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SME Banking

Making Small/Medium Business Banking Easier The SME Banking accelerator demonstrates a model that analyzes existing known financial factors of a small business, and automatically pre-approves a loan. Further, upon request for a larger amount loan amount, the model evaluates the risk and...


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Sales Prediction using The Weather Company Data

Use machine-learning models and The Weather Company data to help you predict how weather conditions impact business performance, for instance prospective sales. What's included? A structured business glossary of 75 business terms. Sample data science assets How does it work? The...


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Manufacturing Analytics with Weather (using SPSS and Cognos)

Use machine-learning models and The Weather Company data to help you understand the impact weather has on failure rate, and identify actions you can take to save time and money. What's included? A structured business glossary of business terms. Sample data science assets A sample...


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Retail Predictive Analytics with Weather (using SPSS and Cognos)

Use machine-learning models and The Weather Company data to help you understand how a retail inventory manager, marketer and retail sales planner can quickly determine the optimal combination of store, product and weather condition to maximize revenue uplift, know what to keep in inventory,...


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Utilities Customer Micro-Segmentation

Customer micro-segmentation is a program used by utility companies to divide a company's customers into small groups based on their lifestyle and engagement behaviors. The input for this model includes customer demographic details, survey based questionnaire features relating to lifestyle,...


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Demand Planning

Predicting Demand and Providing Energy when it's Needed Efficiently managing thermal systems to produce accurate energy volumes based on anticipated demand and energy generation is critical. Generating too much energy can lead to energy spillage, while Under-generation can result in widespread...


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Insurance Claims

Process insurance claims more efficiently Processing claims are one of the biggest cost drives for insurance companies. It makes up almost 30% of an insurer's operating costs on average 1 . However, up to 70% of claims can be handled automatically, according to industry estimates 2 . This...


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Telco Churn

Predicting a customer's likelihood to leave and customize promotions The Telco Churn accelerator will demonstrate a model that predicts a given customer's propensity to cancel their membership / subscription and recommends promotions and offers that may help retain the customer. It is less...


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Cognitive Controls

The Sorbanes-Oxley Act (introduced in 2002) mandated a wide range of practices in governance, risk management and compliance. This means that the companies should explicitly identify their risks, implement risk controls that are put in place to monitor and prevent risk development, and finally...


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Emergency Response Management

Emergency Response planning involves making optimal use of limited resource Consider an emergency response use case: snowfall. There is a limited number of snowplows available and a large area to cover over a limited time period. The city manager needs to know the quickest way to provide...