AWS IoT SiteWise
AWS IoT SiteWise acts as a collector and interpreter for IoT data. It handles the concrete work of gathering raw signals and making sense of them, serving as a dedicated layer for industrial data ingestion.
It fits teams needing structured IoT data without a free tier, meaning you pay as you go from day one. This pay-as-you-go model is the real trade-off, requiring careful cost management since there is no initial free allowance to test the waters.