Case Studies

Case Studies

Credit decisioning: Finding customers and managing risk

To improve their value offering to their customers, our client needed models readily available that could score in real-time, generate better credit scores and score for various points in the credit life cycle, from pre-scoring a prospective customer

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Implementing a Champion-Challenger Machine Learning System in the Financial Services Sector

Our team developed a machine learning framework for a major player in the South African financial services industry. We introduced a Champion-Challenger system to allow newer models to be tested against the "champion" models in a live environment.

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Fingerprinting devices to identify fraud

The client faced issues with fraud related to loans on credit card machines. Vendors and sales agents were exploiting the system; vendors by obtaining loans on multiple devices fraudulently, and sales agents by earning Installation commissions.

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Predictive Maintenance on Tyre Failure

Spatialedge designed and implemented a predictive maintenance solution for a client in the mining industry. The solution used existing fleet data to determine when tyres are likely to need replacing

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Predicting and Preventing Roadside Tragedies

In order to reduce road incidents, a government department focusing on traffic management and road safety, sought to innovate their approach. They recognised the need for predictive models to forecast hotspots and enable prevention strategies.

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Assisting retail planners and buyers through a basket analysis decision app

Basket Analysis involves analysing the purchasing patterns of consumers by observing the different combinations of goods shoppers buy together. This action allows retailers to quantify consumer behaviour.

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Markdown Optimisation

The fashion landscape is constantly changing as new trends arise. Retailers closely monitor these changing trends to aid in purchase decisions and predict sales. As one trend replaces the other, retailers mark down stock to drive the last sales.

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Head Office

Trumali House, Stellenbosch

UK Office

27 Old Gloucester Street, London

Copyright © Spatialedge, all rights reserved.

Head Office

Trumali House, Stellenbosch

UK Office

27 Old Gloucester Street, London