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A bank of flotation cells inside a mill at night, froth spilling over the launder lips under white working floodlights.
size
1.4 mm
vel
62 mm/s
cov
34 %
out
→ PLC

We instrument the process

A camera over the surface. A number in your PLC. The measurement is made on the device, on site, and written to the Modbus registers your control system already reads.

An operating tungsten mine in Australia — running since early 2026 Food-processing plant, Australia — on trial now
Watch the 90-second explainer →

If this is your plant

The variables that decide a process are the ones nobody could measure in real time. We measure them on the plant floor and hand the number to the control system that already runs the plant.

Overhead view of grey-green mineral flotation froth.

Flotation froth

X FLOAT · ROUGHER LAUNDER

X Float reads bubble size, velocity, stability, texture and depth, more than a dozen numbers, and the model is trained on the cell it looks at.

Bubble size
1.4 mm
Surface coverage
34 %
Froth velocity
62 mm/s
Process state
OPTIMAL
→ Modbus TCP holding registers
A stainless machine-vision camera on a bracket above a flotation launder.
Mounted over the launder. Power and a network drop.
Overhead view of white foam on dark process water.

Process foam

X FOAM · AERATION TANK

A camera over the tank that measures foam coverage and its distance to the lip, and reports whether the foam is rising. An antifoam dose is advised alongside; your PLC keeps every interlock.

Surface coverage
61 %
Edge proximity
40 mm
Trend
RISING
Process state
WATCH
→ Modbus TCP holding registers
A process tank under a thick foam blanket at night, steam rising.
Process tanks, Australian food plant. X Foam on trial.
Overhead view of cream foam on pale fibrous paper-mill stock.

Paper-mill stock

X FOAM · HEADBOX APPROACH

Fine entrained foam on pulp stock is the same measurement on a different material: how much of the surface it covers and how fine it is, and which way each is heading.

Surface coverage
78 %
Foam fineness
0.8 mm
Trend
STEADY
Process state
NOMINAL
→ Modbus TCP holding registers
The wet end of a paper machine at night with foam along the wire.
Paper stock. The same instrument, a different surface.

What changes on the plant

A measurement is only worth having if it changes a decision. These are the ones it changes.

The numberThe decision it allowsWhat changes
Foam coverage and distance to the lip Dose while there is still headroom above the foam The product stays in the tank. The clean-up and the report that follows it do not happen.
Foam trend and the advisory dose Dose to what the foam is actually doing Less antifoam bought, and less of it carried downstream. Around 50% lower antifoam use, modelled on the trial tank.
Bubble size, froth velocity, stability and process state Hold the froth in the regime the metallurgist asked for, on every shift The same froth at 3am as at handover. +1% recovery ≈ A$788k/yr, modelled on a 2 Mt/a concentrator.
Process state, written continuously See the drift before the batch is off spec Fewer batches that come out different from the last one.
A breach flagged at data entry Fix it before the utility invoices you for it A compliance number you can defend, and a utility invoice you can check.

Ninety seconds, start to finish

The same case this page makes, in the order it happens on a plant.

It behaves like a level transmitter

The measurement lands where every other plant signal lands. Your PLC reads another register and decides what to do with it. There is nothing new for the control system to learn and nothing new for IT to approve.

Surface Camera On-device inference Holding register Your PLC

No cloud. No GPU rack.

The full signal path, and what a commissioning needs from your site

Measures The physical state of the surface an operator judges by eye, as continuous numbers
Output Modbus TCP holding registers (4–20 mA optional)
Update rate Continuous
Compute On-device at the edge; no cloud, no GPU rack
Network Power and a network drop; offline-capable, nothing leaves site
Mounting Self-contained camera, fixed over the launder or tank
Install Minutes to mount, hours to commission, no process shutdown
Maintenance None in normal operation; the camera unbolts and moves to another cell or tank
The PLC sees One more holding register, read like a level transmitter
What does an X Vision instrument measure?
The surface an operator watches by eye, froth in a flotation cell or foam on a process tank, turned into continuous numbers. X Float alone reports over a dozen physical characteristics of the froth, among them how big the bubbles are, how fast the froth is moving, how stable it is, and which operating regime the cell is in.
Does it need cloud connectivity?
Not to run. Commissioning takes a few hours with one of our engineers either on site or connected remotely, to aim the camera and calibrate it against your process. After that the instrument runs on the device, on-premises, and can be left fully offline. Nothing leaves site.
How does the measurement reach the control system?
As Modbus TCP holding registers. The value turns up as a tag in the control system the way a level transmitter’s does, and the PLC decides what to do with it.
Does installation require a shutdown?
No. The instrument is a self-contained camera that needs only power and a network drop. It mounts over the launder or tank in minutes and commissions in hours, with no process shutdown. There is no sampling rig to build, no routine maintenance in normal operation, and the camera can be unbolted and moved to another cell or tank.
Does X Float use AI?
Yes, where measurement alone does not reach. Most of what the instruments report is measured from the picture, so a number can be checked against the frame it came from, and the learned parts are trained on your own site rather than someone else's. How that is built is in the specification your integrator gets.

Three lines, one company

Pick the surface you have trouble with. Two edge-vision instruments that share a camera-to-Modbus path, and a software division that replaces the compliance spreadsheet.

X Float

EDGE-VISION INSTRUMENT

Continuous froth analysis for flotation control. Trained on your cell, not shipped with the box. Grade is offered only as a site-calibrated correlation.

Details

X Foam

EDGE-VISION INSTRUMENT

Foam monitoring for water and process tanks, with advisory antifoam dosing. Around 50% lower antifoam use, modelled on the trial tank and specific to it.

Details

Industrial Data Systems

SOFTWARE DIVISION

Trade-waste compliance and billing you can defend. Catches breaches at data entry rather than at month-end, and reconciles the utility invoice against an independent estimate.

Details

Running tonight

Where the instruments are running on real plant. We do not name customers, so each line gives the sector, the place and what the system does there.

Mineral flotation
An operating tungsten mine in Australia — continuous froth analysis on the rougher launder

The metallurgist reads bubble size and process state in the same HMI as the level transmitters.

SINCE EARLY 2026
Food processing
Food plant, Australia — foam coverage and overflow watch across process tanks

Coverage is on the shift’s screens long before the foam is near the lip, so the first warning is a number and not a phone call from the floor.

TRIAL — RUNNING

Designed, built and supported in Australia.

Two instruments on live sites, both writing to the plant PLC.

Patent pending on the instrumentation (Australian application filed December 2025).

The food plant has both X Vision systems on site: the X Foam instrument on trial on its tanks, and Industrial Data Systems on its trade-waste compliance. Register values shown on this page are representative of the measurement and are not readings from a customer circuit.

Hardest

Close macro photograph of wet flotation froth.

Measurement

Tell us which one. We will put an instrument on it.

Request a trial

Or email support@xvisiontechnologies.com