The AWS service that can be used to capture this data as close to real-time as possible, while being able to both transform and load the streaming data into Amazon S3 or Elasticsearch is Amazon Kinesis Data Firehose
This refers to the use of a database to create tables and manage the data by adding, removing, or updating the tables when it is needed.
Hence, we can see that in order to set up the new inventory management system that would be able to capture the removal of items from the store shelves in real-time, the use of Amazon Kinesis Data Firehose would be recommended.
Read more about data management here:
https://brainly.com/question/13392153
#SPJ1