Ensuring insights from data: A view beyond ELNs, LIMS, and SDMS

29 May 2025

In this eBook, ACD/Labs highlights major topics associated with analytical data management, including the risk and benefits associated with automating your analytical data management.

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Data AnalysisData analysis hardware and software is available to make data processing straight-forward yet powerful. Data software can be used for math and stats, technical graphing and image analysis. In addition, software is available for specific data analysis of electrophoresis, densitometry, ELISA and DNA sequencing.LIMSLIMS (Laboratory Information Management System) is an informatics software system used to improve the quality assurance and quality control (QA / QC) of data management. LIMS can be a standard for common lab workflows, such as commercial off the shelf systems (COTS), or customized for more specialized lab use. Systems are available for mainframe computers or PC.Sample ManagementSample management systems include sample storage devices such as freezers and plate storers, sample environment enclosures and sample organization, retrieval and sorter systems. Useful system features include high-throughput, automation, robotic arms, automated liquid handling and associated database systems. Accessories in sample management include barcode scanners, heat sealers and tubes.Software PlatformsSoftware platforms are useful for various stages of laboratory experiments from data collection to data storage and processing. For instance lab software is available for system control, data management, data analysis and qualification / validation.AutomationAutomation in laboratories and manufacturing processes enhances efficiency, precision, and scalability by reducing the need for manual intervention. It plays a critical role in improving productivity, minimizing human error, and accelerating workflows in fields like diagnostics, drug development, and industrial testing. Automation technologies include robotic systems, automated liquid handlers, and process control systems that streamline complex tasks and ensure consistent, reproducible results. Explore our peer-reviewed product directory to discover the best automation solutions, compare options, read user reviews, and get prices directly from manufacturers.Data Management
Ensuring insights from data: A view beyond ELNs, LIMS, and SDMS