Mastering the Message with Predictive Analytics
公司规模
Large Corporate
产品
- Zementis Predictive Analytics
技术栈
- PMML (Predictive Model Markup Language)
- R programming language
实施规模
- Enterprise-wide Deployment
影响指标
- Productivity Improvements
- Cost Savings
技术
- 分析与建模 - 预测分析
适用功能
- 销售与市场营销
用例
- 质量预测分析
- 实时定位系统 (RTLS)
- 需求计划与预测
服务
- 数据科学服务
关于客户
The company is a top marketing agency with a global, omni-channel presence. It focuses on multi-platform digital marketing solutions and campaigns, utilizing all points of contact to deliver impactful messages to the right audiences. The company's core services include a marketing management platform, a big data analytics application, and customized marketing campaigns. It is at the vanguard in an industry that has undergone a dramatic digital transformation.
挑战
The company, a leading marketing agency, was facing challenges due to the overwhelming volumes of data, the industry-wide revolution in digitalization, and a disruptive media and advertising environment. The company needed to deliver marketing messages to customers where they are, when they are receptive, and perfectly optimized for the right device or medium. They also needed to move beyond simple, post-campaign analysis to a set of analytic techniques that incorporated probability, statistics, algorithmic modeling, data mining, and machine learning. The volumes of data, computational resources, and technical knowhow required for this were tremendous.
解决方案
The company turned to Zementis Predictive Analytics to handle the overwhelming data volumes and to provide the necessary analytic techniques. Zementis Predictive Analytics offered a plug-in decision engine and standards-based deployment platform for industry-leading analytics and data warehouse systems. This allowed the company to scale without the bottleneck of writing custom code by hand. The solution also helped accelerate batch processing to score large data sets, while simplifying user experience, and standardizing business process adoption and discipline. Furthermore, Zementis Predictive Analytics enabled the company to make rapid assessments of campaign successes and positioning in near-real time, allowing for adjustments to be made as campaigns ran.
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