Supported by: NVIDIA Inception Program   Oxford University Incubator

The AI Copilot for Industrial Operations

Bringing intelligence to industrial monitoring and control

About

Human-Machine Interfaces (HMIs) are the gateway to industrial monitoring and control, displaying real-time data and alerts from SCADA servers which site operators rely on to make critical decisions.

Gridworld is building AI-native HMIs, imbuing them with greater agency and intelligence with our context-aware AI copilots. We deliver superior decision support and democratize your best operators' knowledge and experience, ensuring your sites are always running at peak performance.

Site
Sensors
SCADA
AI HMI
Operators

Real-time data flows from plant sensors through SCADA into the AI HMI layer which surfaces contextual insights directly to operators.

Product

An intelligent HMI
for the modern plant

Built on top of FUXA, the leading open-source SCADA/HMI platform. Our AI-native HMI layers context-aware intelligence onto every display your operators use. The same screens, dramatically sharper decisions.

Currently in development Join the waitlist

Built on FUXA by frangoteam.

Connectivity
Universal Protocol Support

Native drivers for Modbus RTU/TCP, OPC-UA, Siemens S7, BACnet IP, MQTT, Ethernet/IP (Allen Bradley), and WebAPI. Connect any device on your plant floor without bespoke integration work.

Visualization
Real-Time Process Views

Web-based SCADA/HMI editor with drag-and-drop design. Build custom dashboards, P&ID diagrams, animated pipe flows, and live-data widgets entirely in the browser, no client software required.

Alarming
Threshold Alerts & Notifications

Define thresholds, trigger conditions, and multi-channel notifications. AI triage surfaces the alerts that actually need operator attention.

Historian
DAQ & Historical Trending

Built-in data acquisition stores tag histories. Chart controls render time-series with configurable interpolation. AI surfacing highlights anomalies before they cascade into downtime.

Automation
Scheduler & Scripting Engine

Built-in scheduler and scripting layer enable time-based or event-driven automation. Node-RED integration extends to any IIoT workflow without leaving the FUXA environment.

Platform
Cross-Platform & Edge-Ready

Full-stack Node.js backend with an Angular/HTML5/SVG frontend. Runs on Windows, Linux, macOS, Raspberry Pi, and Docker. Deploy at the edge or in your cloud.

Who we are

Gridworld is a team from the University of Oxford with strong AI research background and deep connections to the industrial sector. We believe that the path to Industry 4.0 starts with augmenting existing systems with superhuman-level operational intelligence. Our goal with this is to manufacture industrial intelligence at scale.

We are still in the early stages. If our mission resonates with you, please reach us at contact@gridworld.ai.

John Lee

John Lee

CEO  
Yuhe Gao

Yuhe Gao

CTO  

Get in Touch

The path to Industry 4.0

  • Get on a call with our team
  • Help us understand your needs
  • Get a demo of our AI copilot