# Build a real-time equipment monitoring pipeline with Snowflake and MQTT

DevFeed: [Build a real-time equipment monitoring pipeline with Snowflake and MQTT](<https://devfeed.tech/articles/build-a-real-time-equipment-monitoring-pipeline-with-snowflake-and-mqtt-12738.md>)

Original publisher: [Read original article](<https://www.redpanda.com/blog/real-time-monitoring-snowflake-mqtt>)

Author: Sesethu Mhlana

Published: 2025-09-16T00:00:00Z

Content type: tutorial

Language: en

Sources: [Redpanda](<https://devfeed.tech/sources/redpanda.md>)

Topics: [Monitoring](<https://devfeed.tech/topics/monitoring.md>), [MQTT](<https://devfeed.tech/topics/mqtt.md>), [Internet of things](<https://devfeed.tech/topics/iot.md>), [dashboards](<https://devfeed.tech/topics/dashboards.md>), [Databases](<https://devfeed.tech/topics/databases.md>)

Tags: [connectors](<https://devfeed.tech/tags/connectors.md>), [data](<https://devfeed.tech/tags/data.md>), [database](<https://devfeed.tech/tags/database.md>), [heat](<https://devfeed.tech/tags/heat.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [iot](<https://devfeed.tech/tags/iot.md>), [manufacturing](<https://devfeed.tech/tags/manufacturing.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [mqtt](<https://devfeed.tech/tags/mqtt.md>), [operational](<https://devfeed.tech/tags/operational.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [redpanda-connect](<https://devfeed.tech/tags/redpanda-connect.md>), [sensors](<https://devfeed.tech/tags/sensors.md>), [tutorial](<https://devfeed.tech/tags/tutorial.md>)

## AI overview

A tutorial showing how to build a real-time equipment monitoring pipeline for machine temperature data using IoT sensors, MQTT, Redpanda Connect, and Snowflake. It covers streaming sensor data, storing it in a database, and visualizing it in charts to support proactive maintenance, operational efficiency, safety, and compliance.

## Source excerpt

Learn how to build an end-to-end, real-time equipment monitoring solution using MQTT, Redpanda Connect, and Snowflake.