Technology · research to execution

From market intelligence to deterministic execution.

AI accelerates analysis and challenges assumptions. Only reviewed, validated, compiled releases go live.

MQL5 sourceEX5 runtimeMetaTrader 5Amsterdam VPS
TPC / TTechnology release path
Controlled build
Research environment01–03 · Adaptive analysis
  1. 01MarketNormalized inputs
  2. 02FrameRegime context
  3. 03ValidateRobustness gates

Iterative research · no direct live path

Release boundary
04 · Reviewed MQL5EX5Versioned artifact

Controlled handoff

Live execution05 · Supervised runtime
AmsterdamVPSMetaTrader 5
  • Unique ID
  • Risk envelope
  • 24/5
Research can adaptProduction remains controlled

Market intelligence array

Multiple data layers. One normalized research frame.

Scale never distorts importance; no single source dictates the outcome.

01

Price + ticks

Tick-level and historical price: the empirical base.

02

Liquidity + spreads

Execution conditions weighed alongside directional behavior.

03

Volatility

Realized volatility frames each bot's operating conditions.

04

Macro context

Selected economic context informs research. It never dictates a trade.

Normalization + fusionNormalized research frame

Regime framing

Context before behavior.

Current conditions match against historical archetypes: trend, range, volatility, liquidity, transition. Classification informs research and portfolio decisions; never a forecast.

AI-assisted research

Models challenge assumptions. They never control production.

Parallel models drive research and engineering; live execution stays deterministic and governed.

AI assists

Analyze, compare, challenge, support engineering.

  • Explore market and regime context
  • Challenge strategy hypotheses
  • Support code review and iteration
  • Surface assumptions for deterministic testing
ValidationGATEHuman-governed

AI does not

Control live changes, approve releases, or place trades.

  • No unconstrained live self-modification
  • No direct model-to-order path
  • No bypassing validation
  • No disclosure of proprietary strategy logic

Operational separation

Research is a laboratory. Live execution is controlled.

A compilation-and-release boundary, a physical and digital air-gap, separates research from the dedicated Amsterdam MetaTrader VPS.

Research environment

Explore + validate

Market intelligenceRegime analysisAI-assisted researchBacktesting + stress testing
Adaptive · iterative · non-executing
Reviewed MQL5EX5Versioned release Controlled boundary

Live execution environment

Execute + supervise

Live roster · 13 algo botsUnique identifiersIndependent risk envelopesMonitoring + account-level referee
Compiled · deterministic · 24/5

Continue to validation

See how a candidate earns promotion.

Open the validation pipeline