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AI Shop Floor Monitoring

See Your Shop Floor as It Happens, Not at the End of the Shift

AI that gives you a live view of every machine. It tracks status, output, downtime and bottlenecks in real time, alerts the right person the moment a line stops or slows

  • LiveStatus of every machine
  • NowStops caught, not tomorrow
  • 1Alert to the right person
  • LoggedReason for every stop

Why It Matters

The floor tells you everything, a day too late

A stop you can see is a stop you can fix

When a line goes down, every minute is output you do not get back. Monitoring shows the stop the second it starts and sends it to the person on that line, so the response is minutes, not the next morning.

  • The status of every machine on one board.
  • A stop or slowdown flagged the moment it starts.
  • The alert goes to the person who can act.

Every stop logged with its reason

It is not enough to know a machine was down for forty minutes. Monitoring captures why: a changeover, a material wait, a jam, a breakdown. The reasons build up, so you can see which cause is eating the most time and fix the pattern, not just the incident.

  • A reason attached to every stop.
  • The causes that cost you the most, ranked.
  • End-of-shift numbers that explain themselves.

The whole floor on one screen

Every machine shows as running, idle or down, with its output next to the name. The same board runs on a wall screen, an office monitor and a phone, so the floor is visible to everyone who needs it at the same moment.

  • Running, idle and down states, updated live.
  • Output and pace next to each machine.
  • One view on the wall, the desk and the phone.

A stop or a slow line, caught immediately

The moment a machine stops, or drops below the pace it should be holding, it is flagged. A slowdown that a shift report would bury shows up on the board while there is still time to act on it.

  • Stops flagged the second they start.
  • Slowdowns caught against the normal pace.
  • Lost time counted, not estimated later.

The right person told, the reason recorded

Each stop goes to the person who can act, with escalation if it drags on, on the channel they already use. The reason is logged against the stop, so over days and weeks the causes that cost you the most become obvious.

  • Alerts routed by line, severity and duration.
  • Escalation when a stop is not cleared.
  • A reason on every stop, building a record.

Six things it watches on the floor

  • Machine status

    Running, idle or down for every machine, updated live, so the state of the whole floor is on one board.

  • Output and pace

    Units per hour against the pace the line should be holding, so a slowdown is visible before it becomes a shortfall.

  • Downtime

    Every stop, how long it lasted, and whether it was planned, so lost time is counted instead of guessed.

  • Bottlenecks

    Where work is piling up and which machine is holding back the line, so you fix the constraint, not a symptom.

  • Stop reasons

    The cause logged against each stop: changeover, material wait, jam or breakdown, building a record over time.

  • Maintenance triggers

    Repeated slowdowns and stops on a machine flagged early, so maintenance is called before it fails outright.

From a machine signal to a supervisor acting

  1. Connect

    We read the signals your machines and sensors already send, and pull work orders from your ERP.

  2. Track

    Status, output, downtime and pace are tracked live for every machine and line.

  3. Detect

    The moment a line stops or slows below its normal pace, it is flagged as it happens.

  4. Alert

    The right person is notified on the channel they use, with escalation if the stop drags on.

  5. Log

    The reason is captured against the stop, so the pattern is clear over days and weeks.

What a live floor changes

  • Live

    View of every machine

  • Faster

    Response to a stopped line

  • Less

    Downtime that goes unnoticed

  • Higher

    Output across the shift

  • Clear

    Reasons behind every stop

  • Fewer

    Surprises at end of shift

Why manufacturers choose TCB Infotech

  • We know the ERP side

    We build ERP and software, so machine data lines up with your work orders and production plan, not a separate silo.

  • Works with what you have

    We read the signals your machines and sensors already send, and add a sensor only where a signal is missing.

  • Built for the floor

    Boards a supervisor can read at a glance and alerts on the channels they already use, not another login to ignore.

  • Model-agnostic

    We use the approach that fits the signal, from simple rules to machine learning, and are not tied to one vendor.

  • Start small, prove it

    We stand up one line or cell first, show it working, then roll out across the floor.

Shop floor monitoring questions

What is AI shop floor monitoring?

It is a live view of your production floor. It reads machine and sensor data alongside your ERP records, shows the status of every machine, and tracks output, downtime and bottlenecks in real time. When a line stops or slows, it alerts the right person and logs the reason.

Do we need new machines or new sensors for this?

Usually not. Most machines already send status and counter signals, and many plants already have sensors and PLCs. We connect to what you have first. Where a signal is missing, we add a low-cost sensor for that one point rather than replacing equipment.

How is this different from the reports we already get?

Reports tell you about a stop after the shift is over. Monitoring tells you while it is still happening, so a supervisor can act now. It also logs the reason for every stop, so the end-of-shift numbers explain themselves.

Who gets the alerts?

You decide. A stop on one line can go to the line supervisor, a longer stop can escalate to the plant manager, and a maintenance trigger can go to the maintenance team. Alerts go to the person who can act, on the channel they already use.

Will it work with our ERP?

Yes. The monitoring reads machine and sensor data and reconciles it with your ERP work orders and production plan, so output and downtime line up with the jobs they belong to. It is built to sit on top of the systems you already run.

How long does it take to see a live board?

For a first line or cell, a working live board usually takes a few weeks, depending on how the machines expose their signals. We start with one area, prove it, then roll out to the rest of the floor.

Related

The other services in this section, and related pages from TCB Infotech.

Put Your Shop Floor on One Live Board

No commitment. A practical first look at monitoring your floor.