Our data pipelines today run offline - someone kicks off a script, pulls a CSV, cleans it, and the insight is already stale by the time it reaches the team. We're moving that whole workflow to the cloud so our operational data (CRM activity, lesson bookings, student engagement) stays live and queryable without human intervention. You'll help build that foundation from the ground up.
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