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Industrial Operations,
 

Powered by
Industrial AI.

Industrial AI Solutions For

Optimising Asset

Performance.

NEXGINEER Platform
NEXGINEER Platform
black and white oil pump

SIG Machine Learning is an Industrial AI company dedicated to helping optimise and decarbonise industrial operations.

Our flagship product, the NEXGINEER platform, brings Industrial AI into engineering teams.

Machine learning-based systems that engineers can select, manage and optimise.

Empowering engineers with modern technologies for fast and informed decision-making.

NEXGINEER enhances efficiency in core processes like asset monitoring, optimisation, and maintenance.​ The platform provides integrated tools for trending, analysis, and mapping. Engineering teams can review recommendations, run scenarios, optimise objectives, provide feedback, and make fast, informed operational decisions.

Nexgineer screen on a desktop computer
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Why Industrial AI?

Efficiency

Efficiency.

Deploy intelligent systems that analyse data for you.​​​​​​​​

Enhance efficiency

​​​​​​​Configurability.

Configure and optimise Industrial AI systems for specific operational needs.​

Performance

​​Performance.

Enhance asset safety, reliability, and performance while reducing costs and emissions. â€‹

black and white oil pump

Recent Project Highlight

Smart Control System Achieves Closed-Loop Control

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About the SmartPCP Project

In an industry-first, SIG ML's Industrial AI systems for Asset Optimisation & Control were tailored for the unique challenges of the oil and gas industry. A Smart Control system was delivered to generate recommended setpoints, that can be applied to autonomously coordinate existing manual and Proportional-Integral-Derivative (PID) controllers, significantly enhancing the efficiency and cost-effectiveness of Progressing Cavity Pump (PCP) wellsite networks. This technology is deployed at scale in an industrial control platform, performing network-level optimisation of PCP well fields.

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Impact

SmartPCP has delivered remarkable results. The system achieves 98% accuracy in recommending optimal setpoints, ensuring highly reliable automation of control adjustments. Engineers are now completing tasks in 30% of the time, achieving significant performance gains, reducing costs, and lowering emissions. This is accomplished through dynamic optimisation that intelligently adjusts operational parameters in near real-time.

Value, Delivered.

98%
Engineering Verified Accuracy

70%
Engineering Time Saved

$1M+
Value-Add Projects

900+
Assets Using Industrial AI Solutions

engineers looking at pipes

"We are now moving toward a large scale roll out and look forward to partnering with SIG and realising $Ms of value in our business."

​

Engineering Team Leader, ASX100 Gas Producer

Industrial AI network

What is
Industrial AI?

Industrial AI network

Industrial AI involves the application of artificial intelligence (AI) within industrial operations. This technology can be used to streamline and automate decision-making processes in operational settings to significantly boost operational efficiency and asset performance.

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Machine learning (ML), a subset of AI, is integral to Industrial AI.  ML-based models can be engineered to predict or estimate outcomes relevant to engineering workflows that enable engineering teams to efficiently manage and optimise industrial performance.

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Request a Demo

​Contact us to learn more, discuss next steps, and see a demonstration of NEXGINEER.

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