# EMQ and ClickHouse: Real-time, AI-assisted analytics at the industrial edge

DevFeed: [EMQ and ClickHouse: Real-time, AI-assisted analytics at the industrial edge](<https://devfeed.tech/articles/emq-and-clickhouse-real-time-ai-assisted-analytics-at-the-industrial-edge-5235.md>)

Original publisher: [Read original article](<https://clickhouse.com/blog/emq-ai-assisted-analytics>)

Author: ClickHouse

Published: 2025-12-15T00:00:00Z

Content type: article

Language: en

Sources: [ClickHouse Blog](<https://devfeed.tech/sources/clickhouse-blog.md>)

Topics: [networking](<https://devfeed.tech/topics/networking.md>), [dashboards](<https://devfeed.tech/topics/dashboards.md>), [Kafka](<https://devfeed.tech/topics/kafka.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [analytics](<https://devfeed.tech/tags/analytics.md>), [clickhouse](<https://devfeed.tech/tags/clickhouse.md>), [dashboards](<https://devfeed.tech/tags/dashboards.md>), [devices](<https://devfeed.tech/tags/devices.md>), [edge](<https://devfeed.tech/tags/edge.md>), [kafka](<https://devfeed.tech/tags/kafka.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [observability](<https://devfeed.tech/tags/observability.md>), [real-time](<https://devfeed.tech/tags/real-time.md>)

## AI overview

EMQ uses ClickHouse Cloud for real-time analytics in its MQTT-based industrial IoT platform. The article describes a pipeline from edge devices to cloud dashboards and AI-powered observability tools using ClickHouse MCP.

## Source excerpt

"By using ClickHouse MCP, you can perform highly complex analytics, monitor data, and exercise fine-grained control." - Cheng Sun, Solution Architect