Our experience with ALEX has been generally positive, especially in consolidating multiple data governance functions into a single platform. Before adopting it, we were using separate tools for cataloging, lineage tracking, and data quality, which created fragmentation. ALEX helped bring these capabilities together, making it easier to manage metadata centrally. The platform is particularly useful in improving visibility into data assets and understanding how data flows across systems. However, adoption took time, mainly due to the learning curve and the need to align internal processes and policy enforcement, which require careful configuration to deliver consistent results.

Good data lineage for model data governance, it tracks where the data comes from and how it flows.