Data Ingestion & Integration

PI ingestion is where OT realities meet your PI architecture: noisy signals, legacy protocols, security zones, buffering, naming standards and the inevitable “it worked in the lab” surprises.

MQTT is a common OT telemetry transport: lightweight, tolerant of intermittent networks and suited to event-driven publishing. For sustainable, large-scale delivery into PI, teams usually translate MQTT messages into...

Choosing between PI Interfaces and PI Adapters is rarely just technical. It’s driven by existing connectivity, security constraints, vendor protocols, and operational ownership. This guide is for the people who run th...