Decision Systems & Predictive Models

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

1. Define the single outcome metric with stakeholders
2. Feature engineering and baseline model on held-out data
3. Validation, explainability review, and deployment plan
4. 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

Typical engagement

From design to production — turn your data into working AI.