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You are correct, there is no way to control this natively within AWS. If they are downloading content from S3, I would look at using Direct Connect or CloudFront to reduce the data transfer costs, if possible. These may reduce costs enough that it is no longer a concern.
If it still is a concern, I would consider using the access logs to calculate the amount of data transfer by each user/role and then internally-charge the teams. This will give them the responsibility to manage their usage, without imposing a hard limit.