Oil, Gas, and Energy

Achieve Efficiency and Insight Across Upstream, Midstream,
and Downstream Operations
Solution brief

Oil, Gas, and Energy

Achieve Efficiency
and Insight Across
Upstream, Midstream,
and Downstream
Operations

AI Advances Digital Innovation and Acceleration

To optimize production and exploration, predict failures in the field, and mitigate risk, oil and gas companies are turning to transformational digital technologies to unlock efficiencies and accelerate insight. By reducing or replacing time-consuming day-to-day tasks and processes, AI can extend efficiencies across the oil and gas value chain, improving decision-making and enabling innovative, accelerated approaches to exploration, production, distribution, and delivery.

Leverage AI to Competitive Advantage

Discover the value hidden in your proprietary data. Dataflow-as-a-ServiceTM augments your organization’s AI expertise by providing a comprehensive platform, services, and models that enable oil and gas companies to develop and deploy state-of-the-art AI solutions without the time and expense of building complex AI architectures and hiring teams of machine learning experts.

Large stores of seismic data, sometimes collected over years of exploration, hold the answers to the size and location of hydrocarbon deposits. Deep learning and specifically applying CNNs to three or greater dimensional cubes, offers the ability to assist geophysicists in their work to improve discovery and extraction of deposits in the most efficient and environmentally friendly way.

Building systems that can analyze high-resolution images opens up new opportunities to deliver innovative applications that automate predictive asset maintenance, asset inspection, monitoring of pipelines, and more—enabling better decisions.

Use Cases

Seismic Processing

Large stores of seismic data, sometimes collected over years of exploration, hold the answers to the size and location of hydrocarbon deposits. Deep learning and specifically applying CNNs to three or greater dimensional cubes, offers the ability to assist geophysicists in their work to improve discovery and extraction of deposits in the most efficient and environmentally friendly way.

Predictive Asset Maintenance

Building systems that can analyze high-resolution images opens up new opportunities to deliver innovative applications that automate predictive asset maintenance, asset inspection, monitoring of pipelines, and more—enabling better decisions.

As powerful as the latest AI innovations are, moving them to production consumes vast technology resources, requires an army of experts to scale and time to production is lengthy. To support a high volume of interactive users and provide them with exceptional experiences, retailers need access to highly scalable, low-latency production inference systems that deliver against SLAs at a fraction of the cost of conventional solutions.

Accelerated AI Solutions

SambaNova helps oil and gas companies deliver AI innovations that automate processes, predict equipment failures in the field, improve uptime production, and mitigate risk.

DATAFLOW-AS-A-SERVICE
FOR VISION

In machine learning image processing and analysis—resolution is everything. Unlock the full advantage of your high-resolution images.

DATAFLOW-AS-A-SERVICE
FOR LANGUAGE

Achieve breakthrough efficiency in NLP while you free up your machine learning talent to focus on higher-value initiatives.

DATAFLOW-AS-A-SERVICE
FOR RECOMMENDATION

Improve the accuracy of your predictions to deliver more personalized, meaningful information and content to your end-users.

Learn how SambaNova enables companies to leverage AI to incorporate efficiencies and make better decisions faster.

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