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Artificial Intelligence

With AI we turn your data into actionable insight — fault prediction, cost savings and operational excellence.

AI + Digital Twins

Artificial Intelligence-Enabled Digital Twins

While conventional simulation-based or field data-driven twins have been around for years, they were not able to deliver some of the most crucial promises of the digital twin concept. Simulation can never fully resemble the behavior of real-life objects due to contamination, wear or simply immeasurable operational parameters.

AI bridges this gap — turning your data into actionable insight and competitive advantage.

Artificial intelligence
How AI Helps

How Digital Twins Profit from AI

The promise delivered — AI unlocks capabilities that pure simulation cannot achieve

Fault Prediction
AI allows building various predictions based on sensor readings and past experiences. This can help predict faults and perform condition-based maintenance, saving costs and optimizing operations.
Operational Mode Identification
AI helps build "virtual sensors" providing insight into previously invisible data — classifying operational modes of equipment based on real-time data for optimal performance.
Adjustment Over Time
As the physical prototype changes its features over time, the twin is adjusted to match. This allows for more precise results in virtual commissioning, training and operations optimization.
Other AI Applications

Other Cost Savings with AI

It is not about digital twins only — AI can greatly help save costs in industrial and residential environments.

01
Cooling & Ventilation Costs
Overcooled and under-ventilated buildings are typical, especially in the hospitality sector. We help optimize climatization mode with AI so that the building stays comfortable with less spending on power.
02
Power Costs
Peak power consumption often happens only periodically but drives the tariff up. With AI we help make your power consumption more even over time and save costs through tariff group optimization.
03
Maintenance Costs
Avoid unplanned downtime on your critical equipment by implementing AI tools to predict wear and contamination, faults and breakdowns before they cause disruption.
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