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.
