Labs & projects

Work in progress, without invented certainty.

The lab directory documents current initiatives at the level we can support publicly. Status labels describe development state; they do not imply product availability or validated trading performance.

LAB / 001

Hybrid AI

Research programme

A modular initiative exploring how specialised analytical components, structured market context, deterministic rules, and explicit controls can support trading-system research.

Current scope

  • AI-assisted analysis
  • Market-context representation
  • Human-review checkpoints
  • System controls and diagnostics
LAB / 002

LSW EA

In development

An Expert Advisor research project focused on systematic execution, modular logic, position-state management, risk-aware architecture, and measurable behaviour in MetaTrader 5.

Current scope

  • MetaTrader 5 / MQL5
  • Modular EA architecture
  • Execution and state logic
  • Backtesting and diagnostics
LAB / 003

TickArk

Private beta

Historical tick-data infrastructure that acquires Dukascopy/JForex data, verifies repository integrity, retries recoverable periods, and prepares broker-aware exports for MetaTrader 5.

Current scope

  • Dukascopy / JForex acquisition
  • Integrity checks and repair
  • Data normalisation
  • Broker-aware MT5 export

04 / PRODUCT PATH

Research may become product.

Some modules or Expert Advisors may later become MQL5 products, research utilities, or components of broader trading systems. Publication will depend on technical readiness, documentation, supportability, and an evidence standard appropriate to the claim being made.

The current focus includes gold-market research, but the architecture is not intended to define Hybrid AI Labs as a gold-only project. Other instruments and markets may be explored where data, execution access, and the research question justify it.

05 / ENQUIRIES

Interested in the work behind a project?

Contact the lab for research, engineering, product, or partnership conversations.

Contact Hybrid AI Labs