Dennis T. datalake sounds interesting; not too deep into this whole thing but consider interviewing some claygencies about that. as a small input: i would prefer to dump data once and get a solidified table back. because i need to do that once for a client where we take over because they did it themselves etc. thats what abdul said in the beginning. so its quite punctual. no sure if its a too big problem though. gtm engineers get paid to do it and often times you need to know whats inside this api blockbox. how it works etc. but datalake idea doesnt sound stupid, just need to be money validated.