%
AZ-01
West Europe (Netherlands)
Cloud
Azure ND H100 v5
Output Head6.8B params
CPU57%
Memory64%
Response Assembly
Throughput6.2K req/s
Latency<8ms
Secured Response

Encrypted, validated results delivered back to the requesting agent or user

Consumer GPU / CPU
Apple Silicon
Enterprise GPU
Cloud Provider
Active
Idle

AI AgentOS

Revolutionary operating system designed specifically for AI agents and applications, providing the foundation for our enterprise infrastructure.

Architecture Layer Stack

Complete software architecture breakdown showing how each layer contributes to the overall AI processing pipeline.

AI Architecture Layers

Modular architecture stack for enterprise AI systems

AI Agents

Distributed Private LLM Cloud

Tools/MCP

RAG

Context Aware Generation

Long Term Storage

Short Term Memory

Micro Services

Physical/Virtual Server/PC Nodes
Physical/virtual servers running LLM layers
8
Architecture Layers
Scalable Nodes
99.9%
Uptime SLA
24/7
Monitoring
Neural Architecture

Agent Collaboration Network

Watch AI agents work together in real-time to solve complex tasks

Distributed Neural Network

AI agents powered by LLMs sharded across private, user, and cloud compute -- secured with credit-card transactional-level encryption between every agent and shard

PCI-DSS Compliant
End-to-End Encrypted
Multi-Zone Sharding
Document Review
Data Analysis
Travel Planning
Document Review
Legal & compliance
Data Analysis
Pattern recognition
Travel Planning
Itinerary generation
Coordinator
Syncing

Planning & Orchestration

Analyzer
Syncing

Data Analysis & Insights

Executor
Standby

Task Execution

Validator
Standby

Quality Assurance

Output
Secured Result
Encrypted Transport Layer
PCI-DSS Level Security
End-to-End Encrypted
Distributed LLM Shard Infrastructure
Private Cloud

On-premises LLM shards in your secure data center

3 shards
User Compute

Edge-distributed LLM shards on authorized devices

4 shards
Cloud Compute

Elastic LLM shards in secured cloud infrastructure

5 shards
Receive
Analyze
Execute
Validate
Complete

Coordinator

Plans and orchestrates tasks

Analyzer

Processes and analyzes data

Executor

Executes assigned tasks

Validator

Validates and verifies results

Intelligent Architecture Components

Large AI Interface

Unified interface layer for managing all AI operations and orchestrating complex workflows

Retrieval-Augmented Generation

Advanced RAG implementation with real-time knowledge retrieval and context awareness

Long Term Storage

Persistent, scalable storage infrastructure for training data and model artifacts

Context Aware Generation

Dynamic content generation with deep understanding of user context and intent

Application Integration

Seamless inter-application communication with automated UI generation

Modular Design

Composable architecture allowing for flexible deployment and scaling strategies

Enterprise-Grade Infrastructure

Built on a foundation of scalable, secure, and intelligent components that adapt to your organization's evolving AI needs.

  • Microservices-based modular architecture
  • Auto-scaling compute and storage layers
  • Real-time data streaming and processing
  • Multi-tenant security and isolation

Ready to Build on Our Architecture?

Discover how our layered AI architecture can transform your enterprise infrastructure.