Problems

What will AGI do for Optimize Beneficiation Yield?

Plant metallurgists and beneficiation operators battle constant variations in incoming ore mineralogy, hardness, and grade. Their operational mandate is to maximize the extraction of valuable minerals from gangue during crushing, grinding, and flotation stages. Because ore characteristics shift minute by minute on the conveyor belt, static processing models fail to maintain optimal recovery rates, causing continuous fluctuations in final concentrate volume and quality.

The opportunity

What AGI will do for Optimize Beneficiation Yield

  • Dynamic Reagent Dosing for Copper Concentrators

    Business-as-Code

    Solves:

    Platform.do
  • Froth Vision Analysis for Base Metals

    Business-as-Code

    Solves:

    Platform.do
  • Predictive Grade Control for Iron Ore

    Business-as-Code

    Solves:

    Platform.do
  • Autonomous Grinding for Mineral Processors

    Business-as-Code

    Solves:

    Platform.do
  • Spodumene Recovery for Lithium Refineries

    Business-as-Code

    Solves:

    Platform.do

The work itself

Grounded Work Profile

Tools

  • AVEVA PI SystemproblemCurrentSolutions
  • LabWare LIMSproblemCurrentSolutions
  • Rockwell PlantPAx DCSproblemCurrentSolutions
  • Metso Outotec ACTproblemCurrentSolutions

Measured by

  • Severity 4/5problemSeverityFrequency
  • continuousproblemSeverityFrequency

Value flow

How Optimize Beneficiation Yield connects

candidate solution for

  • Bloomingmodel
  • Cropdeckmodel
  • Crusheramodel
  • Gangueleachmodel
  • Murigridmodel
  • Slurrydeckmodel

entails

  • Chemical Assay Latencymodel
  • Conveyor Waste Eliminationmodel
  • Flotation Reagent Dosingmodel
  • Grinding Circuit Tuningmodel
  • Ore Block Trackingmodel
  • Yield Orchestrationmodel

How AGI delivers it

Four ways AGI delivers

  • Services-as-Software

    Get the professional outcome delivered as software, priced on results, not headcount.

    Services.do
  • Autonomous Agents as digital employees

    Hire a digital employee that does the job under earned, supervised autonomy.

    Agents.do