Use MQTT to publish only real-time, meaningful data updates — improving bandwidth, reducing latency, and eliminating polling overhead.

Add context and structure to your data automatically. Sparkplug standardizes tag naming, hierarchy, and state awareness for seamless interoperability.

Bridge your data into Snowflake, AWS, or Azure for quality analytics, OEE insights, traceability, and supply chain optimization — all with no custom code.