AI Market Simulation Infrastructure

Building Intelligent Simulation Platforms
with AI & Automation.

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

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

Institutional-Grade Simulation Infrastructure — Custom for You

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

  • IBKR Market Data for 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 simulation system connected strictly to your IBKR simulation environment.

Custom Infrastructure Tailored to Your Strategy

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

IBKR Simulation Gateway
Kafka Event Streams
AI Signal Simulation
Redis Caching
Elasticsearch Logging
TJH Digital Architecture Diagram
Data Flow: Market data is ingested from the IBKR simulation environment into Kafka event streams. The AI signal engine processes this data to generate simulated trading signals, which are routed through the IBKR simulation 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 educational purposes.

Transparent Engineering & Infrastructure Pricing

Tier-1 plus Signal & Automation Session
$6,500 one-time
  • Discord service integration
  • Twitter service integration
  • Single scanner service
  • One paper trading algorithm
Platform Maintenance
$350 / month
  • VM health monitoring
  • Kafka & Redis uptime
  • Log rotation & housekeeping
Custom Strategy Engineering And Consulting
$150 / hour
  • Custom entry/exit simulation rules
  • Multi-timeframe signal logic
  • Options & derivatives simulation logic

Let’s Build Your Simulation Platform

Share your strategy goals and simulation requirements. We’ll map the architecture, data feeds, and automation scope needed to get your research stack live.

Availability: Global, remote-first delivery
Response: 1-2 business days
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