How we process data
Understand how we manage data through the different stages of the pipeline.
Our processing
- 24/7 Crypto Surveillance
Processes 300+ cryptocurrencies across 4 major exchanges, augmented with on-chain data for enhanced predictive accuracy and anomaly detection.
- Pre-Market Equity Preparation
All stock alphas are refreshed pre-market open and updated intraday, leveraging structured data from 2,000+ equities and unstructured data (news, filings) to avoid earnings traps.
- Dynamic Model Adaptation
Continuous real-time data ingestion ensures models automatically adjust to volatility regimes, liquidity shifts, and breaking market events.
- Asset-Specific Alpha Generation
Tailored pipelines for crypto (high-frequency on-chain signals) vs. equities (fundamental + technical hybrids) to match each asset class's unique dynamics.
- Multi-Layered Validation
Raw data undergoes cleansing, outlier detection, and regime classification before reaching models to prevent garbage-in/garbage-out scenarios.
We cannot fully disclose the details of our operations, but these key aspects set us apart.
Why trust our metrics
At Artificial Gains, we deliver the most comprehensive Statistical Arbitrage pairs in the market—handpicked for optimal risk-adjusted returns. Our advanced dashboard provides:
- High-Confidence Pairs
Rigorously tested pairs designed to minimize risk while maximizing profitability.
- Real-Time Updates
Hourly refreshes (accelerated during volatility) ensure you're always trading on the latest data.
- Institutional-Grade Analytics
Advanced metrics, calculated in real-time, give you the edge in fast-moving markets.
- Adaptive to Market Shifts
Dynamic recalibration ensures strategies stay effective across regimes.
We don't just provide data—we deliver actionable intelligence built for quant traders, by quant traders. Trust the system that prioritizes precision, speed, and results.
Next Steps
Here are some next steps to get started: