For organizations just starting to look at IoT implementations, the following article does a good job of framing the rudiments of what is required. Readers should take special note of the references to Big Data versus Fast Data.
A successful enterprise IoT architecture needs fast ingestion, an operational database, event triggers, and data export for longer-term analytics.