Operational excellence through
bespoke data solutions

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Data Services

Data Science

Data science is essential for analysing complex datasets in heavy industry facilitating informed decision-making processes. Our services focus on enhancing operational efficiency, safety, and sustainability by combining data and decision science. This approach provides a comprehensive analytical capability that enables forecasting trends, predicting equipment failures, and optimising resource use.

Integrating advanced analytics and machine learning into our services addresses the specific challenges of these industries; offering practical solutions for operational improvements, risk mitigation, and sustainability efforts. Our data science applications aim to transform decision-making processes into predictive, accurate, and datadriven insights, contributing to setting new standards in efficiency and sustainability.

Our commitment is to provide functional, data-driven solutions that address the unique needs of heavy industry, facilitating a move towards more efficient, safe, and sustainable operations.

Featured Services Featured Insights

VeracityLab: Our Data Science Engine


Leveraging data to anticipate industry trends, aiding in strategic planning and resource allocation


Using predictive analytics to identify potential equipment failures before they occur, minimising downtime and maintenance costs


Applying optimisation algorithms to enhance the efficiency of operations, reducing waste and improving output.


Data analysis identifies and mitigates potential risks, ensuring safer and more reliable operations.


Supporting sustainability initiatives through data driven insights that help in reducing environmental impact and promoting responsible resource use

Why choose AIE's data science service?

  • Tailored solutions for diverse industries
  • Proven track record of delivering actionable insights
  • Expertise in predictive analytics, machine learning and artifical intelligence
  • A commitment to driving efficiency, innovation and sustainability through data

Click below to find out more about our data science competencies

Our User Case

Descriptive Analytics

Descriptive Analytics

Analyse unstructured textual data from any source to extract valuable insights and automatically categorise downtime events, identify recurring issues, and uncover underlying causes

Predictive Analytics

Predictive Analytics

ML-driven RCM; survival analysis completed for assets with limited data to develop prioritised tactical and strategic repair/replacement plans

Prescriptive Analytics

Prescriptive Analytics

Chemical optimiser deployed to advise field operation team in real-time on target reagent requirements

Spatial Analytics

Spatial Analytics

Plan variation analysis and impact on spatial compliance to enable forecasting of future operational outcomes

Computer Vision Analytics

Computer Vision Analytics

Engaging computer vision for real time emissions extraction. Augmented dashboards and tailored reports for compliance and prediction. Processing 8TB+ of data

Time Series Analysis

Time Series Analysis

Time series analysis to support optimisation for strategic planning activities and infrastructure investment


Industrial Data Science

Join us on a journey to supercharge your skill set and gain a deep understanding of the game-changing potential of Data Science in today's fast-paced industrial landscape. Our course isn't just theory; it's a hands-on experience that equips you with the tools and know-how to tackle real-world challenges head-on.

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Industrial Data Science