The World Model
for everything that is made.
From a sketch to a shipping part, MADES is the first industrial foundation model that understands geometry, physics, materials, machines, cost and manufacturing constraints — end-to-end.
Trusted by pioneers in advanced manufacturing & research
MADES is not a CAD copilot.
It is an Industrial World Model.
Traditional copilots merely autocomplete the screen. MADES builds a latent understanding of the physical world — how forces travel through steel, how a tool cuts aluminum, where a mold will fail — so it can design, plan, simulate and manufacture at a level of reasoning previously reserved for teams of senior engineers.
MADES understands
One model. Six reasoning layers.
From human language to machined part — every reasoning modality a senior engineer uses, distilled into a single foundation model.
Industrial Language
Multimodal semantic understanding
Industrial Geometry
Deep B-Rep understanding
Industrial Physics
Materials & mechanical reasoning
Manufacturing Reasoning
DFM · Process planning · Cost
Manufacturing Execution
CNC program generation & CAM
Design Generation
End-to-end industrial design
"Design a drone arm optimized for 2kg payload, CNC-machined from 7075 aluminum."
Built for the physical world — not just pixels.
Text-first AI breaks down when geometry, physics and tolerances matter. MADES models are trained from the ground up on CAD, CAE, CAM, and process data.
| Capability | Generic LLM | CAD Software | CAM Software | MADES |
|---|---|---|---|---|
Understand natural language | ||||
Understand 2D drawings | ||||
Understand 3D CAD models | ||||
DFM & manufacturability analysis | ||||
Process planning | ||||
Engineering cost estimation | ||||
Generate ready-to-run G-code | ||||
End-to-end new product design |
✓ Full native support · ○ Limited / plugin · ✗ Unsupported
A constellation of specialist models.
MADES isn't one monolithic LLM. It is a carefully orchestrated fleet of foundation models — each built for a distinct industrial modality — composed into one world model.
Industrial LLM
70B – 200BLanguage, reasoning, process, knowledge
General intelligence foundation for industry.
Geometry Model
30B (custom)CAD understanding & generation
The "Geometry GPT" — reads and writes 3D.
Industrial Vision
12B vision-languageDrawings, PDFs, sketches
The eyes of the industrial stack.
Planning Model
Decision-transformerProcess & NC planning
The planning network of the factory floor.
Simulation Model
Multi-physics latentPhysics & cost prediction
Industrial-grade physical simulation in milliseconds.
Built for the industries that build the world.
From titanium airframe brackets to medical implants — MADES is shipping in production across six of the world's most demanding manufacturing verticals.
Aerospace
Intelligent design and manufacturing optimization for complex structural components in titanium and high-temperature alloys.
Automotive
DFM analysis and cost optimization across full vehicle part portfolios, from powertrain to chassis and body-in-white.
Mold & Tooling
Automated mold design, gate placement, cooling circuit optimization and process planning for high-volume tooling.
Consumer Electronics
Rapid design iteration and instant quoting for precision structural parts — from concept to DFM in minutes.
Industrial Machinery
Intelligent production of general mechanical parts with adaptive process planning across mixed CNC fleets.
Medical Devices
High-precision design and manufacturing for surgical instruments, implants and regulated medical components.
Born from Nanyang Technological University.
AIMADES is an AI research company headquartered in Singapore, staffed by a core team from NTU with decades of combined industrial domain expertise and leadership experience at top global AI labs. Our mission is to build the cognitive layer for the world's physical production.
Begin the next intelligent manufacturing. of intelligent manufacturing.
Experience MADES today. From first sketch to production-ready G-code, in one model.