We tried using AI for real engineering workflows. It didn’t fail because models are bad. It failed because the architecture is wrong.

After months with tools like Claude and GitHub Copilot: Geometry inconsistent Constraints missed Workflows breaking 👉 Not a model problem 👉 An execution problem

So we made a call: → Move away from dependency on proprietary AI tools → Build our own execution system

Introducing: Nebula Cloud Studio Not prompts → responses But: Intent → Plan → Execution → Artifacts

We started small: Core geometry primitives (blocks, cylinders, parametric features) Now generating consistently across runs Because: Engineering AI starts with determinism

Next: Complex geometries Assemblies Simulation workflows CAD → CFD → GIS

This isn’t another AI tool. We’re building an execution layer for engineering AI

#EngineeringAI #CAD #CFD #AIStartup #DeepTech #BuildInPublic #NebulaCloud

Reply “Studio” for early access

Text → CAD is no longer a demo. It’s becoming usable. We’ve been testing Text → CAD workflows inside Nebula Cloud Studio and the results are getting interesting. #TextToCAD #CAD #EngineeringAI #DigitalEngineering #ParametricDesign #Simulation #NebulaCloudStudio #DeepTech

Text → CAD is no longer a demo. It’s becoming usable. We’ve been testing Text → CAD workflows inside Nebula Cloud Studio and the results are getting interesting. #TextToCAD #CAD #EngineeringAI #DigitalEngineering #ParametricDesign #Simulation #NebulaCloudStudio #DeepTech

Nebula Cloud Studio is evolving toward an engineering execution platform for CAD, BIM, spatial intelligence, simulation, and autonomous systems. #CAD #EngineeringAI #TextToCAD #DigitalEngineering #Manufacturing #Simulation #BIM #SpatialComputing #NebulaCloudStudio