Cloud Costs Now Tax Data Validation Checks
from Cloud Computing with Fexingo: AWS, Azure, GCP, and Modern Infrastructure Conversations Hosted by Fexingo
Episode 117 of Cloud Computing with Fexingo dives into a quiet but expensive change hitting cloud bills: data validation charges. Starting in late 2025, AWS began metering and billing for schema validation on data streams in Kinesis Data Analytics. Azure followed with a similar metering on Stream Analytics job inputs in early 2026. Lucas and Luna break down what these charges are, why they matter for real-time pipelines, and how one mid-size fintech saw a 14% spike in their monthly bill from validation alone. If you build data pipelines in the cloud, this is a cost you need to watch. The hosts also discuss workarounds, like offloading validation to cheaper compute or using open-source frameworks, and why providers are pushing this now — to capture value from data prep workloads that used to be free. #CloudCosts #DataValidation #AWS #Azure #KinesisDataAnalytics #StreamAnalytics #DataPipeline #RealTimeData #Fintech #CloudBilling #DataEngineering #SchemaValidation #FexingoBusiness #BusinessPodcast #Technology #CloudInfrastructure #DataStreaming #CloudEconomics Keep every episode free: buymeacoffee.com/fexingo
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