What's under the hood
The AION Dashboard
At Aion Analytics, we monitor 700+ securities across 20+ market profiles, from the S&P 500 and Nasdaq 100 to targeted sectors like biotech, semiconductors, crypto, and AI infrastructure. Deep learning and gradient boosting models generate probabilistic forecasts across multiple time horizons. Our platform runs 4 ensemble models powering 3 machine learning forecasters, 5 statistical regime classifiers, and a dedicated crash detection model, providing real-time market regime identification so you're never trading yesterday's environment. Forecasts update hourly throughout the trading day across 3, 10, and 20 day horizons.
Risk Monitor
Thirteen independent models analyze market breadth, momentum, volatility, and trend signals simultaneously. When models align, conviction increases. Our Risk Monitor aggregates crash probabilities and exposure recommendations across every sector in real time, built on systematic, statistically validated signals and high-dimensional feature engineering, not retail indicators dressed up with a nice UI.
Monte Carlo Forecasting
Our Monte Carlo engine runs thousands of forward price paths based on current conditions, delivering a distribution of probable outcomes instead of a single guess. Combined with walk forward validation and adaptive crash detection, the terminal provides institutional grade analytics, refreshed automatically on dedicated infrastructure.