Organizations typically build the CI/CD pipeline. The main application could be hosted anywhere - it could be hosted on a machine, EC2, or it could be containerized. Some organizations do manual deployment, while others do integrated CI/CD using AWS CodeBuild or GitHub Actions. Different modes are available depending on what the organization is following.
Machine Learning Engineer at a tech services company with 1,001-5,000 employees
Real User
Top 10
Aug 29, 2025
I did not think about the cost that much because we have to fulfill the customer's requirement. Whatever they demand, we do not think about cost at first. Whatever the cost involved, we will pay for that and use the services.
Amazon Textract offers comprehensive data extraction capabilities, allowing for seamless integration with analytics and minimal document storage needs.Amazon Textract provides users with intuitive OCR functionalities and accurate data extraction, including key-value pairs with coordinates. It reduces manual labor through efficient API calls and improves processing of handwritten data. Users benefit from its ability to organize and extract data rapidly for spreadsheets, enhancing compliance...
Organizations typically build the CI/CD pipeline. The main application could be hosted anywhere - it could be hosted on a machine, EC2, or it could be containerized. Some organizations do manual deployment, while others do integrated CI/CD using AWS CodeBuild or GitHub Actions. Different modes are available depending on what the organization is following.
I did not think about the cost that much because we have to fulfill the customer's requirement. Whatever they demand, we do not think about cost at first. Whatever the cost involved, we will pay for that and use the services.
The solution is quite expensive. There are some cheaper tools available on Google platform.