Manual Coordination
Sample lists drafted in Excel, emailed to instrument operators, results copied back into ELNs. A synthetic chemist requesting NMR + LC-MS structure verification submits the request by email, waits hours for scheduling confirmation, and manually checks each system for results. Every handoff is a potential error and delay point.