From Idea to Production
In Minutes
Turn industrial product ideas into structured requirements, preliminary engineering outputs and CAD-ready workflows with AI-assisted analysis.
See Nexus Design AI in action
From voice command to a manufacturing-oriented preliminary CAD draft — processing time varies by project complexity, configured services and validation requirements.
From idea to production in four steps
The entire industrial-design workflow — one tab, one subscription; processing time varies by project complexity.
Voice / Text Command
Describe your idea by typing or speaking; language coverage and accuracy can vary by input.
2D Concept Render
Gemini Nano Banana produces a photo-realistic concept in seconds.
3D Prototype
Meshy (beta) generates a visual 3D model (GLB/OBJ) — processing time varies; not manufacturable parametric CAD.
CAD + Documentation
One-click push to Onshape, auto-generate BOM and cost analysis.
Four capabilities.
One orchestration.
Nexus Design AI unifies 8 purpose-built engines — from concept to production — in a single continuous flow.
8 AI Engines
NLP · 3D · 4D/5D modeling · Cost optimization · CAD · Production planning · QA · Smart integration — each engine is a purpose-built AI working in sync.
Explore engines
Text-to-3D
Describe a product — primitives, a robotic manipulator, a consumer device — and generate a preliminary 3D concept when the required model-generation service and sufficient source data are available. Processing time varies.
Open Design Studio
Voice-Commanded Design
"Increase the base height by 10 mm." Nexus parses intent, updates parametric drivers and re-renders — all without leaving your tools.
Try Voice Engine
AR Field Integration
Smart glasses stream camera frames to the Vision Engine. Fault severity, repair steps and parts availability are rendered live — in place.
See AR use-casesEight specialized engines, one microservice mesh
These cards combine current prototype workflows with the patent-disclosed roadmap. The live, beta or roadmap boundary for each engine is stated on the technical page.
Company Recognition Engine
Builds an organizational capability score per client — mapping industry, equipment inventory, talent density and supply-chain readiness into a vector used by every downstream engine.
Voice-Commanded Design Engine
A speech-to-specification prototype converts spoken briefs into structured fields. Language coverage and extraction accuracy vary and require user review.
Multi-Dimensional Optimization Engine
Compares preliminary alternatives across cost, time, quality, innovation and risk. A verified Pareto solver remains roadmap work.
Parametric-Generative Hybrid Engine
Constraint-based parametric CAD rules fused with diffusion-model variations. Generated concepts are evaluated against available constraints; dimensional accuracy and manufacturability require independent engineering validation.
Real-Time Supply Chain Engine
Supplier-pricing integration roadmap (raw materials, off-the-shelf components, fabrication lead-times); availability and data freshness depend on configured data sources.
System Orchestrator
Coordinates application workflows and asynchronous jobs. Production-scale mesh, fault-isolation and SLA evidence require deployment-specific validation.
Vision & AR Engine
Camera-to-insight pipeline for field maintenance: GPT-4 Vision identifies equipment, fault patterns and overlay coordinates for on-device AR (mobile/tablet, currently in beta).
Documentation Synthesis Engine
Produces preliminary BOM, cost and manufacturing-oriented documentation. ERP/PLM ingestion depends on schema mapping, validation and a configured integration.
Turn your idea into a live prototype
Transform your ideas into high-quality concept images
Your prototype assistant is ready! What shall we design?
Example: "Smart shower cabin with robotic arms"
Six industries, one platform
From idea to preliminary engineering workflows — industry-specific configuration and qualified review remain essential.
Manufacturing
Robotic lines, fixtures, custom tooling — design→CAD→production.
Energy
Modular structure prototypes for solar/wind/battery installations.
Medical
Design for custom devices, surgical tools, and prosthetics.
Construction
Prefab components, site equipment, and architectural details.
Maintenance
AR-assisted fault detection and repair guidance (Beta).
Aerospace & Defense
Unconstrained AI for industrial- and defense-grade custom components.
Illustrative Workflow Scenarios
The scenarios below describe only the intended workflow and possible decision-support output. None of them is a verified customer result.
Replacement-Part Feasibility
A maintenance team provides measurements, photographs and operating constraints. Nexus structures the requirements, identifies missing evidence and creates a preliminary BOM and validation roadmap.
Demonstration scenario — not a customer result.
Voice Brief → Structured Requirements
A spoken product brief is converted into a structured requirement set with units, priorities and open questions, ready for engineering review before any design generation.
Demonstration scenario — not a customer result.
Preliminary Engineering Package
From an approved requirement set, Nexus drafts a preliminary specification, cost breakdown and validation summary as a PDF decision-support package for a qualified engineer to review.
Demonstration scenario — not a customer result.
BOM & Cost Reconciliation
Line-by-line BOM review flags unknown values as TBD (never zero), reconciles extended costs against stated totals and marks unresolved figures as partial estimates.
Demonstration scenario — not a customer result.
Product Status
Nexus outputs are preliminary decision support; qualified human engineering review and validation are required before production.
Real-time AI Analysis
Instant design suggestions with GPT-4o
3D Concept Generation
Preliminary 3D concepts when the required service and source data are available; time varies
CAD Integration
Onshape integration workflow (subject to configuration)
Let's Build the Future Together
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