AI Paper Trading & Market Simulation Infrastructure

Building Intelligent Paper Trading Platforms
with AI & Automation.

TJH Digital architects fully custom, institutional-grade algorithmic research and paper trading systems using Interactive Brokers (IBKR) market data, Azure, Kafka, Redis, and modern microservices — deployed exclusively for your strategy and infrastructure.

Custom IBKR Paper Integration
AI Signal Simulation
Real-Time Kafka Streaming
Discord & Mobile Alerts
No shared bots. No pooled capital. 100% private simulation infrastructure.
What We Build

Institutional-Grade Paper Trading Infrastructure — Custom for You

We design and deploy end-to-end, production-ready market research and paper trading ecosystems that mirror professional trading firm infrastructure in simulation form.

  • IBKR Market Data for paper execution simulation
  • Azure Cloud for secure compute
  • Kafka for real-time event pipelines
  • Redis for state caching
  • MongoDB for historical analytics
Core Outcomes

From Trading Ideas to Simulation Infrastructure

You bring the strategy concept. We implement it as a fully automated research and paper trading system connected strictly to your IBKR paper trading environment.

Architecture

Custom Infrastructure Tailored to Your Strategy

Every trading strategy has unique technical requirements. We design bespoke, cloud-native paper-trading architectures that are optimized for performance, reliability, and future scalability.

IBKR Paper Gateway
Kafka Event Streams
AI Signal Simulation
Redis Caching
Elasticsearch Logging
TJH Digital Architecture Diagram
Data Flow: Market data is ingested from the IBKR paper environment into Kafka event streams. The AI signal engine processes this data to generate simulated trading signals, which are routed through the IBKR paper gateway for execution modeling. Redis maintains real-time state and positions, while Elasticsearch captures logs and metrics for monitoring, replay, and analysis.

All systems are built strictly for research, simulation, and paper trading purposes.

Transparent Engineering & Infrastructure Pricing

Custom Paper Trading Platform Setup
$3,500 one-time
  • IBKR paper gateway provisioning
  • Kafka alert & event pipelines
  • Position & risk monitoring services
  • Kibana, Elasticsearch & FluentD Integrations
  • Dashboards, ML Research
  • AI signal simulation service
Platform Maintenance
$350 / month
  • VM health monitoring
  • Kafka & Redis uptime
  • Log rotation & housekeeping
Custom Strategy Engineering
$150 / hour
  • Custom entry/exit simulation rules
  • Multi-timeframe signal logic
  • Options & derivatives simulation logic