Accelerate your digital transformation – with SAP Predictive Analytics
Why SAP Predictive Analytics?
Because our powerful predictive analytics software allows you to create better and faster predictive results, deliver machine learning at scale using a factory approach and bring predictive insights where people interact – in business processes and applications. With SAP Predictive Analytics you can:
- Automate data prep, predictive modelling, and deployment – and easily retrain models
- Harness in-database predictive scoring for a wide variety of target systems
- Leverage advanced visualisation capabilities to quickly reveal insights
- Integrate with R to enable a large number of algorithms and custom R scripts
- Deploy SAP Predictive Analytics stand-alone or with SAP HANA
Learn how SAP Predictive Analytics can simplify the lives of business users and IT staff:
- Automated analytics
Let business analysts and data scientists use automated technique to build sophisticated predictive models that can be embedded in business processes – in days, not weeks or months.
- Expert analytics
Provide a modelling environment for open-source R-based algorithms, SAP HANA PAL, and SAP Automated Predictive Library (APL). Build predictive models with a powerful drag-and-drop interface, and allow users to use their own R scripts.
- Model management
Provide end-to-end model management, maintain peak performance for thousands of predictive models, and schedule updates as needed.
- Data Manager
Data Manager provides a framework to facilitate automated data preparation. Users can define a broad set of reusable components, which can be applied to automatically create modelling data sets.
- Predictive scoring
Get individual variable contributions for every predictive model. Simulate, and score of a specific business question – in real time. Generate predictive scoring for a wide variety of target systems and directly embed the results.
- Social and recommendation
Run powerful network and link analysis to understand the connections and relationships between your customers – and discover which customers have a strong social influence. This capability can help you better manage churn, risk, and fraud.
- Advanced Visualisation
Advanced Visualisation provides an intuitive way to explore your data. Transform the results of applied predictive modelling into stunning, advanced visualisations that reveal actionable insights.
- Predictive automation
Support both SAP and non-SAP environments.
- Big Data analytics
Automate the building of predictive models based on data stored in Hadoop. Do data manipulation, model training, and retraining directly on Hadoop data using the Spark engine.
- Automated predictive library
Use the application’s automated analytics engine and data mining capabilities on your data stored in SAP HANA.
- R integration
Leverage tight integration with R to enable a large number of algorithms and custom R scripts for analysing your data.