How it works

A controller is learned from your plant, proven in simulation, then runs on the control system you already have.

operating data

BEFORE IT TOUCHES THE PLANT

LEARN

Learns your plant

Built from your own history and the regimes your best operators run.

  • Historian collection
  • Cleaning & mass-balance reconciliation
  • Operating-regime augmentation
  • Metallurgical analysis
VERIFY

Proven before it runs

Tested against a simulation of your circuit and against your safety case.

  • Digital-twin testing
  • Hold-out campaigns
  • Safety case & interlocks
  • Constraint encoding
DEPLOY

Runs on what you have

Sits on top of your existing control system, whoever built it.

  • Integration with DCS / PLC
  • Live performance monitoring
  • Retraining & updating
verified controller

EVERY MINUTE IT RUNS

SENSE

Sees the material

Cameras and soft sensors measure size, froth and flow — not just tags.

  • Vision — froth, size, grizzly
  • Instruments — density, power
  • Acoustic — mill, crusher
  • Soft sensors where no gauge exists
DECIDE

Finds the constraint

Works out where the plant is limited and what to change to lift it.

  • Capacity & headroom per unit
  • ML understanding beside mass balance
  • Scenarios ranked by economics
  • One goal across every controller
ACT

Moves the setpoints

Adjusts in real time, alongside the control you already trust.

  • Setpoints, feeders, valves
  • Autonomous rock breaking
  • Chases the optimum as ore changes
  • Hands back on exception
YOUR CIRCUIT  ·  PIT TO PORT

Hover any stage to open it — or use the button to pin every stage open.