Manufacturing AI Education

Learn Manufacturing AI—
With a Real Factory

A live factory simulation with CNC machines, injection molding, assembly lines, and 111 AI tools. Your hands-on playground for Industry 4.0 AI.


Manufacturing AI is hard to learn

You want to apply AI to manufacturing, but getting started feels impossible.

No Factory Access

Real factories are off-limits. You can't experiment with live production lines.

No Real Data

Toy datasets don't reflect the complexity of real manufacturing systems.

No Safe Environment

One wrong move in a real factory costs thousands. You need a sandbox.

We built the solution.

Free Playground

A Free Manufacturing AI Playground

OpenShopFloor gives you a complete, running factory with AI tools—no setup, no cost, no risk.

Live Factory

8 CNC machines, injection molding, assembly lines—running 24/7 with realistic production schedules and machine breakdowns.

111 MCP Tools

ERP, WMS, QMS, OEE, TMS, Knowledge Graph—query everything via AI. Real manufacturing data at your fingertips.

AI Challenges

6 challenges from beginner to expert. Can you get OEE above 85%? Solve quality issues? Optimize the schedule?

Visual Flows

Drag and drop AI workflows with a visual editor. No code required—connect tools, add logic, and run.


From zero to factory AI in minutes

1

Sign Up

Free account, no credit card. You're in within 30 seconds.

2

Explore the Factory

See real-time production data, machine states, and orders flowing through the system.

3

Talk to the AI

Ask questions and get real answers from real data. "What's the OEE for machine 9014?"

4

Take Challenges

Test your skills, solve manufacturing problems, and climb the leaderboard.


Built by Tobias Lante

Engineer who wanted a safe place to experiment with factory AI. The biggest gap in manufacturing AI isn’t technology—it’s a place to learn and try things without breaking a real production line.

ZeroGuess.ai is an independent education project. No corporate agenda, no vendor lock-in—just a playground to learn manufacturing AI.