FlowFuse Expert: LLMs for Industrial Teams
Turn natural language into reliable industrial applications with an LLM‑powered copilot deeply integrated into FlowFuse and Node-RED. Built on Model Context Protocol (MCP), it connects AI directly to your machines, databases, and brokers—so it understands your constraints, protocols, and governance, not generic templates.
Scale Your Industrial Applications with AI.
Meet your new AI‑Copilot
Ask what you need. Let it build the application.
FlowFuse Expert is the fastest, most secure way to build industrial applications and operate at scale—now with AI powered by Model Context Protocol (MCP) that grounds every suggestion in live plant data, so it understands your processes, systems, and governance needs in real time.
FlowFuse combines Node-RED's 5,000+ community nodes with LLM-powered copilots built on MCP and enterprise governance, so IT and OT teams can collaborate and deploy across plants without waiting on scarce developers. MCP connects AI to your live industrial data, making FlowFuse the fastest, most secure way to build industrial applications and operate at scale.
AI for Real Industrial Workflows
AI-Generated Industrial Flows
Generate Node-RED flows, JavaScript, and SQL from natural language using an industrial-tuned LLM, so you can connect machines, transform data, and build dashboards in minutes instead of months.
Reusable Industrial Blueprints
Turn OT know-how into reusable blueprints for UNS, SCADA, MES, and middleware that your teams can deploy across plants with full version control and governance.
Governance You Trust
Keep humans in control with approval workflows, role-based access, audit trails, and the same enterprise-grade governance you use for all FlowFuse applications.
With FlowFuse AI, teams can:
- Generate Node-RED flows from natural language descriptions of a workflow or integration, so you can connect any machine and protocol faster.
- Draft and edit Function node code (JavaScript), UI templates (HTML/CSS/JS), SQL queries, and JSON configurations using the Copilot in the editor, so you can transform and model data in any platform without starting from scratch.
- Empower Operations and Process Engineers to quickly build new dashboards, widgets, and queries using plain-language descriptions of the desired views or KPIs, reducing reliance on IT support.
- Spin up LLM blueprints that expose industrial data to a chat agent via Model Context Protocol (MCP), so operators and engineers can query systems in natural language and get answers grounded in live machine state, alarms, and logs—not stale documentation.