Driving Innovation
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Banking Industry
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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.
Listening In: Insights with Audio Analytics
Beyond speech, audio reveals emotions, behaviors, and trends, driving better decisions.
Goal
- To identify anomalies in customer-operator interactions.
- To identify factors affecting customer satisfaction .
- Behavioral analysis of Customer and Operator.
- To identify anomalies in customer-operator interactions.
- To identify factors affecting customer satisfaction .
- Behavioral analysis of Customer and Operator.
Technique
- Audio processing, Audio Diarization, Speech to Text, Text translation, Sentiment Analysis, Topic Modelling.
- Audio processing, Audio Diarization, Speech to Text, Text translation, Sentiment Analysis, Topic Modelling.
Impact
- Improvement in CSAT and reduced customer complains.
- Identify most frequently inquired new requirements by the customer.
- Early warning for customer issues and proactive corrective actions.
- Better operator performance
- Improvement in CSAT and reduced customer complains.
- Identify most frequently inquired new requirements by the customer.
- Early warning for customer issues and proactive corrective actions.
- Better operator performance
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.
Confident Lending: Credit Risk Solved
AI-powered analysis unlocks credit risk insights for smarter lending decisions.
Goal
- To delve deeper into customer behaviour.
- To extract valuable insights
- To predict creditworthiness more effectively than ever before.
- To delve deeper into customer behaviour.
- To extract valuable insights
- To predict creditworthiness more effectively than ever before.
Technique
- Support Vector Machine, Random Forest, KNN, MLP Neural Network, Extreme Gradient Boosting.
- Support Vector Machine, Random Forest, KNN, MLP Neural Network, Extreme Gradient Boosting.
Impact
- Improved profitability and business growth, based on influencing qualitative factors.
- Management can craft policies that drive their business to achieve its goals.
- Identify possible threats and estimate their likely impacts.
- Improved profitability and business growth, based on influencing qualitative factors.
- Management can craft policies that drive their business to achieve its goals.
- Identify possible threats and estimate their likely impacts.
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