Elemental Machines, a pioneer in life sciences operational intelligence, today announced the next evolution of its operations with the expanded launch of its Agentic AI Platform. This release transforms how laboratories and manufacturing facilities turn equipment, facility, and environmental data into strategic decisions to improve operational efficiency.

The first two Elemental Machines’ Agents introduced focus on Equipment Criticality and Sustainability. Rather than waiting for human prompts or periodic review like traditional monitoring solutions, Elemental Machines’ Agentic AI Platform continuously evaluates data and guides action autonomously, moving customers into true understanding and action by continuously reassessing risk, usage, and opportunity as conditions change, ensuring priorities remain current and actionable over time. Built on the company’s extensive connectivity infrastructure and operational data foundation, the platform serves as an intelligent co-pilot that transforms fragmented data streams into practical next steps.

“Life sciences organizations are drowning in data but thirsting for direction,” said Rob Estrella, Chief Executive Officer at Elemental Machines. “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.”

The platform formally launched with its first two foundational, agent-driven applications that address critical operational challenges:

• Equipment Criticality — Generate dynamic risk scores for every asset by combining usage patterns, failure history, replacement cost, and quality impact; teams can prioritize maintenance, prevent downtime, and justify capital investments with confidence
• Sustainability — Identify when nonessential assets can be safely powered down during off-hours, translating reduced energy use into real cost savings and verified carbon-emissions reductions for ESG reporting

“These first Agents focus on two of the most critical needs 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,” said Sridhar Iyengar, Ph.D., Founder and Chief Strategy & Technology Officer at Elemental Machines. “This turns continuous operational data into clear, measurable action that directly impacts business performance.”

To learn more about the Elemental Machines’ Agentic AI Platform, visit https://elementalmachines.com/agentic-ai/ or request a demo.

About Elemental Machines

Elemental Machines’ Intelligent Operations Platform transforms raw lab and facility data into intelligence you can act on. Built by scientists and engineers who understand the demands of modern research and manufacturing environments, we connect the physical and digital worlds to simplify, optimize, and future-proof operations. From incubators to enterprise-level sites, our ecosystem combines wireless sensors, utilization tracking, custom dashboards, interactive floorplans, business intelligence tools, and seamless integrations with systems like LIMS, MES, QMS, CMMS, and ELNs, giving teams complete visibility, predictive insights, and audit-ready compliance tools. Leaders in science, facilities, and technology worldwide trust Elemental Machines to help them act faster, reduce operational risk, and shift from reactive to proactive management. With the industry’s most expansive integration library and a robust partner ecosystem, we empower organizations to accelerate innovation, ensure scientific integrity, and get more value from every asset.

View source version on businesswire.com: https://www.businesswire.com/news/home/20260108767432/en/

Elemental Machines launches its Agentic AI Platform with agent-driven criticality and sustainability applications, moving labs beyond monitoring into autonomous, data-driven action on equipment risk, operational uptime, and energy savings.