Optimisation
Driving Innovation
Rubiscape's Impact in the
Optimization
Solutions build with Rubiscape
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Unveiling Loyalty: Predict Customer Lifespan
AI models pinpoint high-value customers, driving targeted engagement and long-term growth.
Goal - To identify high, medium, and low-value customer segments.
- To provide personalized offers and experiences to customers.
- To allocate resources efficiently to businesses for targeting customers with the highest CLV potential and predict customer churn.
- To identify high, medium, and low-value customer segments.
- To provide personalized offers and experiences to customers.
- To allocate resources efficiently to businesses for targeting customers with the highest CLV potential and predict customer churn.
Technique - Feature Engineering, Segmentation Techniques, RFM Analysis, Clustering and classification modeling, Visualization.
- Feature Engineering, Segmentation Techniques, RFM Analysis, Clustering and classification modeling, Visualization.
Impact - Guided resource allocation, marketing strategies, and customer service efforts.
- Offering cross-selling and upselling opportunities to customers with CLV potential.
- CLV helps businesses identify risks associated with over-reliance that encourages diversification and risk management strategies.
- Guided resource allocation, marketing strategies, and customer service efforts.
- Offering cross-selling and upselling opportunities to customers with CLV potential.
- CLV helps businesses identify risks associated with over-reliance that encourages diversification and risk management strategies.
Currency Crossroads: Master FX with Insights
Navigate volatile markets, optimize transactions, and unlock global growth with advanced foreign exchange analysis.
Goal - To enable effective management of foreign exchange risk.
- To analyze exchange rate trends that helps in making informed decisions.
- To forecast accurate exchange rate for different countries.
- To enable effective management of foreign exchange risk.
- To analyze exchange rate trends that helps in making informed decisions.
- To forecast accurate exchange rate for different countries.
Technique - Statistical Analysis, Data Modelling, Time Series Forecasting, Visualisation.
- Statistical Analysis, Data Modelling, Time Series Forecasting, Visualisation.
Impact - Prescriptive analysis to make informed recommendations and decisions for optimizing future outcomes.
- Improved risk management.
- Better liquidity optimisation.
- Prescriptive analysis to make informed recommendations and decisions for optimizing future outcomes.
- Improved risk management.
- Better liquidity optimisation.
Cash Insights: ATMs Reveal Cash Trends
Analyze spending patterns, optimize services, and boost engagement with ATM transaction data.
Goal - To forecast accurate transaction volume for the ATM network, enabling effective cash flow.
- To identify suspicious patterns in ATM transactions.
- To enhance security measures and safeguarding against potential fraudulent activities.
- To forecast accurate transaction volume for the ATM network, enabling effective cash flow.
- To identify suspicious patterns in ATM transactions.
- To enhance security measures and safeguarding against potential fraudulent activities.
Technique - Statistical Analysis, Data Modelling, Time Series Forecasting, Visualization.
- Statistical Analysis, Data Modelling, Time Series Forecasting, Visualization.
Impact - Proper planning of cash flow and better liquidity optimization.
- Improved risk management.
- Customer satisfaction.
- Proper planning of cash flow and better liquidity optimization.
- Improved risk management.
- Customer satisfaction.
Forecast Smarter: The Winning Combo
Optimize inventory, boost margins, and streamline purchasing with powerful demand forecasting and procurement tools.
Goal - To forecast sales quantity for each product.
- To plan inventory based on the forecasted sales.
- To avoid stock-out situation.
- To forecast sales quantity for each product.
- To plan inventory based on the forecasted sales.
- To avoid stock-out situation.
Technique - Statistical Analysis, Feature selection and new feature generation, EDA and Clustering, Time Series Forecasting, Visualization.
- Statistical Analysis, Feature selection and new feature generation, EDA and Clustering, Time Series Forecasting, Visualization.
Impact - Provides visibility about the sales quantity in the coming period.
- Enables agile decision making in response to dynamic market conditions.
- Helps to enhance inventory management and to avoid out-of-stock situation.
- Provides visibility about the sales quantity in the coming period.
- Enables agile decision making in response to dynamic market conditions.
- Helps to enhance inventory management and to avoid out-of-stock situation.
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