VESTELIQ RESEARCH INTELLIGENCE

Research Hub

Central workspace for quantitative research, AI validation, explainability, risk analysis and forward testing.

RESEARCH ENVIRONMENT
RESEARCH GOVERNANCE

Evidence Before Claims

STAGING ENVIRONMENT — MOCK MARKET DATA. Forecasts, scores, prices and performance metrics shown in this environment are for software testing and research only. They are not live investment signals.

RESEARCH MODULES

Quantitative Research Workspace

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Validation LaboratoryWalk-forward testing, calibration, backtesting, transaction costs and benchmark comparison.
AI
Ensemble AIXGBoost, LightGBM, temporal deep learning, fundamental and sentiment model intelligence.
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Explainable AIWhy UP, Why DOWN, model contributions, evidence, conflicts and risk drivers.
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Risk IntelligenceVolatility, VaR, Expected Shortfall, drawdown, liquidity and position-sizing research.
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Forecast WorkspaceDirection probabilities, expected move, forecast range and model confidence.
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Stock ScreenerExplore and filter the research universe using forecast, risk and opportunity metrics.
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Paper TradingForward-test the live research workflow using simulated capital and no real money.
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Production MonitorReview prediction evidence, drift, recalibration, retraining and operational model health.
Research-only environmentVESTELIQ should move from mock data to licensed point-in-time market data before any accuracy, profitability or investment-performance claim is published.