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Engineering Workbench

Parametric CAD, BIM workflows, engineering analysis, and AI-assisted design in one GPU-powered cloud environment. From natural language to verified engineering output.

Launch Workbench View Capabilities

Problem

Engineering toolchains are fragmented and manual.

CAD, analysis, documentation, and compliance live in separate tools. Engineers spend more time fighting format conversions than solving problems. GPU-intensive simulations require expensive local hardware.

Real Evidence

See it in action.

Computational fluid dynamics streamline visualization — real simulation output from the Engineering Workbench

Engineering Tools

Design. Analyse. Automate.

Pre-configured, GPU-accelerated engineering environment with AI copilot for parametric workflows.

📐

FreeCAD + AI Copilot

Parametric 3D modelling with constraint solving. AI generates geometry from natural language descriptions and modifies existing models through intent.

🏗️

BIM Workflows

IFC import/export, clash detection, 4D construction sequencing, and quantity extraction. Connects to construction industry standards.

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Structural Analysis

FEA-based load analysis, stress/strain visualization, factor of safety calculation, and code compliance checking against IS/Eurocode/AISC.

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Generative & Topology

AI-driven topology optimization, multi-objective design exploration, and manufacturing-aware geometry generation.

📊

Engineering Reports

Automated calculation documents with embedded figures, code references, and digital signatures. SHA-256 verified outputs.

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Version & Collaboration

CAD file versioning with visual diffs, branch/merge workflows, and team review. Never lose a design iteration.

How It Works

Intent to engineering artifact.

Describe

Tell Studio what you need: "Design a 200mm I-beam bracket with M16 bolt holes"

Generate

AI creates parametric FreeCAD model with constraints and dimensions

Analyse

Run FEA, check code compliance, generate calculation report

Deliver

STEP, DXF, PDF report — integrity-verified and revision-controlled

Deployment

Run anywhere engineering happens.

Universal Workbench Capabilities

Available in the Nebula Cloud Universal AI Workbench

These capabilities ship inside the two Universal Workbench editions. Choose an edition and launch — no separate product to buy.

CAD / BIM

Parametric CAD and Building Information Modeling.

Application	Availability	Licence
AutoCAD	Windows 2025	BYOL
Autodesk Revit	Windows 2026	BYOL
FreeCAD	Windows 1.1	Built-in

Engineering & Simulation

CAE, CFD, meshing, and solvers.

Application	Availability	Licence
CalculiX	Ubuntu	Built-in
FreeCAD	Ubuntu 1.1	Built-in
Gmsh	Ubuntu	Built-in
OpenFOAM	Ubuntu	Built-in
ParaView	Ubuntu	Built-in

Configure the Windows Universal Workbench