World's first AI for real time production optimization

Together with world leading partners, we have developed the first artificial intelligence for upstream oil & gas production optimization, leveraging big data and machine learning techniques to solve the continuous stochastic optimization problem.

Unique selling points

  • 10 years of R&D

    Together with world leading partners, we have developed the first artificial intelligence for upstream oil & gas production optimization, leveraging big data and machine learning techniques to solve the continuous stochastic optimization problem.

  • Superior capabilities

    The AI analyzes thousands of production data streams in real-time, identifies field behavior and relations, estimates relevant parameters, correlations and uncertainties, and automatically provides up to date prediction models for optimization.

  • State of the art

    Our in-house developed, proprietary and patented AI is tailored to the complex oil & gas production data analytics and optimization problem, while leveraging the most powerful machine learning, optimization and cloud computing engines available.

  • Significant value creation

    The AI identifies and enables best practice across all production teams and historical production settings, continuous and systematic production optimization, and frees up valuable time for your production engineers to do creative problem solving.

Technology

Big data

Data mining and squashing

Our AI fuels on vast amounts of raw production data, capturing thousands of time series continuously sampled and tracing them back for years. Leveraging machine learning techniques for automatic pattern recognition and classification, the production data is refined and distilled through advanced statistical analyses and compressed to high-grade information through our proprietary and patented algorithm.

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Machine learning

Multiple real time machine learning systems

The AI leverage multiple real-time machine learning systems working in parallel, combining hierarchical neural networks, first principle physics, statistical models, and truly known parameters. This enables our AI to capture and analyze the dynamics of the production system and separating reservoir effects from the production control responses such as choke positions, gas lift rates, artificial lift equipment, and network routing of the wells.

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Optimizing

Continuous search for maximum

Leveraging the power of its predictive capabilities with up-to-date, fast and accurate models, the AI enables a continuous search for maximum with our patented optimization algorithm. The AI captures and calculates the uncertainties through the whole data pipeline from raw data to estimates to predictions. This enables you to exploit the upside potential in your system while managing downside risk through our tracking and stop loss functionality.

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