I don't often do b2c but I have had my fair share of projects where "we already have X at home" meant you needed to scale up a system that was thrown together optimizing only dev time or requirement flexibility. Often a bigger box was the cheapest solution.
Also interesting is defining architectures that can scale DOWN to optimize costs for highly variable workloads.
