Infinite Insight Engine
SAP InfiniteInsight Solution Brings Predictive Analytics to Broad Spectrum of Users.
- SAP InfiniteInsight Desktop - Includes Moderler (+ SAP Predictive Analysis and Lumira)
- SAP InfiniteInsight Engine (3-tier server architecture, inc. java web-client) - Includes: Explorer, Modeler, Scorer and Factory
- SAP InfiniteInsight Social - Can be added on top of Engine
- SAP InfiniteInsight Recommendation - Can be added on top of Engine
Capabilities of SAP InfiniteInsight include:
- Analytical data sets
- Accurate models
- Actionable scores
- Peak performance
It automates most of the predictive
analytics effort so that users can gain unprecedented customer insight
and make forward looking decisions with ease.
Analytical data sets
With the explorer feature, power users define a broad set of reusable business components, called analytical records, that are designed to be applied over and over again to automatically create the analytical data sets used for predictive modeling. This innovative approach is faster and supports less human error than traditional handcrafted techniques.
The modeler feature automates the building of sophisticated predictive models for every data mining function and helps users quickly get to the right algorithm for their business problem with a model built for accuracy and optimal results.
The scorer feature can deploy optimized scoring equations directly in database to SAP HANA and other major database platforms. Because predictive scores often feed into complex business rules and decision engines, open interfaces support integration to enterprise applications like call centers or websites.
With traditional predictive methods, it is difficult to optimize great numbers of campaigns, become overly granular in targeting or to retrain models on a regular basis without investing time and sacrificing other business priorities. With the factory capability, business users will be able to schedule model refreshes as often as needed by the business.
SAP InfiniteInsight provides a platform to
help analyze business in real time and provide predictive insight across
the enterprise by integrating predictive insight into applications,
processes and decision-making. It is a suite of tools providing
predictive analytic applications for the automated creation of accurate
and robust predictive models. These solutions replace the classic model
creation process, which is manual, repetitive and prone to human error.
SAP InfiniteInsight features include ability to build reusable analytical records for unlimited analytical data sets, one time definition of aggregates and attributes with time dependencies, provides all data mining functions: classification, regression, attribute importance, segmentation/clustering, forecasting, and association rules, scoring integration in a variety of formats: SAS, Java, C, PMML, integration to many database such as Teradata, Oracle, Sybase IQ, Sybase ASE, Vertica, Microsoft SQL Server, IBM DB2, Netezza, PostGres, MySQL, Microsoft Access, etc., statistics probability, confidence interval, input variables contributions, outlier flags.