Data & Predictive Intelligence
Turn the data you already have into decisions.
Anticipate instead of react
Many businesses keep their numbers in several systems and spreadsheets, and buying and stock decisions end up depending on whoever has been there longest. Data intelligence connects that data and puts it in front of the people who decide, in time.
We start with a simple baseline, such as last year's average, and a model only goes ahead if it beats the baseline on a time-based split, not a random one. If your data cannot support the question, we tell you early and say what is missing.
All of this depends on quality data. So we start with the foundation: ingestion pipelines, data quality, and a platform suited to your scale. Before sending personal data to an external provider, we confirm the lawful basis, data-processing agreement and applicable transfer conditions with your legal advisers. We define the necessary data, appropriate pseudonymisation measures and processing locations. Recommendations are delivered into the ERP, CRM, or visualisation tools your team already uses.
What we deliver
- Demand forecasting and inventory optimisation models using time-series methods
- Customer churn prediction with alert system and automated retention triggers
- Predictive maintenance: early fault detection and intervention scheduling optimisation
- Anomaly detection across transactions, operations, and quality metrics
- Prescriptive recommendations integrated directly into ERP, CRM, or visualisation tools
- Data pipelines: ingestion, transformation, and delivery in batch or real time
- Data quality framework: profiling, validation, monitoring, and alerting
- Cloud data platform scaled to your organisation
- Monitoring dashboard with performance indicators and model drift tracking
TechnologyFor the technically curious
Data processing
DuckDB · Polars · dbt
Forecasting
MLForecast · NeuralForecast · LightGBM
Experiment tracking
MLflow