We specialise in machine learning for time series data. Our library of models can apply to any time series data, spanning over:

- Predictive Maintenance: Detect anomalies in sensor data to prevent costly equipment failure and downtime.
- Algorithmic Trading: Build high-performance signals and automated execution strategies for financial markets. 
- Energy & Grid Management: Optimise load forecasting and grid stability by predicting supply-demand fluctuations in real-time.
- Fraud Detection: Identify suspicious transaction patterns and unauthorised activities in real-time to protect financial assets. 
- Demand Forecasting: Use historical and real-time data to anticipate market shifts in retail and logistics. 
- HealthTech Monitoring: Track patient vitals and diagnostic telemetry to identify critical trends and early-warning signs. 
- Churn Prediction: Identify and retain at-risk customers by analysing longitudinal behavioural patterns. 
- IT Observability: Automate root-cause analysis and system health monitoring for complex software environments. 
- Universal Time-Series R&D: Whether it is energy grid loads, IoT streams, or economic indicators - if it is data in time, we can monitor and predict it.

DeltaML

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DeltaML

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