Elevating the Future of Your Operations With Proactive Insights
At Elemental Machines, our predictive analytics and AI solutions for life sciences harness the power of artificial intelligence to offer foresight and control over your lab and manufacturing environments. By integrating high sample rates and diverse data types from purpose-built hardware, we provide predictive insights that minimize downtime, optimize your operations, and safeguard your science.
Advanced Detection and Diagnostics
Our predictive AI-based analytics framework not only improves how we monitor your critical equipment and environment but also foresees potential issues, allowing you to take actions before they become urgent problems.
AI-Driven Freezer Health Monitoring for Proactive Maintenance
Harnessing insights from billions of data points, Elemental Machines has engineered an advanced AI-driven model to assess freezer health. This predictive solution continuously analyzes performance trends, identifying crucial inflection points that signal potential failures or the need for preventive maintenance. Unlike standard alert systems, this machine-learning approach is tailored to -20°F and -80°F freezers, even recognizing unique brand-specific patterns. By providing early warning signs, it helps safeguard critical assets and prevent unexpected disruptions.
Cutting-Edge AI-Powered Health Scoring Algorithm
Our proprietary AI-powered Health Score algorithm uses machine learning to process real-time data from laboratory freezers, evaluating essential factors like power consumption and temperature stability. By benchmarking these data against ideal operating conditions, the system detects anomalies that may indicate emerging issues — empowering you to take proactive measures before failures occur.
Keep trouble on ice.
Customized Predictive Equipment Maintenance
Predictive equipment maintenance is a pivotal aspect of our analytics offerings. We’ve invested in building a library of machine learning models with self-tuning algorithms to determine the best fit for your actual equipment type. Oftentimes, figuring out what the data signals mean for on/off, idle, and different stages of usage can be quite complex. We work closely with you to understand the specific operational activities, usage patterns, and data points to refine machine models that are optimized for your particular use case. No stale generic insights here — our learning algorithms are constantly refining themselves to deliver value specifically fine-tuned to your organizational needs.
Harness High Sample Rates, Diverse Datasets, and Electrical Engineering Expertise
We’ve been driven by an AI-mindset long before AI was a “thing,” and our capabilities are deep and real. What is the formula for truly predictive AI-based predictive analytics? Combine strong electrical engineering expertise with deep data science and collect high volumes of widely diverse data types consistently for over a decade. With nearly half of our organization lead by highly skilled engineers and data scientists, we are devoted to providing you with cutting edge predictive analytical solutions, converting comprehensive data into actionable insights you can access right on your dashboard.