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 is a service that automatically extracts text and data from scanned documents. Amazon Textract goes beyond simple optical character recognition (OCR) to also identify the contents of fields in forms and information stored in tables.
Many companies today extract data from documents and forms through manual data entry that’s slow and expensive or through simple optical character recognition (OCR) software that requires manual customization or configuration. Rules and workflows...
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.