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The DataOps Vendor Landscape, 2021

DataKitchen

Observe, optimize, and scale enterprise data pipelines. . Validio — Automated real-time data validation and quality monitoring. . LightUp Data — Proactively detect and understand changes in product data that are symptomatic of deeper issues across the data pipeline – before they are noticed.