How We Make Data Your Most Powerful and Usable Ally
Backed by over a decade of data derived from monitoring tens of thousands of assets every 15 seconds, every day of the year, we have built a highly robust suite of proprietary business intelligence (BI) analytical tools, including AI-based learning models. Our team of expert data scientists and engineers continuously enhance these tools to ensure deeper insights and superior outcomes. For regulated teams, the validated core comes first, with advanced analytics/AI features available as opt-ins, configurable to your SOPs.
Transforming Data Into Decisive Action
We leverage advanced analytics, BI, and AI solutions that are purpose-made for labs and manufacturing. The result is context that enables confident action for LabOps and quality teams, not more noise.
Tapping into the potential of time-series data and deep analytical expertise — a top priority since our inception — our platform offers predictive insights that streamline operations and outflank one of your biggest potential threats: equipment failure.
Our solutions are GxP-ready with 21 CFR Part 11-aligned records and audit histories.
Elevating Your Operations With Contextual, Predictive Power
At Elemental Machines, our analytics, BI, and AI capabilities encompass a broad range of predictive and customizable solutions, designed to meet the unique needs of your lab or manufacturing operation. Through our AI-Powered Health Score, Dynamic Data Reports, Agentic AI Platform, and innovative collaborations, we turn raw data into immediately usable insights:
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Future-proof operations with AI-Powered Health Score
Utilizing data pulled from our hardware, we can forecast potential freezer issues well in advance, allowing for strategic maintenance planning and mitigating cold-storage risk.
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Make data immediately usable with Dynamic Data Reports
Our cloud BI platform dynamically interacts with your data, transforming them into simplified charts and graphs so they’re easier to understand and use, enabling ultimate scalability and flexibility. Want to connect to your current business intelligence analytical tool? We’re compatible with all the major players. Don’t have one? That’s where ours comes in. Views include utilization, peak/idle windows, and trend-based anomalies that don’t necessarily trip a threshold.
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Rapid customization for unique needs
We swiftly tailor solutions to provide precise, actionable insights, thanks to our rapid model labeling and adjustment capabilities, with advanced modules that can be enabled for GLP/GMP workflows.
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Engineering expertise in data science
With nearly half of our team dedicated to building, enhancing, and testing our products and platform, we prioritize engineering excellence, ensuring you benefit from the latest in predictive maintenance technology.
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Collaborative solutions development
Working closely with our clients, we tackle challenging predictive maintenance scenarios and explore new data types and analyses, continually pushing the boundaries while keeping compliance and change control in view.
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Agentic AI Agents that drive continuous action
Elemental Machines’ Agentic AI Platform continuously evaluates real-world data to identify risk, inefficiency, and opportunity as conditions change. Rather than relying on static thresholds or periodic reviews, it recommends timely, prioritized actions around equipment criticality and sustainability, helping teams move from insight to sustained impact while maintaining safety, operational, and compliance safeguards.
“Take a sensor on a freezer door. Alone, that sensor just tells you when the door opens. But when combined with our platform and AI-powered analytics, it will also tell you compressor cycles, temperature, set points, and beyond. You get five or six solutions from one sensor.”
Sridhar Iyengar
Founder and Chief Strategy & Technology Officer
Elemental Machines elevates your operational efficiency through a LabOps analytics and connectivity platform that delivers clear, defensible decisions.
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