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Screenshot of a condition-based maintenance early warning dashboard using industrial Internet of Things data

SAP Predictive Asset Insights

Keep assets running by predicting, simulating, and optimizing their health with machine learning and digital twin technology.

Maximize asset availability with predictive maintenance software

Move from reactive to predictive maintenance and service with the Internet of Things (IoT).


Analyze IoT-enabled predictive maintenance data, monitor equipment behavior remotely, and gain greater insight through engineering simulations by using the SAP Predictive Asset Insights solution.

  • Cloud deployment
  • Cloud-native solutions, including SAP IoT and SAP Analytics Cloud
  • Insight from sensor data and engineering simulations
  • Process integration of end-to-end, predictive asset maintenance


SBB’s Asset Management and Reliability Journey in the Digital Age

Key Benefits

Improve service effectiveness

Increase your visibility into field assets to allow OEM and third-party service providers to offer high-margin services with lower risk.

Lower maintenance costs

Plan and package your maintenance schedules dynamically to improve resource utilization and reduce asset downtime.

Increase asset availability

Empower asset operators and service providers with data science, helping them predict failures early and implement corrective actions.

Our Customers

Key Features

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360-degree view of assets

  • Gain a full view across your asset model with a single predictive maintenance tool
  • Increase visibility into master, transactional, performance, and IoT sensor data

Advanced analytics

  • Acquire insights into failure modes and leading indicators
  • Benefit from purpose-made analytical capabilities augmented with predictive asset intelligence

Intuitive and scalable machine learning

  • Detect anomalies and predict failures without the intervention of data scientists
  • Extend the intelligence of predictive maintenance with machine learning capabilities 

Digital twin-based simulations

  • Apply ANSYS digital twin technology to analyze assets in action, over time, in a live environment
  • Engineer simulations to support virtual sensors

Build a business case

Predictive asset insight for the future

Read what's coming in IoT, machine learning, and predictive maintenance and how predictive asset insight is for the future of the enterprise.

Boost customer experiences with a unified platform

Learn how SBB optimized asset maintenance planning and processes to deliver safe and reliable travel experiences for customers.

Get Started

Jump-start your implementation and drive ROI by collaborating with industry experts, consultants, and support engineers throughout your journey.


Transform your business quickly and effectively by taking advantage of our holistic service and support plans, expert consulting services, custom application development, proven best practices, and deep industry and technical knowledge.


Help keep your SAP solutions running at peak performance with our IT experts and support services, including long-term plans, embedded teams, remote technology support, self-service portal, and innovation strategies.

Security and compliance

Focus on your business and customer relationships, while keeping your data safe and reliable. SAP takes a proactive, predictive approach to maintaining compliance and data security in the cloud and within an on-premise data center.

Questions? Get in touch!

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