AI System Architecture

Explore the multi-layer intelligence engine that powers SourceX's institutional-grade cryptocurrency arbitrage infrastructure

SourceX operates as a self-optimizing AI ecosystem that combines financial intelligence, risk analytics, and decentralized asset control. Unlike conventional arbitrage bots, SourceX operates off-chain and off-exchange, using a multi-layer AI decision engine to determine the most efficient trade pathways while managing liquidity, latency, and security in real time.

Core Components

Five System Layers

Each layer is designed to work in perfect harmony, creating an unbreakable chain of intelligence, security, and efficiency

1

Data Acquisition Layer

Aggregates real-time market data from 50+ global exchanges

  • Order book streaming (bid/ask)
  • Volume & depth analysis
  • Fee structure monitoring
  • API latency tracking
  • WebSocket + REST (500-1000ms)
  • Redis + PostgreSQL storage
2

AI CORE Engine

Decision-making center processing millions of data points per second

  • Pattern Recognition Engine
  • Risk Optimizer (aiPRO)
  • Execution Router
  • Protection Matrix
  • Adaptive Learning Loop
  • Q-learning + LSTM models
3

Settlement & Trade

Off-exchange settlement network for instant execution

  • Instant liquidity netting
  • Zero custody risk
  • Sub-second execution
  • Tamper-proof ledger
  • Multi-exchange routing
  • Auto reconciliation
4

Wallet Infrastructure

Multi-tier security with MPC and HSM encryption

  • User Wallets (TRC20)
  • Bridge Wallets (routing)
  • Master Vault (FIPS 140-2)
  • Auto balance sync
  • Cold storage (>100 USDT)
  • HSM encryption
5

Compliance & Audit

Full regulatory compliance and forensic traceability

  • EU MiCA + DORA + GDPR
  • UK FCA & AML5/6
  • US FinCEN compliance
  • AI decision logging
  • Trade audit trails
  • Integrity checksums
Drag to explore all layers
Decision Process

AI Decision Flow

From raw market data to executed trade in microseconds

1
Market Data
Real-time aggregation
50+ exchanges
2
AI Analysis
Pattern recognition
ML processing
3
Risk Check
Multi-layer validation
Safety protocols
4
Smart Router
Optimal path selection
Latency optimization
5
Settlement
Off-exchange netting
Instant execution
6
Secure Vault
MPC-HSM storage
Multi-tier security
7
Audit Log
Full traceability
Compliance ready
Infrastructure

Technology Stack

Enterprise-grade technologies powering every system layer

Py

Python Backend

FastAPI + asyncio

WS

Data Streaming

WebSocket + Kafka

DB

Database Layer

Redis + PostgreSQL

AI

AI Models

TensorFlow + PyTorch

HSM

Security Layer

MPC-HSM Architecture

UI

Frontend

React + Tailwind

Live Demo

AI Workflow Monitor

Watch how SourceX AI processes trades in real-time

sourcex-ai-monitor ~ v3.12
Copied!
Advantages

Why SourceX Leads

Six core advantages that make SourceX the most advanced arbitrage infrastructure

Sub-Second Speed

Real-time execution in less than one second with quantum-level routing

🔒

Bank-Grade Security

MPC custody and HSM hardware vaults protect assets 24/7

🧩

Scalable Infrastructure

Modular design with multi-region redundancy ensures 99.9% uptime

💹

Adaptive AI

Reinforcement learning continuously improves profit detection

🧾

Full Compliance

Aligned with EU, UK, and US regulatory frameworks

🌐

Total Transparency

Auditable records without exposing sensitive credentials

Technical FAQ

Common Questions

Answers to frequently asked questions about SourceX AI architecture

How does the AI CORE make trading decisions?

The AI CORE combines pattern recognition, reinforcement learning, and real-time risk assessment. It analyzes millions of data points per second, calculating profit potential by factoring in fees, liquidity depth, spread width, and execution latency. Only opportunities with positive net yield above dynamic thresholds are executed.

What is off-exchange settlement?

Off-exchange settlement means trades execute through a private network rather than directly on exchanges. This enables instant liquidity netting, avoids custody risks, and allows sub-second execution. All settlements are logged in a tamper-proof ledger for full auditability.

How secure is the wallet infrastructure?

SourceX uses multi-tier wallets with MPC and HSM encryption. Each user has a unique TRC20 wallet, bridge wallets handle routing, and a Master Vault (FIPS 140-2 Level 3) stores consolidated funds. All movements above 100 USDT are automatically forwarded to cold storage.

How does the system ensure compliance?

Built in accordance with EU MiCA, DORA, GDPR, UK FCA, AML5/6, US FinCEN, and MASAK regulations. Every action is logged including AI decisions, trade trails, wallet movements, and integrity checksums for full forensic traceability.

How many arbitrage cycles per day?

The AI engine performs 2,500-5,000 micro arbitrage cycles daily, continuously balancing market efficiency, network latency, and risk thresholds. Self-optimization logic means every cycle is smarter than the last.