The AI Core behind flexible energy
Production-grade machine learning infrastructure powering 2GW+ of optimized capacity across Europe
Platform Architecture
Data Ingestion
Market prices, weather forecasts, asset telemetry, grid signals from 50+ sources
AI Optimization
Reinforcement learning models trained on 500M+ historical data points
Automated Execution
Direct API integration with ENTSO-E, Nord Pool, and TSO platforms
Reinforcement Learning Core
Deep RL agents trained on 5+ years of European market data, continuously learning from millions of trading decisions.
Predictive Analytics
Ensemble forecasting combining weather models, grid topology, and historical patterns for day-ahead and intraday predictions.
Time-Series Database
PostgreSQL + TimescaleDB storing 500M+ data points: market prices, weather, asset telemetry, and grid signals.
Digital Twin Engine
Real-time simulation of grid state, asset status, and market dynamics for predictive congestion management.
Automated Trading
Direct integration with ENTSO-E, Nord Pool, and local balancing platforms for zero-touch bidding and dispatch.
Enterprise Security
EU-compliant data residency, end-to-end encryption, and SOC 2 Type II certification for critical energy infrastructure.
Technology Stack
ML & AI
- PyTorch (Reinforcement Learning)
- TensorFlow (Forecasting)
- Scikit-learn (Feature Engineering)
- MLflow (Experiment Tracking)
Backend & Data
- Python / FastAPI
- PostgreSQL + TimescaleDB
- Apache Kafka (Event Streaming)
- Redis (Caching)
Infrastructure
- Kubernetes (Orchestration)
- Docker (Containerization)
- Azure Cloud (EU Regions)
- Prometheus + Grafana (Monitoring)
See the platform in action
Schedule a technical deep-dive with our engineering team
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