SERVICE
Data that predicts, not just describes.
Machine Learning models applied to real business problems — with a technical plan that defines what data is needed, which model applies and what result to expect.
ml.sigmadev.co · model: churn-predict-v3
DATASET · 12,840 rows
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MODEL · GRADIENT BOOST
94.2ACC
0.91F1
0.87AUC
What we build
- ✓Predictive models (demand, churn, fraud, pricing)
- ✓Text, image or behavior classifiers
- ✓Personalized recommendation systems
- ✓Data analysis and intelligent dashboards
- ✓Anomaly detection models
- ✓Data pipelines to train and maintain models in production
When this service makes sense
- 01You have historical data and want to predict future behaviors (sales, abandonment, fraud)
- 02You need to automatically classify documents, support tickets or requests
- 03You want to personalize user experience based on their behavior
- 04You have a manual review process that could be automated with a model
Blueprint
The ML Blueprint defines available data, the appropriate model, success metrics, required infrastructure and a realistic estimate of what the model can and cannot achieve — before training anything.
Do you have a problem data can solve?
Tell us which decision you want to automate or improve. We start with the Blueprint.
Start with the Blueprint