DAMUTEK Forecast
Specialized ML solutions for the energy market.
- Electricity consumption forecasting
- Hourly D+1 forecast
- Imbalance and deviation analytics
- Accuracy history and Model Ops
Machine Learning · Forecasting · Data
Intelligent solutions powered by data
DAMUTEK builds custom ML models and industry solutions for forecasting, analytics and business process automation.
ReliableWe validate models before production deployment.
AccurateWe compare results against a real benchmark.
AutomatedWe build the full cycle from data to forecast.
Interface exampleHourly forecast
● System online
00:0004:0008:0012:0016:0020:0024:00
Model
Actual
Plan
Core solutions
Choose a direction
A ready-to-use ML product for energy and custom model development tailored to your company’s data and business needs.
Custom ML
Custom models and analytical products for unique business challenges.
- Forecasting and Time Series
- Predictive Analytics
- Data Engineering and data marts
- Model integration into business workflows
Production ML
How DAMUTEK works
A clear path from data to a working forecast.
01
DataWe collect historical data and identify constraints.02
PreparationWe clean data and engineer features.03
ModelingWe compare models and select the best fit.04
ForecastWe deploy the result to production.05
MonitoringWe monitor quality and update the model.
What else we do
ML as part of the system, not a standalone experiment
Forecasting
Consumption, demand, load, sales and other time series.
Analytics platforms
History, KPIs, deviations, model comparison and a practical working interface.
Automation
We connect data sources, calculations and models into a repeatable production process.
UM
Founder of DAMUTEK
Unar Mels
Data analytics, business process automation and ML forecasting.
Training
Go to training →
DAMUTEK corporate training programs are available in a separate section.