Industry

Manufacturing for AI Hardware

Manufacturing for AI hardware — edge computing devices, enclosures with thermal design, carrier boards and small-batch production in China.

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AI Hardware

Industry Challenges

Thermal management for high-power compute modules
Fast product cycles following new chip generations
Low initial volumes with demanding quality expectations
Supply of compute modules, memory and specialized components
Enclosures that look premium without high tooling costs

Typical Products

Edge AI boxes and gateways
Camera and vision devices
Carrier boards for compute modules
Machined aluminum enclosures with heat sinks
Developer kits and demo units

Prototype → Production

Machined enclosures and PCBA prototypes for validation
Thermal and functional testing of early units
Pilot run with production test procedure
Tooling decisions based on confirmed demand

Quality Control

Functional and burn-in tests when specified
Thermal interface and assembly checks
Cosmetic standards for premium enclosures
Firmware/image version verification

Capabilities

Relevant manufacturing capabilities

3D Printing

Custom 3D printing in China for prototypes, functional parts and low-volume production — FDM, SLA, SLS, MJF and metal printing through a vetted supplier…
CNC Machining

CNC machining in China for precision metal and plastic parts — milling, turning and multi-axis machining for prototypes and production, with inspection before shipment.
Sheet Metal Fabrication

Custom sheet metal fabrication in China — laser cutting, bending, welding and finishing for enclosures, brackets, chassis and panels.
PCB Assembly

PCB fabrication and PCB assembly (PCBA) in China — SMT and through-hole assembly, component sourcing and testing for prototypes and production.
Electronics Manufacturing

Custom electronics manufacturing in China — from PCBA and enclosures to box build, testing and packaging of complete electronic products.
Embedded Hardware

Embedded hardware development and manufacturing support in China — MCU and SoC boards, controllers, interface boards and production test.
Rapid Prototyping

Rapid prototyping in China — 3D printing, CNC prototypes, vacuum casting and PCBA prototypes to test form, fit and function before tooling.
Product Development

Product development in China — from idea or sketch to engineering, prototypes, supplier selection and production-ready design.
Small Batch Manufacturing

Small batch and low-volume manufacturing in China — from tens to a few thousand units, using bridge tooling, CNC, 3D printing and flexible assembly.

Case studies

Case studies

Detailed case studies are being prepared.

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