Rectifier Layer for business pipelines

Accelerate YourBusiness.Minimize Risk.

Add a reliability layer to the forecasts your business already runs on. Rectifier stress-tests each prediction against real-world volatility before it drives decisions across margin, capacity, and execution. No pipeline rebuild required.

Electricity Forecasting

Day-ahead load forecasting across peaks, ramps, and low-demand hours, where forecast misses can affect reserve planning and dispatch cost.

Lower Cost.Better Dispatch.

Rectifier improves day-ahead forecasts before they guide reserve planning, peak response, and dispatch.

Cost impact€344kBaseline
Forecast errors112Baseline

Investment Forecasting

Return and volatility forecasts used to generate trading signals, where false alerts and missed opportunities can compound quickly once capital is allocated.

Cleaner Signals.Stronger Returns.

Rectifier improves return forecasts before they guide allocation, timing, and trading decisions.

Return impact€204kBaseline
Forecast errors169Baseline

Avocado Irrigation

Irrigation-demand forecasting for avocado orchards, where poor timing can mean over-watering, missed stress events, and avoidable seasonal cost.

Lower Cost.Smarter Irrigation.

Rectifier improves irrigation forecasts before they guide water use, timing, and crop-stress response.

Cost impact€128kBaseline
Forecast errors109Baseline

Better forecasts without replacing the model you already trust.

How it works

An existing model first produces the baseline prediction. RectifierML then reads that prediction together with recent miss behavior, returning a corrected forecast and a calibrated 95% confidence interval for downstream decisions.

Contact mgian@ics.forth.gr

For technical details, collaborations, or pricing, contact the project directly.