High-Throughput Experimentation (HTE)
Accelerate Insight from High-Throughput Experiments
Introduction
High-throughput experimentation generates enormous volumes of analytical and process data. Virscidian helps scientific teams transform that information into actionable insight through automated data processing, integration, and visualization workflows designed for modern HTE environments.
Whether experiments are driven by liquid handling systems,automated synthesis platforms, chromatography instruments, or mass spectrometryworkflows, Virscidian provides the informatics infrastructure needed toefficiently manage, process, and interpret complex experimental datasets.
Analytical Studio helps scientists rapidly interpret HTE results using calculated percent conversions and UV chromatograms to evaluate reaction success and determine remaining sample impurities across entire well plates.
Features
Simplify Results Visualization
Integrated well-plate visualizations and analytical review workflows help scientists rapidly interpret HTE results across large screening campaigns. Color-coded plate views provide immediate insight into reaction success, while percent conversion visualizations make it easier to identify promising reaction conditions and optimization opportunities.
Chromatographic overlays and compound review tools simplify interpretation of products, impurities, and reaction outcomes across complex experimental datasets, enabling faster scientific decision-making at scale.
On the left, wells that are green indicate the expected product was found while in the center, the well plate is color coded by percent conversion, with brighter green indicating more conversion to the product compound. Finally, on the right, the TWC shows which compounds were found in a selected well.
Automated HTE Data Processing
Analytical Studio streamlines processing and interpretation of high-throughput analytical datasets through workflows designed for modern HTE laboratories.
Capabilities include:
• LC/MS and chromatography data processing
• Automated compound and impurity identification
• Reaction yield and percent conversion calculations
• Large-scale screening analysis
• Experimental metadata integration
Automated workflows reduce manual review effort while helping teams rapidly identify successful reaction conditions and prioritize experimental outcomes.
Streamline Integration with Laboratory Automation
Analytical Studio supports integration across modern laboratory automation environments, helping maintain continuity between experimental execution, analytical processing, and data interpretation workflows.
Capabilities include:
• Interoperability with automated laboratory systems
• Experimental metadata transfer across workflows
• Compatibility with robotic and liquid handling platforms
• Centralized access to analytical and experimental data
• Continuity across high-throughput screening campaigns
Integrated workflows help reduce manual data handling while improving consistency, traceability, and scalability across complex HTE environments.
Vendor Neutral Software
Analytical Studio supports data processing across multiple instrument vendors and analytical platforms, giving scientific teams the flexibility to integrate best-in-class technologies within their HTE workflows.
By enabling unified review of heterogeneous analytical datasets, Virscidian helps organizations maintain flexible, scalable laboratory environments without vendor lock-in.
Analytical Studio is vendor-neutral software and a few of the third parties we have worked with are listed above. Don't hesitate to contact us if you don't see your instruments listed here.
Workflows in
Pharma/Biopharma
Virscidian Resources
The Stats
Our Impact by Numbers
80%
Of the top 10 Largest Pharma Companies in the world are customers
>50%
Of Fortune 500 Pharma companies are customers
Used by companies worldwide
Partner With Us
We partner with you to provide customized informatics solutions that use Analytical Studio to enhance decision making and accelerate your workflows.
