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by debosmit 840 days ago
its not necessarily about the privacy layer per se. the workflow i was ideating over is as follows:

1. spin up a production-equivalent database (eg: mysql container instead of prod RDS)

2. point a process/binary (maybe a simple container) to:

-- source db (RDS)

-- sink db (mysql container)

-- transformation function (that may use gen AI, etc) to seed sink db with synthetic/anonymized data [there may be some parallel process to enable testing of this transformation function]

3. profit (use this for dev etc)

Key over here would be speed in step (2) if the entire pipeline were to run end-to-end on-demand. do you have some examples of using SDV to achieve this? highly possible that there's already something in the docs that I have missed