See the full list of Top Predictive Analytics Vendors
Enterprises that use other SAP software will likely be interested in SAP predictive analytics as it integrates easily into other products, including SAP’s flagship ERP and HANA software. This data integration is a critical component to leveraging maximum competitive advantage from a data analytics tool.
Unlike many of the other predictive analytics options, however, it does not have a public cloud deployment option, although it does deploy to SAP’s private cloud. Also, pricing may be a concern as SAP does not provide upfront cost details. In sum, SAP is for major enterprise users.
SAP Predictive Analytics integrates with other SAP software, including HANA and big data tools, to help companies derive insights from their data. It offers a self-service model with a “guided workflow” that simplifies the creation of models for users who aren’t data science experts. It incorporates machine learning capabilities and promises regulatory compliance (including GDPR compliance) and advanced security.
It received 4.1 stars from Gartner PeerInsights.
- Python API
- Data security and compliance features
- Automated data preparation
- Support for datasets with more than 10,000 columns
- Predictive modeling
- Machine learning algorithms
- Network and link analysis
- Predictive model management
- Embedded predictive insights
- Native Spark modeling
Predictive Factory, Predictive Analytics Server for Windows, Predictive Analytics Server for Linux, Predictive Analytics Desktop, Predictive Analytics Client
Extensions and integrations with Appstam Advanced Graphics, DTree, Qualex iQ-Gaming Solution, PANA, Bosch SaPHAL, Clariba, Python, Apache Spark and Hadoop, R, SAP applications.
On premise or private cloud.
Enterprises, particularly those that use other SAP applications.
Pricing and How to Buy
Available on request. Price depends on number of users and selected functionality. Free trial available.
SAP Predictive Analytics Features Chart
|SAP Predictive Analytics
|Predictive Factory, Predictive Analytics Server for Windows, Predictive Analytics Server for Linux, Predictive Analytics Desktop, Predictive Analytics Client
|• Python API
• Data security and compliance features
• Automated data preparation
• Support for datasets with more than 10,000 columns
• Predictive modeling
• Machine learning algorithms
• Network and link analysis
• Predictive model management
• Embedded predictive insights
• Native Spark modeling
|Appstam Advanced Graphics, DTree, Qualex iQ-Gaming Solution, PANA, Bosch SaPHAL, Clariba
|On premise or private cloud
|Available on request. Price depends on number of users and selected functionality.