Turn your data into predictive analytics in real-time.

Get accurate forecasting and leverage predictive insights to achieve goals.

Predict the future to minimise risks and maximise performance.

Inbuilt predictive analytics in our Sustainability Performance Platform (SPP) enables our solutions to allow you reduce risk, uncover inefficiencies, and succeed with sustainability.

Our Sustainability Performance Platform (SPP) and its ready-to-use ESG solutions enable you to turn your data into forecasts and deliver real-time predictive insights, enabling you to plot a successful pathway to 2050 and beyond.

The predictive power contained in our SPP and that is ingrained into all of our solutions empowers you to reduce risk, shrink costs, uncover optimisations, and improve ESG and SDG outcomes measurably and demonstrably.

Leverage the power of predictive analytics to achieve sustainability objectives:

Easy-to-use

Explore visual forecasts and the basis for them to understand how different inputs affect outputs.

Fully-integrated

Our solutions feature inbuilt machine learning to deliver predictive analytics with no gaps.

Modelling + scenario analysis

Explore different scenarios and explore how to improve outcomes.

Explore inputs

Use visualisations to look at individual aspects of your operations and their impact on sustainability goals.

Create or import

Use your own algorithms and data models within our solution to predict risk and compare their outcomes.

Continuous improvement

Use automation and AI to create a feedback loop that delivers ongoing optimisations + new insights.

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Advanced users: our no-code, simple, drag-and-drop interface for creating your own algorithms.

For those with mature sustainability solutions, you can utilise our AI Dynamix interface to create your own machine learning algorithms to deliver unique forecasts, insights and deliver AI-led optimisations.

Speak to us to find out more.

Bring your own model. Dynamix will support any Python-based predictive analytics model, including:

caffe
domino
dotdata
scikit
Tensolrflow
cloudera
Tamr
MLflow

Need help building a custom predictive analytics model?
We can help you deploy your own predictive analytics model in days, not months.

Getting your Machine Learning model + AI algorithm looking at past data and suggesting optimisations is one thing, but training it to tell you what’s about to happen in real-time based on how you’re operating at that moment can be another.

Dynamix enables you to achieve Industry 4.0-status, with AI-led interventions, and we can help you to get there even faster, helping you to:

  1. Define your goals, identify the data that affects it and where it's stored + how to get to it in real-time
  2. We combine + integrate existing, historical, training, human-entered, static and real-time data flow to build a repository
  3. Create data visualisations + dashboards to support pre-processing + simulation
  4. Pre-process your data. Conduct data validation, cleansing, sifting, decomposition, filtering, ordering, spectral decompression to determine what is relevant and establish parameters for the future
  5. We build the data model that your algorithm will be based on or import your existing model
  6. Build the Machine Learning algorithm based on your individual business’ set-up and desired outcomes
  7. Deploy the model in our simulator + run it with your data to train your algorithm and check it's correct
  8. We deploy it all into your solution, ensuring it’s working + is delivering adaptive improvements
  9. Over time and with larger data repositories, we can fine-tune your model, trial new ones, or add additional use cases to the same data sets to compound returns
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Find the true value of your data, transform it into actionable insights, and drive immediate business outcomes.

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Discover more about I4 Mining, our solutions and the technology that they're built upon.

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Our fully-featured, future-proof platform supports sustainability solutions that deliver real business outcomes.

Simplify

Reduce man hours
+ complexity.

Our sustainability solutions
diminish the need for manual
inputs and creates simple,
repeatable ways of delivering
accurate metrics, forecasts, and
improved performance.

Consultant-reduce

Limit reliance on
external contractors.

Our easy-to-use technology enables
you to create a personalised strategy,
monitor performance, and uncover
optimisations yourself. It also provides
suppliers with accurate metrics at the start
to deliver more efficient engagements.

Cost-Insights

Get cost saving insights +
new abilities to seize them.

Use explorable dashboards and reports
to drill into and compare performance
across sites, business areas, and assets; then use forecasts to model optimisations before leveraging automations to seize them, simply.

Reporting-cycles

Turn reporting cycles
into real time metrics.

Annual reports with questionable data
cannot provide you with the insights
needed to improve your sustainability
metrics. Much like your ERP, CRM or
other business system; our
sustainability solutions can give you the
data you need to succeed in real-time.

Emissions-costs

Uncover how emission costs
impact production.

With a complete, accurate view of
ESG and SDG performance from
mine-to-market, our sustainability
solutions unite your sustainability
data with production measures,
enabling you to establish the true
production costs.

All-in-one

Future-proof, all-in-one
sustainability solution.

Crystallise and give transparency to your
journey to 2050 and beyond by
using a solutions that have the
capabilities you need today, but which
will keep up with your compliance,
strategic and operational needs as they
change along the way.

I4 Mining works with best-in-class partners to deliver our
sustainability solutions anywhere in the world.

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Discover the technology that powers our solutions: Rayven's Industry 4.0 Sustainability Performance Platform.