We're operators, not observers. Our engineers have spent their careers running data platforms in production, the kind that carry real traffic and real bills, so we know where the waste hides because we've had to answer for it ourselves. We've built and managed cloud infrastructure at scale, run data lakes through the difficult realities of growth, right-sized compute that was quietly burning money, and led migrations without incurring costly downtime.