Skip to content
Dark CNC manufacturing hall during the ghost shift, unmanned manufacturing with automated coolant management
Liquidtool BotAug 27, 2026, 2:00:07 PM3 min read

Automating coolant management for the ghost shift

Key takeaways

  • In lights-out manufacturing, production keeps running without operators, for example overnight or at the weekend.
  • Every link in the automated production chain has to work reliably, otherwise production stops.
  • Coolant is an underestimated critical factor: an empty tank stops the machine, contaminated coolant can damage the tool.
  • For the ghost shift, coolant has to be monitored, topped up and documented automatically.
  • The Liquidtool AUTOPILOT does exactly that: cloud-controlled, with alerts and seamless documentation.

Robots working in the dark. Factory halls where no one is on the floor at night. That is how most people picture the factory of the future, and in many places it is already reality. Entire plants keep running through the night and over the weekend without any operators (the so-called ghost shift). But for production to run unattended, one often underestimated factor has to work reliably: the coolant. Anyone who fails to automate their coolant management risks machine downtime and tool breakage. This is exactly where it is decided whether lights-out manufacturing succeeds or ends in a pile of scrap.

What is lights-out manufacturing?

In lights-out manufacturing (also called the ghost shift or dark factory), production keeps running without any operators, for example overnight or at the weekend. For manufacturing to work without people, every human capability has to be taken over by machines. That takes robots and a lot of software.

The automated production chain: every step has to fit

In unmanned manufacturing, one step feeds into the next without anyone intervening:

  • First, production planning: which parts are made when, and on which machine?
  • Then programming and setting up the machine.
  • Raw parts are fed in reliably via pallet systems or robots.
  • During machining, sensors monitor temperature, vibration and coolant. Today an operator notices in passing when a machine sounds different than usual. On the ghost shift, the sensors take over that job.
  • After machining, an automated quality check follows, using a range of measuring systems.
  • Only after cleaning and packing is a workpiece ready for logistics, where the next robot takes over.

And above all: predictive maintenance and planned tool changes. Only this keeps the machines running reliably over the long term, much like a car that you take in for regular service.

If anything in this chain goes wrong, you are left with a pile of scrap in the morning. That is precisely why the reliability of every single link decides success.

The underestimated factor: automating coolant management

The role of coolant is still underestimated. Yet in CNC machining it is a critical point:

  • If the tank runs dry, the CNC machine stops.
  • If the coolant is contaminated, foam forms and the tool can be damaged or break.
  • If coolant temperatures fluctuate, dimensional accuracy suffers and scrap can result.

On a manned shift, this gets noticed. On the ghost shift, it does not. Coolant therefore has a direct impact on process reliability and production stability. This is why coolant management for lights-out manufacturing must be fully automated: monitoring, topping up and documenting the coolant automatically, without anyone standing by.

CNC machining with coolant in the work area of a milling machine, automated coolant monitoring and top-up with the Liquidtool AUTOPILOT

How the Liquidtool AUTOPILOT secures the ghost shift

This is where Liquidtool Systems comes in. The AUTOPILOT measures, mixes and tops up coolant automatically. The solution is cloud-controlled, sends alerts and delivers complete documentation, all without human intervention. This turns one of the biggest risks in unmanned manufacturing into a calculable, monitored process. Coolant monitoring runs around the clock, and the seamless documentation is ready for audits and quality records.

The future: AI-driven dark factories

The future belongs to AI-driven robots and learning systems. They recognise situations, respond flexibly and keep processes stable even when the unexpected happens. I am convinced that within ten years not just single shifts but entire factories will run around the clock with no one on site. These dark factories are no longer science fiction.

Anyone setting the course for lights-out manufacturing today should factor in coolant management from the very start. Because a chain is only as strong as its weakest link.

Frequently asked questions

The Product
AUTOPILOT
Automatically measures, mixes, and refills coolant.
Cloud-controlled automation with smart rules, alerts, and full documentation keeps your production stable, efficient, and sustainable.
AUTOPILOT showing individual coolant concentration on multiple CNC machines

RELATED ARTICLES