Technical Specifications

Technical
Specifications & Architecture

Complete technical requirements and architecture specifications for enterprise AI deployment with Deep Agents UI, AWS MCP integration, and local LLM models.

Complete Technology Stack

Built on proven open-source foundations with enterprise-grade enhancements for complete data sovereignty and unlimited scaling.

Deep Agents UI Layer

Frontend Framework

• Next.js 14 (React framework)
• TypeScript for type safety
• TailwindCSS for responsive design
• Real-time WebSocket connections
• Mobile-responsive (iOS/Android)

Agent Orchestration Layer

Core Engine

• LangGraph (state management)
• LangChain (agent framework)
• Python 3.11+ backend
• Async/await for concurrency
• Event-driven architecture

AI Inference Layer

Local Models

• Ollama (model serving)
• GPT-OSS 20B (local LLM)
• GGUF model format
• GPU acceleration (CUDA/ROCm)
• CPU fallback supported

MCP Integration Layer

AWS Connectivity

• 50+ AWS MCP servers
• stdio transport protocol
• HTTP/SSE for remote MCPs
• Automatic retry logic
• Connection pooling

Data Persistence

Storage Systems

• PostgreSQL 15+ (state storage)
• Redis 7+ (caching/sessions)
• NFS/GlusterFS (virtual filesystem)
• S3-compatible storage (MinIO)

Security & Authentication

Enterprise Security

• OAuth 2.0 / SAML 2.0
• LDAP/Active Directory
• JWT token-based auth
• TLS 1.3 encryption
• Secrets management (Vault)

Hardware Specifications

Detailed hardware requirements for each deployment model, from single-server installations to enterprise clusters.

Single Server (5-50 users)

Minimum Requirements

CPU:16 cores (Intel Xeon/AMD EPYC)
RAM:64GB DDR4 ECC
Storage:500GB NVMe SSD
Network:1Gbps Ethernet
GPU:Optional (NVIDIA T4/A10)
Power:300-500W

Recommended Configuration

• 32 cores @ 3.0GHz+
• 128GB DDR5 ECC
• 2TB NVMe SSD (RAID 1)
• 10Gbps Ethernet
• NVIDIA A10 (24GB VRAM)
Cost: $6K-$12K

HA Cluster (50-500 users)

Web/UI Nodes (2x)

• CPU: 8 cores
• RAM: 16GB
• Storage: 256GB SSD
• Cost: $2K each

Application Nodes (3x)

• CPU: 16 cores
• RAM: 32GB
• Storage: 512GB SSD
• Cost: $4K each

GPU Inference Nodes (3x)

• CPU: 32 cores
• RAM: 128GB
• GPU: NVIDIA A100 (80GB)
• Storage: 1TB NVMe
• Cost: $25K each
Total Investment: $120K-$165K
+ Network equipment & infrastructure

Multi-Site (500+ users)

Headquarters

• Full HA cluster deployment
• Master database & authentication
• Central GPU inference cluster
• Investment: $165K

Regional Offices (3x)

• UI caching layer
• Local Ollama instance
• Read replica database
• Investment: $100K each

Edge Deployments (15x)

• Lightweight nodes
• Sync with HQ when connected
• Offline-capable workflows
• Investment: $15K each
Total Investment: $690K
Global deployment with data sovereignty

Security & Compliance Features

Enterprise-grade security features and compliance certifications for regulated industries and government deployments.

🏦 Financial Services

✅ PCI-DSS Level 1
✅ SOX (Sarbanes-Oxley)
✅ GLBA (Gramm-Leach-Bliley)
✅ FFIEC Guidelines
✅ FINRA Compliance

🏥 Healthcare

✅ HIPAA Compliance
✅ HITECH Act
✅ FDA 21 CFR Part 11
✅ CLIA (Clinical Lab)
✅ CAP Accreditation Ready

🛡️ Government

✅ FedRAMP High
✅ FIPS 140-2 Level 3
✅ FISMA Compliance
✅ ITAR Registered
✅ DoD IL5 (Impact Level 5)

🏭 Manufacturing

✅ OPC UA protocol support
✅ MQTT IoT messaging
✅ Modbus TCP/IP integration
✅ Rockwell/Siemens PLC
✅ SAP/Oracle ERP integration

Core Security Features

🔐
End-to-End Encryption
TLS 1.3, AES-256
🔑
Multi-Factor Auth
TOTP, FIDO2, Smart Cards
📋
Audit Logging
Complete activity trails
🌐
Network Isolation
VLANs, firewalls, air-gap
🔒
Data at Rest
FIPS 140-2 encryption
👥
RBAC
Role-based access control

Performance Metrics & SLAs

Guaranteed performance metrics and service level agreements for enterprise deployments.

99.99%
Uptime SLA
HA cluster deployment
<100ms
Response Time
Local inference latency
1000+
Concurrent Users
Simultaneous sessions
∞
Query Volume
No rate limits

Advanced Technical Capabilities

Enterprise-grade technical features built for performance, reliability, and scalability in mission-critical environments.

🧠

Local AI Models

GPT-OSS 20B and open-source LLMs with GGUF format, GPU acceleration, and CPU fallback for maximum flexibility.

🔌

AWS MCP Integration

50+ AWS MCP servers with stdio transport, HTTP/SSE protocols, automatic retry logic, and connection pooling.

⚙️

Agent Orchestration

LangGraph state management with LangChain framework, async/await concurrency, and event-driven architecture.

💾

Enterprise Storage

PostgreSQL 15+, Redis 7+, NFS/GlusterFS virtual filesystem, and S3-compatible storage with MinIO.

🔒

Security Framework

OAuth 2.0/SAML 2.0, LDAP/Active Directory, JWT tokens, TLS 1.3 encryption, and HashiCorp Vault integration.

📱

Modern UI Framework

Next.js 14 with TypeScript, TailwindCSS responsive design, real-time WebSockets, and mobile-responsive interface.

Ready to Review Technical Requirements?

Schedule a technical consultation to review your infrastructure requirements and deployment architecture.