Intelligent Edge.
Manufactured at Scale.

US-based design and manufacturing of custom Edge AI hardware. We deliver high-performance, low-power devices and full OEM manufacturing for American companies building robotics, autonomous systems, and industrial solutions.

50+ Devices Shipped
ISO 9001 • IATF 16949
US-Based Team
Premium Edge AI device - high-performance ultra-low-power inference hardware
REAL-TIME EDGE INFERENCE
CAPABILITIES

What We Build

High-performance Edge AI hardware and full OEM manufacturing — built in the US for companies that need speed, quality, and supply chain reliability.

Edge AI Devices

Edge AI Devices

High-performance, ultra-low-power Edge AI devices purpose-built for computer vision, sensor fusion, and real-time inference. Designed and manufactured in the USA.

  • Up to 40+ TOPS
  • Sub-5W power envelope
  • Rugged industrial design
  • Custom silicon options
Custom AI Solutions

Custom AI Solutions

End-to-end custom hardware and optimized model deployment for unique workloads in robotics, autonomous systems, medical devices, and smart infrastructure.

  • Full hardware + firmware
  • Model optimization & quantization
  • Custom PCB & enclosure
  • Edge-to-cloud integration
Full Manufacturing (OEM)

Full Manufacturing (OEM)

Complete US-based OEM manufacturing — from NPI and DFM through high-volume production, rigorous QA, and reliable domestic supply chain control.

  • NPI to mass production
  • 99.7% first-pass yield
  • Full traceability & compliance
  • Global fulfillment network
THE PROCESS

From idea to
scaled production.

A proven, transparent 5-stage process designed for ambitious hardware companies that need reliability and speed.

01

Discovery & Requirements

Deep technical discovery sessions. We map your performance, power, environmental, and certification requirements into a clear product specification.

02

Custom Hardware Design

Schematic design, PCB layout, enclosure engineering, thermal & signal integrity simulation. Full hardware architecture tailored to your AI workload.

03

Prototyping & Validation

Rapid functional prototypes, bring-up, firmware development, and rigorous validation. Thermal, vibration, EMI, power, and real-world inference testing.

04

Manufacturing & Scaling

DFM refinement, tooling, supply chain qualification. Pilot builds then volume production with full process control and 100% traceability.

05

Deployment & Support

Global logistics, field firmware updates, ongoing engineering support, and lifecycle management. We stay with you long after first shipment.

WHY VANSH FORGE

Built by engineers.
Proven at scale.

A US-based, vertically integrated partner that owns the full stack — from silicon-level engineering to final product manufacturing and delivery. Built for American companies that value speed, IP control, and reliable domestic production.

98.6%
On-time delivery rate
100%
US-based engineering & support

Edge-First Engineering

We obsess over power efficiency, thermal performance, and real-time inference constraints from day one — not as an afterthought.

Hardware + AI Depth

Our team combines senior hardware engineers with ML engineers who have shipped production edge models across vision and sensor domains.

Global Manufacturing

Trusted manufacturing partnerships across Taiwan, Vietnam, and the US. Full control over quality, lead times, and cost at every scale.

Reliability & Compliance

ISO 9001, IATF 16949, and rigorous traceability. We build hardware that meets the strictest industrial, automotive, and medical standards.

NEXT STEP

Start a Project

Tell us about your project. Our US-based engineering team will respond within one business day.

We typically respond within one business day. Your information is kept strictly confidential.

Prefer email? vansh_prcs@vanshforge.com · +1 (617) 359-7052