# ODM & OEM for AI Hardware

We Bring Your Dream to Life

ATNPI (atnpi.com) — A professional one-stop NPI service provider for AI smart hardware. Our core team comes from Tencent AI, ZTE, Huawei and TP-LINK. We provide full-cycle solutions from product definition, design & development to production & delivery for global brands, cross-border e-commerce, IP owners and startups, making product launch easier and more efficient.

Elite Team

One-Stop Full-Cycle Service | From market research, design & development to production & logistics, no need to connect multiple suppliers, save time and effort

Low MOQ & Flexible Delivery

1pc Prototype, 5pcs Low Volume, 999pcs Mass Production, quickly verify products and reduce trial costs

Fast Response & Quality Control

Accurately predict pain points, efficiently connect needs, full-process quality control, more worry-free delivery
Our Proud

15+ Years of Experience

ZTE Product Line Expert + Tencent AI Algorithm + Huawei Project Manager + Resource Integration, professional in technology, market and supply chain.

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Take Your Dreams into Tangible

ATNPI provides full-cycle AI hardware NPI one-stop services, including market research, design, prototyping, low-volume & mass production, logistics, focusing on AI hardware customization.

Full-Cycle AI Hardware New Product Introduction Service

One-on-one project follow-up throughout the process, synchronize progress at each link, allowing you to grasp product dynamics at any time.

Flexible Process, Customized to Your Stage

Technical Experts Front-Loaded from Day 1

1pc MOQ, Grow with You

AI Agorithm + Hardware Engineering in One Team

Direct Founder Access, 4-Hour Response

Outcome-Driven Product Planning

FAQs

What are you looking for?

We understand that every customer cares about quality, lead time, and cost. We'd like to answer your questions anytime, anywhere.

Absolutely. Modular service is our standard. Technical consulting is actually our strength—you'll work directly with our Tencent AI algorithm expert and 15-year product veteran.

What we offer:
Feasibility review: Is your concept technically sound? Where are the risks?
Architecture design: Chip selection, algorithm deployment (edge/cloud/hybrid), stack-up advice
Supplier recommendations: Matched components and ODM resources
Pitfall guide: Common failures in similar products at mass production

Fixed project fee, deliverable in 1-2 weeks. If you proceed with us for production later, consulting fee is credited toward the project.

This is exactly why we started. We've all experienced being 'too small to matter' at big companies. 1pc minimum is in our service promise.

50 units is a typical kickoff project for us. Our rapid prototyping channel:
No mold needed, CNC/3D print for quick structure validation
Pre-loaded edge algorithms, test core functions out-of-box
DFM review at sample stage, avoiding 'sample works, MP fails'

Our AI voice recorder client started at 200 units. Now in mass production. Small batch is how we build trust.

Fair question—it's a real industry gap. Our edge is full-stack from algorithm to hardware.

How to verify:
Team: Co-founder C, 7 years at Tencent AI, specialized in LLM and edge optimization. Available for technical deep-dive
Documentation: We can share full technical docs from our AI voice recorder—acoustic model selection, NPU allocation. Not something hardware OEMs can produce
Risk foresight: For AI glasses, we'd flag 'edge vision power consumption vs. battery weight conflict' upfront, and propose dynamic frame-dropping + cloud hybrid solution


Suggest a small technical review session—you bring requirements, we bring solutions. Let expertise speak.

Big ODMs excel at scale. But you may face three realities:

Speed: Big companies have layers. Your request flows sales → PM → engineer. Our 4-person team decides directly. Technical response in 4 hours, proposals in 24 hours.

Fit: They have MOQs (usually 10K+) and prioritize big clients. Your 50 or 500 unit request may never hit the line. Our flexible supply chain starts at 1pc, founders personally track every project.

AI depth: Traditional ODMs assemble hardware. AI hardware core is algorithm-hardware synergy. For AI pet emotional computing, microphone array layout must adapt to specific algorithms—cross-domain capability they typically lack.

Our position: Not replacing giants, but being your technical partner from 0 to 1. At 1M units annually, we help you transition to Foxconn smoothly. At validation stage, our agility and AI depth are the better choice.

Your Dedicated NPI Expert for AI Hardware Projects,Quality and Efficient.

Our Story

You have an AI hardware concept, but stuck in technical blind spots? Talked to factories that only know mechanical parts and PCBA assembly, not full-device manufacturing? Your technical experts don’t understand supply chain, and your supply chain experts don’t understand AI algorithms? I’ve seen too many teams go from excitement to giving up because of this gap.

I’m Lily, founder of ATNPI. Over the past 10 years, I’ve gone from TP-LINK overseas division to telecom giant certification testing, from SaaS startup to precision manufacturing—a full circle through intelligent hardware. I’ve stepped into the pitfalls you’re about to face, and built the experience to help you avoid them.

In 2026, I founded ATNPI with my former colleagues. Not to become big, but to become thorough—to translate Shenzhen’s quality and speed in communications and AI into language our clients understand and solutions that actually ship.

I believe great products come from the collision of ideas. If you’re standing at the gap between “idea” and “product,” come find us—a partner who can make it land at Shenzhen Bay.

I wish you the best of luck with your business, enjoy the adventure.