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Siemens and rhobot.ai advance collaboration with edge-native AI for manufacturing solution
Following a highly successful deployment at CarbonAMS in Ireland, this specialized, edge-native AI is now accessible through the Siemens Xcelerator digital marketplace, marking a significant step forward in industrial optimization and control.
www.siemens.com

Siemens, a global leader in industrial automation technology, and rhobot.ai, a pioneer in probabilistic artificial intelligence for industrial systems, announced the next step in their collaboration with the commercial availability of their advanced AI solution for manufacturing.
Following a highly successful deployment at CarbonAMS in Ireland, this specialized, edge-native AI is now accessible through the Siemens Xcelerator digital marketplace, marking a significant step forward in industrial optimization and control.
This collaboration brings to market a unique form of artificial intelligence, distinct from language models and copilots, designed specifically to perform the "math of manufacturing operations." It integrates directly with factory automation hardware and software on the industrial edge, enabling real-time optimization, tuning, and control of processes.
The journey began with initial validation work in 2024 with Agbotic Inc., the predecessor to rhobot.ai, where the AI-driven optimization approach was first piloted in robotic greenhouses. This foundational work has matured into rhobot.ai's robust solution, now ready to transform diverse industrial environments.
The successful deployment at CarbonAMS's anaerobic digester facility in Ireland stands as a testament to the solution's power. Without any downtime, CarbonAMS utilized the rhobot.ai Siemens Edge solution to achieve remarkable results:
- 39% decrease in digester parasitic load
- 2.5% increase in gas output
These efficiencies represent a potential annual value of over $1 billion across Europe’s 20,000 digesters, underscoring the solution's significant impact on sustainability and profitability. CarbonAMS anticipates continuous improvements and plans to deploy the application across its portfolio and beyond.
Edge-Native AI: The Language of Machines
The rhobot.ai solution is engineered to run directly on the factory edge, seamlessly integrating with existing industrial controllers. It intelligently auto-queries, analyzes, tunes machine settings, and refines control logic in combination with other process inputs, all while meeting the high reliability and control demands of serious industrial operators.
This milestone reflects the maturing of edge-native AI, deployed on Siemens IPCs and Industrial Edge Devices, that directly communicates with machines, driving a new era of intelligent manufacturing.
Edge-Native AI: The Language of Machines
The rhobot.ai solution is engineered to run directly on the factory edge, seamlessly integrating with existing industrial controllers. It intelligently auto-queries, analyzes, tunes machine settings, and refines control logic in combination with other process inputs, all while meeting the high reliability and control demands of serious industrial operators.
This milestone reflects the maturing of edge-native AI, deployed on Siemens IPCs and Industrial Edge Devices, that directly communicates with machines, driving a new era of intelligent manufacturing.

