JusCAD

Fig. 01Cognitive engineering system

JusCAD

An AI-native cognitive layer for engineering. Today: an orchestrator across CAD, simulation, and analysis. Tomorrow: a foundation model that reasons over geometry, physics, and constraints.

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01The problem

Engineering software
is passive.

CAD softwares — they execute instructions.
They do not understand intent.

02Towards cognition

A system that will reason across geometry and physics.

Not autocomplete for commands.
Not a chatbot bolted onto a toolbar.

Domain-specific agents for geometry, simulation, optimization, and validation coordinated by a context-aware orchestrator across iterative design cycles.

Fig. 02Orchestration graph
CAD kernelReasoningSimulationOptimizationAnalysisDFMJusCAD

03Object formation

A physics-aware
latent space.

Most generative design produces plausible shapes without physical grounding. We want to represent geometry, constraints, materials, and governing equations as one interconnected entity — designs that can be sampled, optimized, and reasoned about with equal fidelity.

Fig. 03Latent geometry

04Beta program

Compress design cycles from weeks to hours.

We integrate into the CAD, simulation, and analysis tools you already use. Early access is limited and curated — for engineers who think deeply about the cost of every iteration.

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What is the biggest pain point you feel could be automated? High effort, low value.

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JusCAD

The next generation of engineering software will not be defined by menus and commands.

It will be defined by cognition.