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Surface analytics for heavy industry

We instrument the process.

A self-contained camera watches the surface and writes the numbers to a Modbus register your PLC already polls. It mounts in minutes and runs on the device — nothing leaves the 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.

40001 · Signal path

How it works

The same path for every instrument: a camera on the process, the number computed on the device, written to a register your PLC already reads.

  1. 1 cam · FIELD OF VIEW

    Camera

    A fixed camera watches the surface your operators watch by eye — the froth in a cell, the foam on a tank.

  2. 2 edge · INFERENCE

    On-device inference

    The surface is measured on the device, at the plant — computer vision and machine-learning models running at the edge. Nothing is sent off site.

  3. 3 40001 · WRITE

    Modbus registers

    The measurements are written to Modbus TCP holding registers — over a dozen physical characteristics: size, coverage, velocity, texture, depth, state.

    cov % → 40001

  4. 4 plc · READ

    Your PLC / DCS

    The control system reads another register and decides what to do. It behaves like a level transmitter.

No server. No cloud. No GPU rack.

What does an X Vision instrument measure?
The surface an operator watches by eye — froth in a flotation cell, foam on a process tank — turned into continuous numbers. X Float alone measures over a dozen physical froth characteristics: bubble-size distribution, velocity, stability, texture, depth, colour and process state. Colour is only one of them.
Does it need cloud connectivity?
No. Inference runs on the device, on-premises. The instruments are offline-capable and nothing leaves site.
How does the measurement reach the control system?
As Modbus TCP holding registers. The PLC reads another register and decides what to do with it — the instrument behaves like a level transmitter.
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 — and it moves to another cell or tank just as easily. There is no fixed sampling rig to build and no routine maintenance in normal operation.
Does X Float use AI?
X Float's core is classical computer vision — over a dozen physical measurements taken straight from the image and stereo depth. Machine learning is added for higher-order tasks such as site-calibrated grade correlation, not as a black box. X Foam, by contrast, uses a neural segmentation model to separate foam from water by colour.

Products

One system, three instruments

One camera-to-register path, running on three surfaces: flotation froth, process foam, and trade-waste discharge.

Edge-vision instrument

X Float

Continuous froth analysis for flotation control.

Measures over a dozen physical froth characteristics — bubble-size distribution, velocity, stability, texture, depth — plus process state, written straight to holding registers. Colour is only one input, so it holds on low-contrast grey scheelite froth where colour-only systems slip.

Request a trial

Edge-vision instrument

X Foam

Vision-based foam intelligence for process control.

Segments foam from the water surface by colour, then reports continuous 0–100% coverage, edge-proximity and trend for overflow prevention, plus advisory dosing. The camera measures; your PLC decides and actuates.

Request a trial

Software division

Industrial Data Systems

Trade-waste compliance and billing you can defend.

Replaces the spreadsheet. Catches breaches at entry, not month-end. Reconciles the utility invoice against an independent estimate, and signs a monthly PDF.

industrialdata.systems

Datasheet

What the PLC gets

The instrument is a fixed camera and an edge computer. The output is a register. Everything a controls engineer needs to scope a retrofit.

Measures Physical surface characteristics — size, coverage, velocity, texture, stability, depth — plus process state
Output Modbus TCP holding registers (4–20 mA optional)
Update rate Continuous, frame by frame
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; moves to another cell or tank easily
The PLC sees Another register — it behaves like a level transmitter

Proof

Running in the field

Mineral flotation

A scheelite flotation circuit in continuous operation.

Process water

An Australian process plant, running in continuous operation.

Each instrument behaves like a level transmitter your PLC already knows how to read.

Why it's different

Not another analytics subscription

Reads froth structure

Scheelite froth is a washed-out grey with little colour to grip. X Float measures the froth's physical structure instead — bubble-size distribution, velocity, stability, texture and stereo depth, over a dozen characteristics in all. Colour is only one of them, so it holds where colour-dependent systems lose the signal.

Mounts in minutes

A self-contained camera that needs only power and a network drop. It goes up in minutes over the launder or tank, needs no routine maintenance, and moves to another cell as easily as it went in — no fixed sampling rig, no shutdown, no cloud account.

Measures and hands over

It reports a number and stops there. Your control system keeps every decision and every interlock.

Critical minerals are a national priority, and flotation is where recovery is won or lost.

Patent-pending instrumentation, built and running in Australia.

Instruments on live circuits today, feeding real control rooms.

Put an instrument on your hardest measurement.

Tell us the surface you can only judge by eye. We will show you the register it becomes.