Device and edge

Sensors need identity, calibration and known sampling behaviour. Edge logic keeps essential operation local and filters what must travel.

Connectivity and data

Plan for intermittent links, duplicate messages, clock drift and schema change. Store provenance with the measurement.

Operations and security

Dashboards matter only when alerts have owners and response paths. Segment networks, rotate credentials and make remote actions explicit.