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Mine-to-market Industry 4.0 insights: get the complete, real-time view from end-to-end.

Access free resources and discover how Industry 4.0 technology can give you complete oversight of operations from mine-to-market.


Industry 4.0 technology enables miners to get the real-time performance metrics they need + all-new abilities to improve them.

Even before the pandemic, COP26, and war in Ukraine; the mining sector was undergoing a paradigm shift.

Local carbon reduction targets and the growing demand for different products in order to support energy transition presents the sector with a very clear future.

Achieving this change would be challenge enough, but it comes against the backdrop of reducing mine productivity rates, limited capital availability, and obligations to the sector’s own environmental, social as well as workforce ‘zero targets’ all adding complexity.

The question is: how can the mining sector achieve its own zero harm, zero waste and zero carbon commitments; change to support energy transition; as well as protect short-to-medium term profitability?

Industry 4.0 technology presents the mining sector with a vast array of opportunities to transform - both operationally and strategically - and can give it the real-time monitoring abilities from mine-to-market that will be critical if miners are to succeed in the present whilst plotting a profitable future.

What's more, immediate efficiency savings and yield increases can be simply and rapidly achieved through the adoption of intelligent Industry 4.0 technologies that harness the power of data science to analyze real-time data and then direct manual optimizations or AI-led interventions in an all-in-one solution.

Using an intelligent, next generation data, AI + IoT platform, miners can collate, process and analyze all their data from mine-to-market in real-time; uncover macro, micro, lifetime and lifecycle insights using machine learning; and then seize new opportunities offered by AI and automation-led abilities. The technology enables you to drill-down and identify individual assets or areas that might be causing operational problems today, predict those that will tomorrow, and provide decision-makers in the boardroom and the field with the means to analyze, optimize and de-risk their operations like never before - in real-time - so that they can achieve critical strategic and operational goals.

The technology also enables businesses to integrate all its data, no matter its location; guarantee data accuracy; and then apply adaptive and predictive analytics to give not only an accurate real-time single source of truth, but the insights needed to design a roadmap that plots the path from miners to commodity providers, all whilst managing and minimizing environmental and workforce harm, successfully.

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Data, AI + IoT solutions enable you to effortlessly track these key performance + any other mining metrics in real-time:

  • All-in costs-per-unit (AIC)
  • All injury frequency rate (AIFR)
  • All-in sustaining cost-per-unit (AISC)
  • Average payload
  • Average realised price
  • Average cost per hour
  • Benchmark average price
  • By-product credit
  • Capital expenditure
  • Cash cost
  • Cash operating costs per barrel of oil equivalent (BOE)
  • Cash operating costs per unit produced
  • Cash-to-cash time (C2C)
  • Change time between cycles
  • Churn
  • Closure status
  • CO2/NOx/PM10/
    PM2.5/Fluoride emissions
  • Compliance status
  • Consolidated sales revenues
  • Cost of goods sold
  • COVID status
  • Delivery in Full (DIF)
  • Delivery in Full on Time (DIFOT)
  • Due diligence status
  • Efficiency score
  • Employee hiring rate
  • Employee turnover rate
  • Energy usage / mix
  • Environmental score
  • Environmental incident rate
  • Exploration costs
  • Fatality frequency rate
  • Finding & development costs
  • Fines and debts
  • Freight Bill Accuracy
  • Grade percentage
  • Gross product sales
  • Inventory status / levels
  • Inventory turnover / velocity
  • Inventory to sales ratio
  • JORC balance
  • KPI status
  • Land footprint - disturbed
  • Land footprint - regenerated
  • Lifespan estimate
  • Lifting costs
  • Logistics costs
  • Net cash generated
  • Net debt
  • Occupational illness cases (new / existing)
  • Overall Equipment
  • Effectiveness (OEE)
  • OHS status
  • Operational efficiency
  • Payables to government status
  • Perfect Order Index
  • Production cost per-tonne
  • Production volume
  • Profit / loss
  • Profitability
  • Safety score
  • Sales revenue
  • Sales volume
  • Scope 1 emissions (tCo2e)
  • Scope 2 emissions (tCo2e)
  • Scope 3 emissions (tCo2e)
  • SDG status
  • Supply chain costs
  • Sustainable Mining Indices
  • TCFD status
  • TOE Footprint
  • Total Effective Equipment Performance
  • Total lifecycle energy
  • Unit variable costs
  • Utilization
  • Volume sold
  • Warehousing costs
  • Women in workforce
  • Work order completion

Improve all your mining production & efficiency metrics + achieve sustainable zero harm, zero waste & zero carbon:

Get a single source of truth + predictive analytics for complete, accurate real-time monitoring from mine-to-market.

Enable you to deliver on zero harm to workforce and environment, zero carbon + zero waste strategic objectives.

Conduct enhanced, real-time risk assessments at all lifecycle + lifetime stages using complete, accurate data.

Use Industry 4.0 machine learning, AI and IoT functionality to improve uptime + production to increase tonnage.

Model process & equipment optimizations using advanced predictive analytics + then apply to individual assets, functions, fleets + sites.

Create a complete Industry 4.0 solution with automated, AI-led decision-making - transform your business.

Tell us the metrics you need and we'll tell you to get them, anywhere + anytime.

Explore our interactive diagram to discover where Industry 4.0 technology can help you from mine-to-market:

Free Insights: discover how data, AI + IoT technology can give you total real-time visibility from mine-to-market, plus the ability to easily improve your metrics, fast.

Report | Mining + Industry 4.0: AI + IoT’s role in reaching a profitable net-zero future.

Discover why, how and where the mining sector should get started with Industry 4.0 technology - and just what it is.

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Mining + Industry 4.0 400

The Mining sector's Industry 4.0 opportunity

Industry 4.0 technology presents the mining sector with huge opportunities; enabling miners to gradually transform, ready for the 'zero' future.


Data consolidation gives miners the foundation needed to succeed

Data consolidation and the ability to analyze it in real-time provides miners with the perfect cocktail for success both strategically and operationally.


Industry 4.0 applications in the Mining sector

In this, the second blog in the series, we look at the ways that Industry 4.0 AI + IoT technology can provide miners with enhanced real-time insights that enable better decisions to be taken, faster - plus much more.


The Mining sector's window for transformation

The mining sector has never been in a better position to deliver real, transformative change than now - read on to find out why now is the time to act.

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Report: How the Mining Sector can Achieve Zero Harm with Industry 4.0 Technology

Discover how insights, interoperability, instruction and intelligence will enable miners to achieve their zero harm safety goals.


Industry 4.0 (and zero goal) attainment: the technology blueprint

Industry 4.0 status is not achieved through a single solution or an integrated AI + IoT platform - but it definitely needs the latter.

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Report: How Industry 4.0 Technology will Transform Plant, Machinery & Equipment

A report examining the need for, use cases and benefits of utilizing Industry 4.0 AI + IoT technology with plant in the mining sector.

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Report: Solving the ESG Conundrum: Industry 4.0 Technologies’ Role in Enabling Miners to Zero

Discover how Industry 4.0 technology can enable the mining sector to achieve strategic ESG goals.


The challenge (and benefits) of an enhanced ESG focus in mining

SDG and ESG goals have now taken center stage within the mining sector and it's just as well - the evidence suggests it could improve miners' performance.


Real-time data analysis failings are hurting miners' brand

A lack of real-time data analysis capabilities in the mining sector is failing workforces, communities, and the environment - here's how to fix it.


The relationship between Industry 4.0 technology and zero harm

Industry 4.0 technologies present the mining sector - arguably for the very first time - with the opportunity to actually reach zero harm.


Plant + Mining's path to 2050

With vast fleets containing multiple asset classes, spread over large areas and across multiple, remote sites; the mining sector has a big challenge ahead.


Considerations when adopting Industry 4.0 technology in the mining sector

Everyone talks about the benefits of Industry 4.0 technology, but there are considerations to be aware of, too.


Mining Safety: The industry must recognise it has a fatality cycle

The mining sector needs to change its mindset and act if it's going to make any difference to current fatality rates.


How the Mining sector can adopt Industry 4.0 technology successfully

For Industry 4.0 technology to be of benefit to any business, it must be able to demonstrate tangible, bottom-line benefits for your organization.


Why now for Industry 4.0 technology in the Mining sector

With such a host of drivers for change and a wealth of riches available if they do so, now really is the time for miners to embrace their new future.

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I4 Mining can give you the metrics you need and all-new abilities to improve them - including the power to predict + change the future.

Providing real-time, accurate insights coupled with advanced management, automation and AI functionality; our Dynamix data, AI + IoT platform and solutions enable you to get the complete picture and achieve your zero harm, zero waste and zero carbon objectives, simply.

Discover what I4 Mining can enable you to achieve - speak to us today.


I4 Mining | Brochure

Discover how I4 Mining can give you complete mine-to-market visibility in real-time, predictive insights, and all-new, transformational Industry 4.0 abilities effortlessly.

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Find out more about the platform that powers our Industry 4.0 solutions:
the Dynamix real-time data, AI + IoT solution delivery platform.

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