EMQX Adopts Business Source License to Accelerate MQTT + AI Innovation →

EMQX for AI

Activate Your IoT Data with AI Agents

Seamlessly integrate real-time IoT data from millions of devices with powerful AI Agents and advanced ML/LLM capabilities to unlock new levels of autonomy and intelligence for your connected applications.

Get Started Free → Request Demo →

Go Beyond Data Overload

Unleash AI Agents on Your IoT Streams

The explosion of IoT devices generates vast, continuous data streams every second. Traditional methods struggle to harness this data for real-time decision-making and automated control. Building intelligent, autonomous systems (AI Agents) that can perceive, reason, and act on this live data often requires complex integration, custom code, and suffers from high latency, hindering truly responsive IoT applications.

EMQX: The Platform for Building and Deploying Real-Time IoT AI Agents

EMQX bridges this gap. As a massively scalable MQTT+AI platform designed for IoT, EMQX now enables AI agents to operate directly within your data flow. These agents can monitor, analyze, decide, and act on your IoT data streams in real-time, all without complex middleware or separate processing clusters.

Deploy autonomous AI agents that continuously monitor IoT data streams and take action when needed

Enable agents to make intelligent decisions using state-of-the-art AI models and contextual awareness

Leverage powerful AI platforms including OpenAI, Anthropic, Grok, AWS Bedrock, and other providers

Create and deploy agents using a visual, low-code interface in EMQX Flow Designer

Why EMQX for AI Agents

Real-time Agent Decision Making

Empower your AI Agents to leverage LLMs (like GPT, Claude, Grok, Gemini, Bedrock, Ollama) to automatically classify, summarize, extract insights, or trigger intelligent actions based on MQTT message payloads in real-time.

Semantic Understanding for Agents

Equip your AI Agents to convert MQTT messages into vector embeddings using built-in nodes. Enable powerful semantic search, context awareness, anomaly detection, and recommendation capabilities within your agent logic.

Low-Code Agent Builder: Flow Designer

Our intuitive Flow Designer provides a visual, no-code/low-code interface to construct sophisticated AI Agent workflows. Drag and drop data sources, processing nodes (including various AI model integrations), filters, and action triggers to build powerful autonomous agents without complex scripting.

Flexible Agent Ecosystem

Power your AI Agents with your choice of leading AI/LLM providers, including OpenAI, Claude, Grok, Gemini, AWS Bedrock, Ollama, or your own self-hosted models. Easily switch or combine models to optimize agent performance and cost.

Enterprise-Grade Security & Scalability

EMQX's robust security features (SSL/TLS, authentication, API key management) combine with horizontal scalability and fault tolerance to handle high-volume workloads with confidence.

Use Cases

Smart Device Monitoring

AI Agents detect anomalies in real-time, autonomously generating alerts or maintenance commands for connected devices.

Automated Operations

Agents analyze telemetry data and trigger operational workflows—like adjusting settings or rerouting resources—without human intervention.

Predictive Maintenance

AI Agents process sensor data to predict equipment failures, scheduling repairs proactively to minimize downtime.

Intelligent Edge Control

Deploy agents at the edge to process data locally, reducing latency and enabling instant responses in critical systems.

How It Works

IoT Devices Send Data:

Sensors and devices transmit real-time data to EMQX via MQTT.

AI Agent Workflow Execution:

The EMQX Flow Designer executes the pre-defined AI Agent logic, applying AI models (LLMs, etc.) to perceive, reason, analyze, or make decisions based on the incoming data.

Automated Actions & Outcomes:

Agent decisions and processed data trigger automated actions: storing insights, sending intelligent alerts, controlling other devices, invoking external APIs, or initiating further workflows—all instantly.

Power Your Agents with Leading AI Models and Platforms

EMQX provides seamless integration with popular AI services and frameworks, giving you the flexibility to choose the best reasoning engines for your AI Agents.

OpenAI (GPT Models)

Anthropic (Claude Models)

Ollama (for local/custom models)

DeepSeek

AWS Bedrock

Gemini

Grok

Ready to Build Autonomous IoT Systems with AI Agents?

Start building intelligent agents that leverage LLMs and other AI models directly within your MQTT infrastructure. Discover how EMQX accelerates the development of responsive, automated, and truly smart IoT applications.

Start Free Trial →

Talk to an Expert →