Chief Technology Officer Suresh Venkatarayalu noted that the physical world requires more than raw processing power; it demands a deep understanding of how disparate mechanical systems interact. This platform aims to bridge that gap by using AI agents to model and manage real-world infrastructure in real time.

Early deployments are currently underway at Honeywell offices in Richardson, Texas, and Bangalore, India, alongside Nvidia's Voyager campus in California. The rollout extends to diverse sites including Vanderbilt University, Dubai’s Fairmont Hotel, and Singapore’s NEX Mall, testing the platform’s versatility across education, hospitality, and retail sectors.