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Alteryx > 实例探究 > RCI 银行和服务利用 Alteryx 转变数据管理并推动业务向前发展

RCI Bank and Services' Transformation in Data Management with Alteryx

技术

分析与建模 - 数据即服务
分析与建模 - 预测分析

适用行业

汽车
金融与保险

适用功能

质量保证
销售与市场营销

用例

欺诈识别
库存管理

服务

数据科学服务

挑战

RCI 银行和服务面临金融服务领域数据管理和数字化的挑战。他们拥有多种未集成的工具和系统，导致效率低下并减少创新。

关于客户

RCI 银行和服务是雷诺集团的金融服务品牌，在汽车行业运营。他们为个人和公司提供信贷便利和融资，重点关注数字化和数据管理。

解决方案

RCI 实施了数据管理和分析平台 Alteryx，以简化流程并统一数据。这使他们能够自动化任务、改进数据处理并创建预测模型以做出更好的决策。

运营影响

The implementation of Alteryx technology has led to a qualitative leap for RCI in terms of data management, complex predictive modeling, and staff resource optimization. For example, RCI receives around 200,000 emails every year. With Alteryx, a connection with SFDC was established and using certain keywords, a predictive model was created. The company is now able to classify the emails into 40 categories with a 90% success rate. The company also increased automatic credit acceptance by applying Alteryx-trained predictive logistic regression models. This has had a significant impact on the company’s efficiency and on its budget. Finally, the company has reduced manual checks in a big way, thanks to the fraud detection model. With these time savings, agents have reduced fraud by 40%. This also has a major impact on the cost of risk, which has now decreased by approximately 30%, saving several million Euros per year and significantly increasing net revenue.

数量效益

+30% credit automatically accepted
200,000 emails automatically managed with a 90% hit rate
-50% reduction in fraud

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