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We need to predict or optimise something critical.
Decision Systems & Predictive Models
One business outcome, delivered: a predictive model or decision dashboard tied to something that moves your metrics — pricing, demand, risk, churn, or operations.
Build & Deploy4-12 weeks
What you get
- ◆Custom ML model (XGBoost, forecasting, or equivalent)
- ◆Or a decision dashboard with live data connections
- ◆Tied to one specific business outcome — not a wall of charts
- ◆Full documentation and knowledge transfer to your team
Ideal for
- Operators who need one metric to move — not a wall of dashboards
- Teams with historical data ready for forecasting or classification
- Leaders who want explainable models tied to a business decision
How we deliver
- Define the single outcome metric with stakeholders
- Feature engineering and baseline model on held-out data
- Validation, explainability review, and deployment plan
- Handover with monitoring hooks and retraining guidance
Why DataDiwan
Every model validated against your business goal and tested on out-of-sample data before it ships. We don't hand over black boxes.
Related case study
Epidemic Demand Forecasting for Regional Healthcare →Typical engagement
From design to production — turn your data into working AI.
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