Smarter Lab Analytics and Reporting, Built for Science
Smarter Insights,Sharper Lab Operations
In modern labs, data are your most valuable asset — but only if you can make sense of them. Elemental Machines delivers lab analytics and reporting tools designed to turn your raw data into informed decisions. Whether you need audit-ready reports, real-time alerts, or predictive diagnostics, our platform helps you streamline operations, protect research, and get ahead of problems before they start.
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.
Event and anomaly detection
With capabilities to detect both subtle anomalies and significant events, our systems provide early context-sensitive warnings to help you understand the “why,” not just that an alert has occurred. These context-based alerts provide additional details based on millions of other similar situations so that you can determine the urgency and choose how to react. Now when you get an alert on a Saturday night, you’ll know the WHY before you decide what to do.
Equipment utilization and power
Buying expensive equipment is a major investment; maintaining that equipment is just as expensive. AI-based utilization assessments help identify usage patterns and can help optimize CapEx purchase decisions. Power usage is a proxy for the intensity of equipment usage and can also be used to focus preventive maintenance when and where it’s required — helping reduce overall maintenance costs.
Comprehensive Reporting Capabilities
Our platform is engineered with data accessibility as the central theme. With each machine generating over a million data points a year and tens of thousands of monitored machines — we KNOW what a big data platform looks like. But all the data can be confusing if not organized and accessible. Elemental Machines adheres to the FAIR data principles (F — Findable, A — Accessible, I — Interoperable, R — Reusable).
Standard reports
Elemental Machines provides a comprehensive set of standard reports and data exports based on the thousands of requests we’ve received from our customers. These reports are predefined and accessible “at a click” to satisfy SOPs, regulatory needs, audits, and other routine requirements.
Customer configurable
With billions of data points across our platform, the possible questions to be asked are limitless. We give you the ability to define your own reports through a simple yet highly sophisticated “on-demand” interface. Use pre-defined templates or build your own rules to see data organized the way you need it. Save these reports as “one-time” queries or create them to run on a scheduled basis. With so many options, our Customer Success team is available to help set up your reports, so you get the answers you need.
Audit-ready compliance
Our standard reports and customer configurable reports are intended to ensure you pass audits and regulatory inspections with ease. However you need to see the data, we can support your needs. Beyond the static reports, our real-time data visualization and charts provide powerful insights with simple click-through capabilities to zero in on exact time frames and events of interest. You will never need to worry about compliance lapses with Elemental Machines’ comprehensive reporting capabilities providing evidence that your SOPs, operating parameters, and samples are constantly monitored.
Data accessibility
Our commitment to data extends beyond our own platform capabilities. We’ve developed a robust suite of data APIs that allow our data to be integrated into other systems and reporting platforms such as ELNs, LIMS, QMS, electronic batch records, data warehouses, and other systems of record. Beyond APIs, our partnership with Snowflake can enable cloud-based data access in just a few clicks to ensure you have full access to use your data the way you want.
Temperature mapping
Our temperature maps help ensure your freezers maintain consistent, validated storage conditions. Using calibrated sensors, we measure and record temperatures at multiple points over time, identifying hot and cold spots that could impact sensitive materials. This service, available for any new fridge or freezer equipped with an Element-T, provides the compliance documentation and analysis needed to meet regulatory requirements with confidence.
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.
We’re not just delivering reports — we’re building the digital backbone of your future-proof lab operations. Our lab analytics and reporting tools integrate seamlessly with our Intelligent Operations Platform, enabling you to:
Correlate data across environmental sensors and lab instruments
Identify usage trends and inefficiencies
Benchmark performance across sites
Automatically flag data that fall outside compliance thresholds
Support audit readiness with complete, easily accessible records
Scale your insights with business intelligence tools that support advanced reporting and enterprise-wide data analysis.
Ready to Discover the True Power of Your Lab’s Data?
Whether you’remanaging a single lab or a global network of facilities, Elemental Machines’ lab analytics and reporting help you extract more value from your data — and do it with confidence.
