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Elemental Machines Unveils Agentic AI Platform to Transform Lab and Facility Operations with Autonomous Decision-Making

Elemental Machines, a leader in life sciences operational intelligence, has unveiled the expanded launch of its Agentic AI Platform, marking a significant evolution in how laboratories and manufacturing facilities leverage data to drive efficiency and decision-making. The new platform transforms raw equipment, facility, and environmental data into actionable insights, enabling autonomous, intelligent responses that go far beyond traditional monitoring. At the core of the platform are two newly introduced agent-driven applications: Equipment Criticality and Sustainability. Unlike conventional systems that rely on scheduled reviews or manual prompts, Elemental Machines’ Agentic AI continuously analyzes data in real time, autonomously identifying emerging risks, optimizing operational uptime, and uncovering energy-saving opportunities. By constantly reassessing conditions, the platform ensures that priorities remain relevant and actionable, adapting dynamically as environments change. Rob Estrella, CEO of Elemental Machines, emphasized the platform’s transformative potential: “Life sciences organizations are drowning in data but thirsting for direction. Our Agentic AI Platform continuously tells you what matters most, where risk is emerging, and what actions will deliver measurable impact—without waiting for someone to ask.” Sridhar Iyengar, Ph.D., Founder and Chief Strategy & Technology Officer, highlighted the strategic focus of the initial agents: “These first Agents address two of the most pressing challenges in the industry. By applying agentic intelligence to equipment criticality and energy usage, we’re helping teams prioritize assets and eliminate waste based on real-time, verifiable data. This turns continuous operational data into clear, measurable actions that directly improve business performance.” Built on Elemental Machines’ extensive network of wireless sensors and deep integration with lab and facility systems—including LIMS, MES, QMS, CMMS, and ELNs—the platform acts as an intelligent co-pilot. It unifies fragmented data streams into cohesive, actionable guidance, empowering teams to shift from reactive firefighting to proactive, data-driven operations. The platform’s capabilities extend across research labs and enterprise-scale facilities, offering customizable dashboards, interactive floorplans, predictive analytics, and audit-ready compliance tools. With one of the industry’s broadest integration libraries and a growing partner ecosystem, Elemental Machines enables organizations to accelerate innovation, maintain scientific integrity, and maximize asset utilization. For more information or to request a demo, visit https://elementalmachines.com/agentic-ai/.

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