How unattended operation multiplies throughput without new instruments or a second shift.
Night and weekend runs increase throughput without buying more instruments or hiring a second shift. If a workflow can run unattended, automation keeps equipment productive when people aren't in the lab.
A night or weekend run is an automated workflow that continues outside normal hours. It's most practical when the process has stable transitions, queued samples, and clear failure checks. The robot doesn't need to be faster than a human — it only needs to keep the process moving when human availability would otherwise stop it.
An LCMS batch may take hours. Without automation, loading stops at the end of the workday and the instrument sits idle overnight. With automated loading and queue management, samples keep running overnight or through the weekend. The instrument is unchanged — its utilisation jumps.
Look for workflows where material can safely wait between steps and the next action is predictable — refrigerated samples, queued plates, tubes awaiting loading, routine transfers. Don't make unattended runs your first goal on an unstable process: get daytime reliability first, then let nights and weekends become the throughput multiplier.
