Technical Specifications

System Architecture

Core Components

AI Engine Specifications

Neural Network Architecture:
├── Transformer Models: GPT-4 class language models
├── Convolutional Networks: Time-series pattern recognition
├── Recurrent Networks: Sequential decision modeling
├── Reinforcement Learning: Q-learning and policy gradients
└── Ensemble Methods: Multiple model combination

Processing Requirements:
├── CPU: 64-core ARM or x86 processors
├── GPU: NVIDIA A100 or equivalent for training
├── Memory: 512GB RAM minimum for production
├── Storage: 10TB NVMe SSD for data and models
└── Network: 10Gbps dedicated bandwidth

Blockchain Integration

Supported Networks:
├── Ethereum: Full node with archive data
├── Polygon: Validator node participation
├── Arbitrum: Sequencer integration
├── Optimism: State root verification
├── Binance Smart Chain: Full node operation
└── Avalanche: Subnet participation

Integration Methods:
├── Web3 Libraries: ethers.js, web3.py
├── RPC Endpoints: Multiple provider redundancy
├── WebSocket Streams: Real-time event monitoring
├── Graph Protocol: Indexed blockchain data
└── Custom Indexers: Protocol-specific data extraction

Data Infrastructure

Real-Time Data Pipeline

Data Sources:
├── Price Feeds: Chainlink, Band Protocol, API3
├── DEX Data: Uniswap, SushiSwap, Curve
├── CEX Data: Binance, Coinbase, Kraken
├── On-Chain Analytics: Dune, Nansen, Glassnode
├── Social Sentiment: Twitter, Reddit, Discord
└── News Feeds: CoinDesk, CoinTelegraph, Bloomberg

Processing Pipeline:
├── Data Ingestion: Apache Kafka message queues
├── Stream Processing: Apache Flink real-time processing
├── Data Validation: Schema validation and anomaly detection
├── Feature Engineering: Real-time feature computation
├── Model Inference: Real-time AI model predictions
└── Decision Engine: Strategy execution decisions

Storage Architecture

Database Systems:
├── Time-Series: InfluxDB for market data
├── Graph Database: Neo4j for relationship data
├── Document Store: MongoDB for user data
├── Cache Layer: Redis for high-speed access
├── Data Warehouse: Snowflake for analytics
└── Blockchain Storage: IPFS for decentralized data

Data Retention:
├── Real-Time Data: 24 hours in memory
├── Historical Data: 5 years in time-series DB
├── User Data: Indefinite with user control
├── Model Data: Version controlled with Git LFS
├── Audit Logs: 7 years for compliance
└── Backup Data: Geographic redundancy

Security Specifications

Cryptographic Standards

Encryption Algorithms:
├── Symmetric: AES-256-GCM for data encryption
├── Asymmetric: RSA-4096 and ECDSA-P256 for key exchange
├── Hashing: SHA-3-256 for data integrity
├── Key Derivation: PBKDF2 with 100,000 iterations
├── Digital Signatures: EdDSA for transaction signing
└── Zero-Knowledge: zk-SNARKs for privacy proofs

Key Management:
├── Hardware Security Modules: FIPS 140-2 Level 3
├── Key Rotation: Automatic 90-day rotation
├── Multi-Signature: 3-of-5 threshold signatures
├── Backup Recovery: Shamir's Secret Sharing
├── Access Control: Role-based access with MFA
└── Audit Logging: Comprehensive key usage logs

Network Security

Infrastructure Protection:
├── DDoS Protection: Cloudflare Enterprise
├── WAF: Web Application Firewall with custom rules
├── VPN: WireGuard for secure remote access
├── Network Segmentation: Zero-trust architecture
├── Intrusion Detection: AI-powered anomaly detection
└── Incident Response: 24/7 SOC monitoring

API Security:
├── Authentication: OAuth 2.0 with JWT tokens
├── Rate Limiting: Adaptive rate limiting per user
├── Input Validation: Comprehensive input sanitization
├── Output Encoding: Context-aware output encoding
├── CORS Policy: Strict cross-origin resource sharing
└── API Gateway: Kong with security plugins

Performance Specifications

Scalability Metrics

System Capacity:
├── Concurrent Users: 100,000+ simultaneous users
├── Transaction Throughput: 10,000 TPS processing
├── API Requests: 1M requests per minute
├── Data Processing: 1TB per hour ingestion
├── Model Inference: <100ms response time
└── Database Queries: <10ms average latency

Availability Requirements:
├── Uptime: 99.99% availability (52 minutes downtime/year)
├── Recovery Time: <5 minutes for critical failures
├── Data Backup: Real-time replication across regions
├── Disaster Recovery: <1 hour full system recovery
├── Geographic Distribution: Multi-region deployment
└── Load Balancing: Automatic traffic distribution

Performance Optimization

Caching Strategy:
├── CDN: Global content delivery network
├── Application Cache: Redis cluster for hot data
├── Database Cache: Query result caching
├── Model Cache: Pre-computed model predictions
├── Static Assets: Long-term browser caching
└── API Response: Intelligent response caching

Resource Optimization:
├── Auto-Scaling: Kubernetes horizontal pod autoscaling
├── Resource Monitoring: Prometheus and Grafana
├── Performance Profiling: Continuous performance monitoring
├── Code Optimization: Regular performance audits
├── Database Optimization: Query optimization and indexing
└── Network Optimization: Connection pooling and compression

API Specifications

RESTful API Design

Endpoint Structure:
├── Base URL: https://api.exonprotocol.xyz/v1
├── Authentication: Bearer token in Authorization header
├── Content Type: application/json
├── Rate Limiting: 1000 requests per hour per user
├── Versioning: URL path versioning (/v1, /v2)
└── Documentation: OpenAPI 3.0 specification

Core Endpoints:
├── /auth: Authentication and authorization
├── /users: User management and preferences
├── /portfolios: Portfolio data and analytics
├── /agents: AI agent configuration and status
├── /transactions: Transaction history and execution
├── /strategies: Strategy management and performance
├── /market: Market data and analysis
└── /webhooks: Event notifications and callbacks

WebSocket API

Real-Time Streams:
├── Portfolio Updates: Real-time portfolio value changes
├── Market Data: Live price and volume feeds
├── Agent Actions: Real-time AI decision notifications
├── Transaction Status: Live transaction confirmations
├── Risk Alerts: Immediate risk threshold notifications
└── System Status: Platform health and maintenance updates

Connection Management:
├── Authentication: JWT token-based authentication
├── Heartbeat: 30-second ping/pong for connection health
├── Reconnection: Automatic reconnection with exponential backoff
├── Message Queuing: Guaranteed message delivery
├── Rate Limiting: 100 messages per second per connection
└── Error Handling: Comprehensive error codes and messages