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How to Build Industrial Apps With FlowFuse AI Expert

FlowFuse Expert now builds applications for you from a simple description. See what that looks like and how to keep iterating.
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FlowFuse 2.29: FlowFuse Expert Comes to Self-Hosted Enterprise
FlowFuse 2.29 brings FlowFuse Expert to self-hosted enterprise customers, adds Azure DevOps support, and clearer snapshot diffs.
Rethinking Edge AI's Core Orchestration
How AI-driven edge connectivity is redefining industrial operations, bridging IT and OT, and turning AI pilots into scalable, real-world impact.
5 Places Smart Factories Are Already Using AI
Most manufacturers are still debating AI adoption. These five use cases are already cutting downtime, scrap, and energy costs.
The Last Mile Problem in Industrial AI
Your AI pilot passed every test and stalled before production. Here is why that keeps happening, and what it actually takes to stop it.
Edge AI Is 80% Plumbing, 20% Intelligence
Learn how manufacturers are turning Edge AI pilots into production reality, and why the plumbing matters more than the model.
Building an AI Vibration Anomaly Detector for Industrial Motors
Learn how to monitor industrial motors continuously, train a custom autoencoder on healthy vibration data, and deploy real-time anomaly detection in Node-RED.
Shop Floor AI: Dead on Arrival Without This
Industrial AI doesn't fail because of bad models, it fails from bad architecture. Learn why signals need context to work.
FlowFuse 2.26: Bringing access-controls to your MCP nodes
FlowFuse 2.26 brings access controls to your MCP nodes, giving teams finer-grained permissions over AI tool access and use.
FlowFuse 2.24: FlowFuse Expert in the Node-RED Editor, Scheduled Updates, Simpler Edge Device Addition, Store and Forward Blueprint, and what's next!
FlowFuse 2.24: FlowFuse Expert in the Node-RED Editor, Scheduled Updates, Simpler Edge Device Addition, Store and Forward Blueprint, and what's next!
FlowFuse + LLM + MCP = Text Driven Operations
Discover how FlowFuse combines LLMs and Model Context Protocol (MCP) with Node-RED to enable text-driven operations for teams.
FlowFuse 2.23: MCP and ONNX nodes, FlowFuse AI Expert on the homepage, Application-level Permission Control, FlowFuse Expert for Self-Hosted, and more!
MCP and ONNX nodes, FlowFuse AI Expert on the homepage, Application-level Permission Control, FlowFuse Expert for Self-Hosted, and more!
MCP and Custom AI Models on FlowFuse!
Create your own AI agents and deploy custom-trained models directly in Node-RED using MCP and FlowFuse's AI tooling today.
Deploy Custom-Trained AI Models: Using ONNX with Node-RED and FlowFuse
Learn how to train and export an image classifier model, and integrate it with FlowFuse AI Nodes for low-code inference in Node-RED.
Beyond Cloud AI Orchestration: Why the Future is Hybrid Edge-Cloud Intelligence
How edge-cloud hybrid AI architectures unlock new possibilities for industrial applications while leveraging the best of both worlds.
OpenAI's AgentKit or FlowFuse: Choosing the Right Low-Code App for Your Needs
Learn how OpenAI's AgentKit and FlowFuse differ in their approach to AI agents connecting the physical and digital worlds.
Query Your Database with Natural Language Using FlowFuse Expert
Learn the easiest way to connect to your database and get data using FlowFuse Expert, with no coding knowledge required.
FlowFuse 2.21: AI-Assisted SQL, Low-Code Custom Nodes, and Remote Instance Performance Insights
FlowFuse 2.21 introduces AI-assisted SQL, low-code custom nodes, and remote instance performance insights for engineering teams.
FlowFuse 2.20: AI-Assisted Node-RED & New Database Service
FlowFuse 2.20 introduces AI-assisted Node-RED and a brand new database service, plus Smart Suggestions in the flow editor.