Transform raw data into high-value predictions
Deploy proven machine learning models that generate formulas for your most complex forecasting challenges , across finance, healthcare, and industrial applications , with quantifiable and validated accuracy
Prediction models that outperform consensus
Our models discover mathematical formulas from raw data, validated on years of blind holdout data across multiple domains.
Financial Forecasting
Predict retail sales, economic indicators, and market movements with accuracy that beats analyst consensus.
Industrial Prediction
Battery remaining useful life, equipment failure prediction, and maintenance optimization with MCU-deployable models.
Climate & Weather
3-month temperature predictions with 89.7% accuracy, validated against ERA5 reanalysis data.
Blind Validation
All models validated on held-out data spanning years, not months. True out-of-sample performance you can trust.
Edge Deployable
Models optimized for microcontroller deployment. No cloud dependency, no GPU required, real-time inference.
Quantifiable Value
Clear ROI through reduced warranty reserves, optimized trading positions, and better resource allocation.
From raw data to formulas
Our models don't just predict - they discover the underlying mathematical relationships in your data. Interpretable formulas you can validate, deploy, and trust.
Explore Models// Retail Sales Prediction Model // 92% directional accuracy | 14.7 year validation Input: Monthly economic indicators Output: US Retail Sales MoM % Change Formula discovered: retail_change = f( consumer_sentiment, employment_data, seasonal_factors ) MAPE: 0.392% Accuracy: 92.0% directional // Beats Bloomberg consensus (~70%)
Ready to transform your forecasting?
Access prediction models validated on years of real-world data. Deploy formulas that outperform traditional approaches.