Predictive Analytics

The wealth of data affords deep insights into scenarios as they occur, but using SAP’s advanced predictive analytics, national security professionals can make better-informed decisions on potential outcomes. SAP’s predictive algorithms and machine learning tools assess the likelihood of future outcomes to help you better protect American lives and assets, and stay a step ahead of the adversary.

SAP Predictive Analytics

Create, deploy, and maintain thousands of predictive models with SAP Predictive Analytics. This on-premise product can help you anticipate future behavior and outcomes – and guide better, more profitable decision making across your digital business.

SAP Analytics Cloud

Our cloud-based predictive analytics software works alongside the business intelligence (BI) and planning tools in SAP Analytics Cloud – so you can discover, visualize, plan, and predict in context. Utilize lightning-fast SAP HANA in-memory technology and machine learning to uncover relevant predictive insights in real time.

Capabilities

Model Management

  • Deploy and embed thousands of predictive models directly into business processes.
  • Scale and maintain peak performance for every model – and schedule updates as needed.
  • Manage the entire predictive modeling lifecycle – from data prep to model building, evaluation, deployment, and monitoring.

Predictive Modeling

  • Build predictive models in days with automation and configuration features – no coding required.
  • Gain easy access to a wide variety of machine learning algorithms.
  • Take advantage of native predictive modeling with Big Data.

Predictive Data Management

  • Accelerate data preparation and join historical data sets such as demographics, transactions, and service calls.
  • Create and manage massive analytical datasets with up to 50,000 columns.
  • Increase your ability to derive more accurate and predictable results.

Predictive Network and Link Analysis

  • Represent data in graphs to show product or entity associations.
  • Extract and explore links between your customers and social influencers.
  • Generate product recommendations based on social network analysis.
  • Use geo-referenced data to build models and visualize the most-visited geographic locations.

Scoring

  • Score data faster and apply predictive models in databases, as soon as events occur.
  • Generate code for a variety of target databases.
  • Embed accurate predictive results into business processes.