The first time we measured it, we were stunned—thirty-seven engineering hours gone every month to the same silent chore: manual data retention control.
Data retention isn’t thrilling work. But without it, you face compliance risks, storage bloat, and unpredictable costs. Most teams bury this task in the backlog until deadlines force a scramble. Engineers jump from feature work to hunt down expired records, script cleanup jobs, and patch inconsistencies. Every switch pulls them away from building. Every hour lost slows product velocity.
When retention controls are automated, the payoff is immediate. Think less firefighting, fewer late nights, and more consistent data hygiene. You stop paying the hidden tax of manual deletion runs. You cut the chances of accidental data loss. And you gain clarity—you know exactly how long data lives and when it’s removed.
The cost is real, just like the gains. In teams we’ve seen, moving to automated data retention controls reclaimed over 400 hours in a year. That’s enough to fund major builds that actually ship. It’s not just about engineering hours saved; it’s about giving skilled people the space to do high-value work.