About Our Customer

SotaICG, an innovative Data Analytics Agency powered by AI with a focus on the oil and gas industry.

Established in 2020, they are a young startup lead by Oil & Gas experts, participated in many oil & gas and IT projects across more 25 countries. From aware of Oil & Gas industry, they have offered three key solution:

a. Data Warehouse

  • Matches Oil and Gas distinction data types
  • Convenient Sharing

b. Artificial Intelligence

  • Automated interpretation and forecasting
  • Optimize operation with AI predictive maintenance
  • Utilizing AI for automating lessons learned

c. BI Solution

  • Visualizing data
  • Update in real-time 
  • The interface is designed to be suitable for each operating system


The Challenge

Many complex interconnected vendors on a drilling

Oil & Gas data type is very distinctive and data size is huge

Infrastructure need t be powerful and elasticity to suit with Oil & Gas industry 

Amazon Web Services to build up the solution

S3, Redshift: To build a data lake and a data warehouse, S3 is a cost effective solution to store Oil & Gas Datafiles. After Cleaning the raw dataset, data is stored in Redshift and ready for ML phase.

AWS managed kubernetes combined with EC2 spot instances is a powerful and cost efficient solution to run ETL jobs in the data cleaning phase.

SageMaker: Oil & Gas Price Prediction or Drilling device maintaining prediction models are automated training by SageMaker Training jobs, while data preparation and model performance evaluation are facilitated through SageMaker Processing jobs.


    Other Blogs