Data Processing for High Throughput Experimentation
Virscidian’s Mark Spears presents “Automatic Data Processing for High-Throughput Experimentation” at the 2026 ASMS Asilomar Conference.

Data Processing for High Throughput Experimentation
High Throughput Experimentation continues to advance towardgreater speed and automation, now bringing fully autonomous laboratories withinreach. At the same time, HTE is placing increasing demands on the valueextracted from the data already being generated. But has commercial softwarekept pace with these ambitions? Automated data processing has existed foryears, but in today's laboratories, core processing alone is not sufficient —it must integrate seamlessly into the broader laboratory workflow and alignwith an organization's overall data strategy.
This talk will highlight the tools that Virscidian hasdeveloped which were designed to meet precisely this need.
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