How Contextual Insights Improve
Reproducibility in Experimental Research
Elemental Machines is revolutionizing science-based industries with powerful, data-driven insights that help customers improve laboratory operations, research, development, and manufacturing outcomes. Continuously monitoring equipment and environmental variables provides new levels of clarity, transparency and consistency, and improved repeatability.
Organizations increasingly rely on computer-based technologies for their R&D and manufacturing processes. Data from these technologies is electronically captured, analyzed, and maintained. The FDA provides compliance requirements under 21 CFR Part 11 for electronic data collected by all industries that…