Systems Architect PreviewTalons Inclusion Factory
AI-Integrated Universal Design Engine
A.I.U.D.E.Describe What You Need.
Receive a Structured Path Toward Building It.
A.I.U.D.E. is being developed to connect design intent, engineering specifications, validation results, and manufacturing preparation through one AI-guided workflow.
Solver
CalculiX
Exports
STEP / STL
Discipline
Mechanical
Design Envelope • BLUEPRINT-01Nominal
Displacement
0.4147 mm
Max stress
34.31 MPa
Yield ratio
8.04×
The Problem
Physical-product development remains divided among disconnected CAD applications, simulation programs, engineering specialists, material databases, suppliers, and manufacturing systems. A.I.U.D.E. is designed to make that process more coherent, traceable, and accessible.
Seven-Stage Workflow
Intent → Manufacturing Outputs
01
Intent
Capture
02
Specification
Structured
03
Geometry
Proposed
04
Materials
Requirements
05
Simulation
Analysis
06
Validation
Review
07
Manufacturing
Outputs
Who It Serves
Built for people who make things
Independent Inventors
Hardware Startups
Product-Development Teams
Small & Midsized Manufacturers
Engineering & Fabrication Partners
Next Step
Ready to translate an idea into engineering artifacts?
Begin with a plain-language description. A.I.U.D.E. will convert it into a structured, editable specification.