- AI agents and real-time digital twins help operators improve asset reliability, energy efficiency and occupant comfort across existing systems and facilities
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NVIDIA brings advanced AI and accelerated computing capabilities, while its Voyager campus serves as an early real-world proving ground for Forge Cognition
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Dell Technologies provides critical AI expertise and infrastructure, including compute and data storage, to help scale Forge Cognition from the data center to the edge
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Smarter alarm management: AI agents classify and verify building-management alarms to help operators prioritize events that need attention and reduce the number of false positives.
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Predictive asset health: Agents analyze real-time HVAC data to identify emerging equipment issues and guide maintenance, helping operators address problems before they disrupt operations.
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Energy intelligence: Digital twin simulations help operators evaluate operating changes and identify opportunities to reduce energy use while maintaining occupant comfort.
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NVIDIA Nemotron open models power agents that interpret operational data, including a True Alarm agent that classifies building-management alarms and improves through operator feedback. NVIDIA Omniverse libraries enable physically accurate simulations that help teams model building performance and test operational changes. And NVIDIA Cosmos open models with the NVIDIA Metropolis VSS Blueprint allow vision AI agents to understand, search and summarize live or recorded sensor data. The platform uses NVIDIA RTX PROGPUs and is expanding to accommodate far-edge deployments with NVIDIA DGX Spark to accelerate AI across physical operations.
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Dell Technologies provides the AI infrastructure underpinning Forge Cognition through the Dell AI Factory with NVIDIA, including Dell PowerEdge XE servers, Dell AI Data Platform data and storage engines, Dell cyber resiliency solutions and support from Dell Services, helping Honeywell Technologies develop, train and operationalize the AI models and agents that power intelligent physical operations.
“Physical AI is bringing new intelligence to the complex systems that run our buildings and industrial facilities,” said Deepu Talla, vice president of robotics and edge AI at NVIDIA. “Honeywell Technologies is combining NVIDIA AI and simulation technologies with its deep industrial expertise to help customers anticipate equipment issues, improve reliability and energy efficiency across the infrastructure they already operate.”
“The next wave of AI innovation will be driven by intelligent systems that can reason, learn and act in the context of real-world operations,” said John Roese, global chief technology and chief AI officer, Dell Technologies. “The Dell AI Factory provides the infrastructure and services that support Honeywell’s vision for intelligent physical operations.”
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Smarter alarm management: Up to 90% reduction, on average, in unnecessary alerts so operations teams can focus on what matters most.
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Predictive asset health: Monitors real-time data from HVAC assets, providing health predictions to help teams plan maintenance and reduce the risk of unplanned downtime.
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Energy intelligence: Identified up to 10% potential reduction in energy and utility consumption through more intelligent understanding and optimization of operating conditions.
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Comfort score: Maintained a comfort score above 95%, measured as a weighted average of temperature, humidity and Co2 measurement across zones, to help support a comfortable environment for workers and visitors.
NVIDIA’s Voyager serves as an example of how Forge Cognition can be applied across complex physical environments and provides a blueprint for extending these capabilities across buildings, campuses and industrial operations.
Customers can engage Honeywell Technologies today to identify and scope Forge Cognition deployments, with capabilities expanding over time.











