02 · Workflow focus
AI4S & Laboratory Automation
Experimental data quality, automation workflows, instrument integration, traceability, and translating lab needs into engineering requirements.
OVERVIEW
Scope & context
This focus connects scientific questions with practical workflow design. Public examples will distinguish AI assistance from researcher judgment and include the data-quality checks, instrument context, and verification steps that can be shared.
Current focus area; any public examples will be labeled by status and supported by shareable evidence.