Founded by MIT engineers specializing in geometry topology, reinforcement learning, and advanced manufacturing — Aether builds and operates AI-native modular factories serving medical, robotics, aerospace, data center, energy, and semiconductor industries.
Our AI-native stack transforms 3D design files into precision components 10× faster than traditional manufacturers. Through our engineering world model and autonomous process generation, we deliver high-quality parts at competitive prices with unmatched speed and reliability — deploying factory capacity on U.S. soil faster than overseas alternatives.
AI CNC Machining Services
High mix low volume manufacturing with automated in-process QC and final quality control. ISO 9001, ISO 13485, and AS9100D certified. Multi-material support including exotics.
AI CNC Turning
- Live tooling & dual spindle capabilities
- High-precision cylindrical parts
- Diameters up to 300mm
From Quote to Delivery — Powered by AI
A new manufacturing infrastructure layer. Upload CAD, receive a machining process generated by our engineering world model, with transparent pricing built on real process logic — not estimation, instantly.
Upload CAD
STEP or STP — geometry and feature complexity read instantly.
AI Generates Process & DFM
BETAFull machining process generated in minutes. DFM feedback provided automatically.
Transparent Cost Breakdown
Pricing from real process logic — material, operations, tooling, runtime.
Automated Production & QC
Automated scheduling, in-process inspection, and final quality control.
Global Delivery in Days
Parts shipped directly from our factories worldwide. Fast, reliable doorstep delivery.
Powered by our proprietary AI technology
Aether treats the factory as a software-defined product built on an engineering world model. Instead of operating machines as isolated tools, our platform integrates AI-driven process generation, autonomous scheduling, and closed-loop quality systems into a single architecture. Each factory is a reference unit — copy-paste ready for global scaling.
Input
Inputs from standard design file (STEP):
- Geometry & topology
- Quantity
- Material
- Tolerances
System works backward from customer deadline
Core Agent
Agent 1: Autonomous Process Generator (APG)
Cycle speed: 1 hour
Agent 2.1: Supply-chain-level planning
Cycle speed: 10 minutes
Agent 2.2: Shop-floor-level planning
Input
Inputs from standard design file (STEP):
- Geometry & topology
- Quantity
- Material
- Tolerances
Core Agent
Agent 1: Autonomous Process Generator (APG)
Agent 2.1: Supply-chain-level planning
Agent 2.2: Shop-floor-level planning
All logistics and process decisions are made by software, with human intervention only in edge cases.
Most roles are one-week trainable. Each factory is a reference unit — designed to be replicated globally by configuration.
Flow Engine
10,000-node Manufacturing Execution System
× N unit factories · Deployed by configuration
Execution Layer
- CNC, (W)EDM, metal 3D printing, welding, grinding, etc.
- Auxiliary: CMM, tool grinder, automated cleaning lines, etc.
- Robotics systems (material handling)
Trusted by Engineering Teams
Top U.S. Robotics Company
Leading Humanoid Robotics Developer
Leading U.S. Engineering Research Lab
Top Data Center Cooling Technology Company
Advanced Biomechatronics Research Lab
Top U.S. Robotics Company
Lead Product Engineer
"Aether's team provided valuable GD&T and manufacturability feedback during the machining process. Their AI-driven machining approach helped us refine our design decisions and will influence how we design future robotic components."
Leading Humanoid Robotics Developer
Sr. Mechanical Engineer – Actuation
"When we needed parts quickly, Aether's AI-powered machining platform delivered a quote and turnaround fast. Their responsiveness and manufacturing support made the process extremely efficient."
Leading U.S. Engineering Research Lab
Mechanical Engineering Researcher
"Aether's instant AI machining quote system is clean, intuitive, and easy to use. It makes sourcing precision machined parts significantly faster than traditional manufacturing workflows."
Top Data Center Cooling Technology Company
Product Development Engineer
"The manifold samples looked great on arrival. Aether demonstrated strong execution in precision machining and manufacturing quality for complex thermal components."
Advanced Biomechatronics Research Lab
Research Engineer
"Working with Aether's team was smooth and responsive. Their platform made it easy to iterate on designs and manage machining quotes as our project evolved."
AI CNC Machining in Action
See how our intelligent machining solutions deliver results across industries.
Manifold Block
Bottom Housing
Olecranon Bone Plate
Rack Manifold
Fixation Plate
Start Your Next Project
Upload your CAD file and receive a transparent quote powered by our AI CNC machining platform. Engineering review included.