Webinar
Introducing EMQX Tables: From MQTT Data to Time-Series Insights | Register Now →
ARTIFICIAL INTELLIGENCE

The AI-Ready MQTT Platform for Real-Time IoT Data

Stop building brittle data pipelines. EMQX provides a unified, scalable infrastructure to stream real-time IoT data directly to your AI models, analytics platforms, and LLMs.

Talk to an Expert

Why Your AI/IoT Stack Needs a Modern Data Backbone

Traditional data brokers weren't built for the scale and bidirectional speed of modern AIoT. A unified MQTT platform is the critical link between your devices and real-time intelligence.

The Unscalable Gap Between Devices & AI
AI models thrive on vast, continuous data streams. The challenge isn't just volume, but ingesting and processing that data in real-time from millions of globally distributed devices without hitting ingestion bottlenecks.
Why Kafka Isn't Built for the IoT Edge
While powerful, Kafka's log-based architecture is ill-suited for the IoT edge. It struggles with resource constraints, unreliable networks, and the vital bi-directional communication needed for command-and-control.
The Unified, AI-Native Solution
EMQX is engineered for AIoT. Its unified platform efficiently ingests, routes, and processes data from edge to cloud, delivering AI-ready streams to your analytics systems with the ultra-low latency real-time applications demand.

A Unified Architecture for the Complete AIoT Data Lifecycle

EMQX acts as the intelligent data backbone, seamlessly connecting millions of devices to your AI stack and back again.

A Unified Architecture for the Complete AIoT Data Lifecycle
Massive-Scale Ingestion
Collect real-time data from millions of devices.
In-Flight Processing & Integration
Connectors for any AI model, database, or cloud service.
Real-time Action & Control
Close the loop with low-latency device actuation.

From Raw Device Data to Actionable AI Insight

Ingest, transform, stream, and act on real-time IoT data with a single, unified MQTT platform designed for the AI era.

Ingest at Any Scale
Connect to millions of sensors and devices using full MQTT 5.0 compliance to ingest data with millisecond latency.
Process Data In-flight
Filter, enrich, and transform raw data streams using a powerful, SQL-based rule engine and a visual Flow Designer.
Integrate with Any AI/ML Stack
Easily connect to LLMs, machine learning models, and analytical databases with over 40+ built-in data integrations.
Act on AI-Driven Insights
Close the loop by using AI-driven insights to send commands back to devices, enabling autonomous systems and automation.

Powering Real-Time AI Across Industries

From smart manufacturing to connected mobility, see how EMQX provides the real-time data backbone for intelligent solutions.

Connected Vehicles

AI-Driven Route Optimization and Predictive Maintenance

Ingest massive telematics data streams from vehicle fleets to power AI-driven route optimization, driver behavior analysis, and predictive maintenance for V2X applications.

Smart Manufacturing

Predictive Maintenance and Digital Twin Simulations

Stream sensor data to AI models for predictive maintenance, quality control, and digital twin simulations, minimizing downtime and optimizing production efficiency.

Smart Energy

AI-Powered Demand Forecasting and Grid Optimization

Build a central data hub for smart grids and renewable energy sources, enabling AI to forecast demand, optimize distribution, and prevent outages in real time.

Consumer AIoT

Instant, Responsive AI-Powered Consumer Experiences

Enable instant, responsive experiences for AI-powered consumer electronics and smart homes by providing a low-latency communication backbone for voice commands and real-time control.

Dive Deeper into MQTT & AI

Explore our technical resources to learn how EMQX is pioneering the future of AI-driven IoT.

Frequently Asked Questions

Get quick answers to common questions about EMQX, AI, and IoT data pipelines.

Build Your Real-Time AI Pipeline

Deploy a serverless MQTT broker in seconds and start streaming data to your AI models today. No credit card required.