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Advanced analytics help bank provide personalized loan offers even while automating its loan-approval process
技术
- 应用基础设施与中间件 - API 集成与管理
适用行业
- 金融与保险
适用功能
- 销售与市场营销
- 商业运营
用例
- 质量预测分析
- 补货预测
服务
- 云规划/设计/实施服务
- 数据科学服务
挑战
ING Bank Śląski 隶属于 ING 集团,需要一种响应速度更快的多渠道贷款申请系统来保持其作为现代信贷银行的竞争地位。该银行还担心新产品和促销活动的上市时间以及贷款获批后的兑现时间。该银行希望有一个系统,它不仅可以近乎实时地批准或拒绝贷款,还可以分析客户资料,以便银行可以定制最终贷款。该解决方案还需要允许银行在推出新贷款产品之前模拟和创建最佳要求,从而加快上市时间并帮助银行实现收入最大化。
关于客户
ING Bank Śląski 隶属于 ING 集团,该集团于 1991 年在波兰开展业务。该银行总部位于卡托维兹,拥有 7,000 名员工和 365 个分支机构。它为个人和企业提供零售和批发银行服务。该银行致力于保持其作为现代信贷银行的竞争地位,并不断寻找改善其服务和产品的方法。该银行的重点是提供响应迅速的多渠道贷款申请系统,可以快速高效地处理贷款申请。
解决方案
ING Bank Śląski 使用 IBM Power 720 AIX 解决方案版本、IBM Power 730 AIX 解决方案版本和 IBM Operational Decision Manager 实施了基于规则的贷款申请系统。该系统旨在近乎实时地批准或拒绝信贷,并分析客户资料,以便银行可以定制最终贷款。该解决方案还允许银行在推出新贷款产品之前模拟和创建最佳要求,从而加快上市时间并帮助银行实现收入最大化。该解决方案的实施得到了 IBM 全球业务服务 — 应用创新服务和 IBM 全球技术服务 — 集成技术服务的支持。
运营影响
数量效益
相关案例.
Case Study
Real-time In-vehicle Monitoring
The telematic solution provides this vital premium-adjusting information. The solution also helps detect and deter vehicle or trailer theft – as soon as a theft occurs, monitoring personnel can alert the appropriate authorities, providing an exact location.“With more and more insurance companies and major fleet operators interested in monitoring driver behaviour on the grounds of road safety, efficient logistics and costs, the market for this type of device and associated e-business services is growing rapidly within Italy and the rest of Europe,” says Franco.“The insurance companies are especially interested in the pay-per-use and pay-as-you-drive applications while other organisations employ the technology for road user charging.”“One million vehicles in Italy currently carry such devices and forecasts indicate that the European market will increase tenfold by 2014.However, for our technology to work effectively, we needed a highly reliable wireless data network to carry the information between the vehicles and monitoring stations.”
Case Study
Safety First with Folksam
The competitiveness of the car insurance market is driving UBI growth as a means for insurance companies to differentiate their customer propositions as well as improving operational efficiency. An insurance model - usage-based insurance ("UBI") - offers possibilities for insurers to do more efficient market segmentation and accurate risk assessment and pricing. Insurers require an IoT solution for the purpose of data collection and performance analysis
Case Study
Smooth Transition to Energy Savings
The building was equipped with four end-of-life Trane water cooled chillers, located in the basement. Johnson Controls installed four York water cooled centrifugal chillers with unit mounted variable speed drives and a total installed cooling capacity of 6,8 MW. Each chiller has a capacity of 1,6 MW (variable to 1.9MW depending upon condenser water temperatures). Johnson Controls needed to design the equipment in such way that it would fit the dimensional constraints of the existing plant area and plant access route but also the specific performance requirements of the client. Morgan Stanley required the chiller plant to match the building load profile, turn down to match the low load requirement when needed and provide an improvement in the Energy Efficiency Ratio across the entire operating range. Other requirements were a reduction in the chiller noise level to improve the working environment in the plant room and a wide operating envelope coupled with intelligent controls to allow possible variation in both flow rate and temperature. The latter was needed to leverage increased capacity from a reduced number of machines during the different installation phases and allow future enhancement to a variable primary flow system.
Case Study
Automated Pallet Labeling Solution for SPR Packaging
SPR Packaging, an American supplier of packaging solutions, was in search of an automated pallet labeling solution that could meet their immediate and future needs. They aimed to equip their lines with automatic printer applicators, but also required a solution that could interface with their accounting software. The challenge was to find a system that could read a 2D code on pallets at the stretch wrapper, track the pallet, and flag any pallets with unread barcodes for inspection. The pallets could be single or double stacked, and the system needed to be able to differentiate between the two. SPR Packaging sought a system integrator with extensive experience in advanced printing and tracking solutions to provide a complete traceability system.
Case Study
Transforming insurance pricing while improving driver safety
The Internet of Things (IoT) is revolutionizing the car insurance industry on a scale not seen since the introduction of the car itself. For decades, premiums have been calculated using proxy-based risk assessment models and historical data. Today, a growing number of innovative companies such as Quebec-based Industrielle Alliance are moving to usage-based insurance (UBI) models, driven by the advancement of telematics technologies and smart tracking devices.
Case Study
MasterCard Improves Customer Experience Through Self-Service Data Prep
Derek Madison, Leader of Business Financial Support at MasterCard, oversees the validation of transactions and cash between two systems, whether they’re MasterCard owned or not. He was charged with identifying new ways to increase efficiency and improve MasterCard processes. At the outset, the 13-person team had to manually reconcile system interfaces using reports that resided on the company’s mainframe. Their first order of business each day was to print 20-30 individual, multi-page reports. Using a ruler to keep their place within each report, they would then hand-key the relevant data, line by line, into Excel for validation. “We’re talking about a task that took 40-80 hours each week,” recalls Madison, “As a growing company with rapidly expanding product offerings, we had to find a better way to prepare this data for analysis.”