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This case study

The Problem
A mid-sized upstream Oil & Gas company had been using conventional ways to forecast their reservoir's performance for decades. Then, they started to gather enough data to use machine-learning algorithms.
Instead of buying expensive (and excessive) software from a major vendor, they wanted to build a custom forecasting model.
The Solution
Our team developed, trained, and tested several modern reservoir models for precise performance and decay forecasting using Python, R, and other modules. We built a custom web application with a complex UI to analyze the models' behavior as well as tweak and optimize its parameters.
The Result
  • Our client is now equipped with a modern digital tool.
  • This tool is fully integrated into the company's ERP system.
The Impact
The forecast quality was enhanced by up to 37 percent!
More details
Check out our CEO's article with more details on this project:

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More About Our Team

  • We have 15+ years of experience in building business intelligence, data warehousing, and analytics & reporting systems.
  • Our team has completed 100+ projects in Retail, FRCG, Logistics, Oil & Gas, Heavy Machinery, Construction and development and other industries.
  • Our Headquarters is located in California. We have R&D teams located in the Czech Republic and Tajikistan.
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A17 Incorporated, 541 Jefferson Ave, Ste 100, Redwood City, CA 94063
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