Best data lifecycle frameworks tools tools in 2025

📊 Data analytics tools frameworks 📊 Data architecture frameworks tools 📊 Data cataloging frameworks tools 📊 Data federation frameworks tools 📊 Data integration frameworks tools 📊 Data orchestration frameworks tools 📊 Data pipeline frameworks 📊 Data quality frameworks tools 📊 Data retention frameworks 📊 Data security frameworks tools 📊 Data transformation frameworks 📊 Data transformation frameworks tools 📊 Data visualization tools frameworks 📊 Data warehousing frameworks 📊 Data warehousing frameworks tools