Analysis of 390 custodial deaths across Texas's four largest county jails (2015-2025) reveals a 3.6 fold variation in preventable death rates, from 7.8% in Dallas County to 27.9% in Travis County. Suggesting that institutional factors, not individual characteristics, determine outcomes. This research provides evidence-based recommendations for statewide jail reform to prevent unnecessary deaths in custody.