The backlog was out of control. 80% of the data work wasn't being done because there was never enough time. It was all reactive. Customer reported a problem? You'd find it in the data three weeks later. CRM had bad records? You'd notice when a deal went sideways.
What changed
Work actually got done
With a dedicated pod, the work that never happened before just... happened. On schedule. Every day. The onboarding data got verified. The customer records got cleaned. The reconciliation ran on time.
For the first time, the team wasn't choosing between important work and everything else. Everything was getting done.
Backlog started shrinking
The first month, the backlog actually went down. By month three, it was half what it was. By month six, it was manageable. The team wasn't drowning anymore.
The quality was different
This was unexpected. When the work is routine, and someone's actually paying attention to it, quality gets better. Not just marginally. Dramatically. 98% accuracy where it used to be 75%. Fewer errors reaching customers. Fewer things you'd discover in the data six months later.
The team got their time back
The core team stopped spending their day on urgent data problems and started spending it on actual strategic work. Customer success work. Feature prioritization. Sales enablement. The kind of work that moves the business forward.
The surprising part
The most surprising part? It wasn't as expensive as they thought it would be. The cost of the pod was less than the cost of the opportunity cost they'd been paying all along.
Turns out, when you're paying your best people $150k+ salaries to do $15/hour work, a dedicated pod actually saves money.