Mining

Mining

WITH

In the mining industry, managing the unexpected is part of every shift and its impact is seen across the entire operation. Haul trucks go down without warning. Ore grades vary more than planned. Weather halts blasting or slows hauling. Maintenance teams chase surprise equipment failures. Management watches production targets slip and costs rise without a clear early idea of how to fix it.

SourceOne® EKPS is a knowledge system that brings together operational data, geology and block models, fleet telemetry, maintenance records, supply chains, weather, safety logs, and more. It uses machine learning, simulation, optimization, predictive and prescriptive analytics to reason across that data and answer complex operational questions in plain, natural language.

SourceOne® captures how machines, materials, people, and processes actually interact, allowing it to learn recurring patterns, surface hidden constraints, and reason about cause and effect across the mine.

Where other tools can tell you what happened, SourceOne® helps you understand your data so you can anticipate what might happen.

Click here for more applications of SourceOne EKPS >

In the mining industry, managing the unexpected is part of every shift and its impact is seen across the entire operation. Haul trucks go down without warning. Ore grades vary more than planned. Weather halts blasting or slows hauling. Maintenance teams chase surprise equipment failures. Management watches production targets slip and costs rise without a clear early idea of how to fix it

SourceOne® EKPS is a knowledge system that brings together operational data, geology and block models, fleet telemetry, maintenance records, supply chains, weather, safety logs, and more. It uses machine learning, simulation, optimization, predictive and prescriptive analytics to reason across that data and answer complex operational questions in plain, natural language.

SourceOne® captures how machines, materials, people, and processes actually interact, allowing it to learn recurring patterns, surface hidden constraints, and reason about cause and effect across the mine.

Where other tools can tell you what happened, SourceOne® helps you understand your data so you can anticipate what might happen.

How You Can Use SourceOne®

  • Improve Mine-to-Mill Reconciliation:
    SourceOne can connect geological models, grade control, fleet management data, plant performance, and recovery metrics to reconcile what was planned, mined, and processed. It exposes where and why dilution, loss, or recovery gaps are occurring so teams can correct issues faster and plan with greater confidence.
  • Detect Ore Quality and Blend Risk Early:
    By analyzing real-time grade data, stockpile movements, haul routes, and mill feed performance, SourceOne can flag when ore variability or blending decisions are likely to impact throughput, recovery, or product quality before the effects show up in the plant.
  • Improve Planning Reconciliation and Forecast Confidence:
    By continuously reconciling plans against actuals across your operations, and processing, SourceOne can reduce the uncertainty baked into mine plans and forecasts, turning static plans into living, learning systems.
  • Forecast Production Risks:
    While most systems report tonnes moved or milled, SourceOne can analyze equipment health, haul cycles, bench conditions, weather, and workforce patterns to predict where production slowdowns or bottlenecks are likely to happen. SourceOne can predict the probability a plan will be completed based on the recent FMS and equipment data.
  • Forecast Cost Pressures:
    SourceOne can evaluate fuel usage, maintenance trends, consumables, energy demand, and operational variability to surface early signals of cost overruns.
  • Anticipate Equipment and Safety Issues:
    By connecting telemetry, maintenance history, operating conditions, and shift data, SourceOne can anticipate equipment failures and emerging safety risks before they lead to downtime or incidents.

These examples represent only a fraction of SourceOne’s potential. Built for flexibility, SourceOne empowers users to create the tools they need to support their operations and workflows, allowing new capabilities to emerge as their needs evolve.

SourceOne® consolidates and contextualizes all your data from diverse sources, bringing it into a single system that gives insights you didn’t know existed and options you didn’t know were available.

Mining Industry Whitepapers

How You Can Use SourceOne®

  • Improve Mine-to-Mill Reconciliation:
    SourceOne can connect geological models, grade control, fleet management data, plant performance, and recovery metrics to reconcile what was planned, mined, and processed. It exposes where and why dilution, loss, or recovery gaps are occurring so teams can correct issues faster and plan with greater confidence.
  • Detect Ore Quality and Blend Risk Early:
    By analyzing real-time grade data, stockpile movements, haul routes, and mill feed performance, SourceOne can flag when ore variability or blending decisions are likely to impact throughput, recovery, or product quality before the effects show up in the plant.
  • Improve Planning Reconciliation and Forecast Confidence:
    By continuously reconciling plans against actuals across your operations, and processing, SourceOne can reduce the uncertainty baked into mine plans and forecasts, turning static plans into living, learning systems.
  • Forecast Production Risks:
    While most systems report tonnes moved or milled, SourceOne can analyze equipment health, haul cycles, bench conditions, weather, and workforce patterns to predict where production slowdowns or bottlenecks are likely to happen. SourceOne can predict the probability a plan will be completed based on the recent FMS and equipment data.
  • Forecast Cost Pressures:
    SourceOne can evaluate fuel usage, maintenance trends, consumables, energy demand, and operational variability to surface early signals of cost overruns.
  • Anticipate Equipment and Safety Issues:
    By connecting telemetry, maintenance history, operating conditions, and shift data, SourceOne can anticipate equipment failures and emerging safety risks before they lead to downtime or incidents.

These examples represent only a fraction of SourceOne’s potential. Built for flexibility, SourceOne empowers users to create the tools they need to support their operations and workflows, allowing new capabilities to emerge as their needs evolve.

SourceOne® consolidates and contextualizes all your data from diverse sources, bringing it into a single system that gives insights you didn’t know existed and options you didn’t know were available.

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