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    Lights-out manufacturing: what happens when a factory never sleeps?

    October 14, 2026 · Article · 5 min read

    SRF Capital Studio Research DeskFunding Intelligence, SRF Capital Studio

    A machine on one shift stands idle for sixteen hours a day. A few factories abroad have shown what those hours are worth.

    Summary

    • Lights-out manufacturing runs a line with nobody on the floor, so the lights and air conditioning can go off. A dark factory is the same idea under a newer name.
    • Largely dark plants exist, at FANUC in Japan and Xiaomi in Beijing, but they make long runs of a standard product in tightly controlled conditions.
    • For an Indian manufacturer the prize is smaller and nearer: one machine that keeps cutting after the last shift leaves, fed, checked and watched without a person beside it.

    At the foot of Mount Fuji, in the village of Oshino, FANUC builds robots, servo motors and machine controls. The company's own profile says the campus has achieved "long hours of continuous unmanned machining". A 2003 report in Business 2.0 went further: robots building about 50 robots per 24-hour shift, and running unsupervised for up to 30 days.

    In July 2024 Xiaomi's founder, Lei Jun, opened a phone plant in Beijing's Changping district. It cost 2.4 billion yuan, about US$330 million, and its 11 lines are built to make 10 million flagship phones a year. Lei Jun said all of the main processes are automated, though New Atlas reported a small team still working in the control room.

    The older case is Philips in Drachten, in the Netherlands. In 2012 the New York Times counted 128 robot arms assembling shavers there, three shifts a day, every day of the year. The plant had several dozen people per shift, about a tenth of its sister plant in Zhuhai, China.

    What does lights-out manufacturing mean on a real shop floor?

    Very few plants are dark from end to end. The common version is partial: a cell runs unattended through the night or over a weekend, and people do the setups, changeovers and checks by day. Some engineers call this lights-sparse. For an Indian plant it is the version worth planning for now.

    Why would an Indian plant want to run through the night?

    Start with the hours. A machine on one shift works 8 hours in 24. Its loan instalment, rent and depreciation run around the clock all the same.

    What an unattended eight-hour night adds to one machine's working day

    Shift pattern todayHours workedHours with an unattended nightExtra output
    One manned shift816Up to 100%
    Two manned shifts1624Up to 50%
    Three manned shifts2424None: the night is already worked
    Source: Arithmetic at the day rate; real nights run slower, with nobody there to clear a stoppage

    The second reason is attendance. Achyuta Adhvaryu and colleagues studied four Shahi Exports garment factories in Karnataka, where 10 to 11% of workers were absent on a typical day. VoxDev's write-up of their work reports days of 20%. Once absence passed 10%, each extra point cut line productivity by a quarter of a point (Ideas for India, 2021).

    A sewing line is not a machining cell, but the lesson carries: an unattended cell does not depend on who turns up, so its output is steadier.

    Competitors are already counting those hours. The International Federation of Robotics says China installed 354,000 industrial robots in 2025, 59% of the world total, against almost 10,500 in India. Where India's own buyers stand is in our report on robotics in manufacturing.

    What has to be true before you switch off the lights?

    A machine left alone at night needs four things a person would otherwise do.

    • Material arrives by itself. A bar feeder, a pallet changer or a cobot loading blanks keeps the machine fed. One that runs dry at midnight makes nothing until morning.
    • The machine checks its own work. Probing inside the machine, or a camera, catches a part drifting out of size. Without it, the morning shift opens a bin of scrap.
    • Trouble reaches someone. Sensors on vibration, temperature and tool wear send an alert to an engineer's phone, and the machine stops itself safely.
    • The job is steady. Long runs of a part the plant knows well. A new part, a short batch or a fussy material belongs on the day shift.

    The same sensors make maintenance predictable. McKinsey's 2017 study of manufacturing analytics put the typical cut in machine downtime from predictive maintenance at 30 to 50%. That describes programmes that already work well, so expect less from a first pilot.

    Where should a small factory start with lights-out?

    1. Pick one machine with long runs. A CNC lathe turning the same part all week is the usual first candidate.
    2. Automate its loading with a bar feeder, a pallet changer or a cobot. Our note on cobot prices in India sets out what the last option costs.
    3. Run a watched night first. Keep one person on the floor for the first few weeks and log every stop. Then move to an engineer on call.
    4. Add sensors and an alert for the stoppages your log shows most often.
    5. Count good parts per night against the day shift. If the night falls well short, fix the causes of its stops before automating a second machine.

    Whether the night pays depends mostly on the hours it adds, as the robot payback period shows. Each step is a small project with its own return, which is how we run process improvement. The machines can often be funded with equipment loans and blended debt.

    What happens to the jobs when the lights go off?

    A dark line needs fewer people for each part it makes, as Drachten's staffing shows. A vendor who says automation never costs a job is not counting.

    For most Indian plants, though, the first unattended night replaces nobody, because that shift never existed. The case changes for a plant already running three manned shifts. Automating the third replaces people, and an owner should tell the workforce so plainly.

    For most Indian plants, though, the first unattended night replaces nobody, because that shift never existed.

    The work that remains moves up: setting machines, programming, maintenance and quality checks. MeitY's draft robotics strategy plans for retraining workers "displaced due to the rise of automation". The other half of the lesson, keeping people where judgement matters, is in what Toyota, Tesla and BMW teach about automation.

    Frequently asked questions

    What is lights-out manufacturing?

    Production that runs with nobody on the floor, so lighting and climate control can be switched off. Most plants apply it to single cells overnight.

    What is a dark factory?

    Another name for a lights-out plant, used mostly now for highly automated Chinese factories such as Xiaomi's phone plant in Beijing.

    What are examples of lights-out manufacturing?

    FANUC's robot plant at Oshino in Japan, Xiaomi's Changping phone plant, and Philips' shaver plant in Drachten in the Netherlands.

    How many dark factories does China have?

    We found no official count we could verify. What is counted is robots: 354,000 industrial robots installed in China in 2025, by the federation's figures.

    Is there a dark factory in India?

    We could not confirm any Indian plant that runs fully dark. Unattended night running of single machines is the realistic version here, and the place to begin.

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    About the author

    SRF Capital Studio Research Desk

    Funding Intelligence, SRF Capital Studio

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