PRODUCT DEVELOPMENT SERVICES
From idea to mass production
TaoMetrix helps global teams turn AI hardware ideas into validated, manufacturable products, from prototype development to OEM/ODM mass production.
ABOUT US
Full-cycle AI hardware development from idea to scaled delivery.
TaoMetrix is an AI hardware product development and manufacturing partner. We help customers translate ideas, AI software, early prototypes, RFQs, and upgrade plans into validated hardware, production-ready design, supplier execution, OEM/ODM programs, and large-volume manufacturing plans.
Prototype → Mass
From concept validation and engineering samples to mass-production launch
OEM / ODM
Contract manufacturing, private label, white label, and joint development models
NPU + VPU
Local AI and video acceleration validated before commitment
Multi-language
Support for English, Chinese, and additional project languages through partner coordination
AI Hardware Product Development & Manufacturing Studio
SOLUTIONS BY CATEGORY
We build solutions for these product categories.
Al Wearables
Al watches, health bands, sports devices,portable AI devices
Al Glasses & XR
Al glasses, AR/MR glasses, spatial interactiondevices
Smart Home Al
Smart pillows, home sensors, smart lighting,environment monitors
Home Robotics
Service robots, companion robots, cleaningrobots, desktop robots
Industrial AlDevices
Inspection robots, grippers, industrial sensors,
automation terminals
Health &Wellness Devices
Sleep monitoring, rehab hardware, healthtesting, care devices
AI Cameras & Vision Devices
Smart cameras, visual recognition devices, security monitoring, edge vision terminals
Smart Mobility Devices
Cycling devices, vehicle AI hardware, outdoor navigation, sports safety hardware
Custom OEM/ODM Hardware
From proof of concept, prototypes, and structural design to OEM/ODM production
PRODUCT DEVELOPMENT SERVICES
Everything needed to make AI hardware testable.
We focus on the full path between product idea and physical delivery: feasibility, electronics choices, embedded work, local AI, mechanical planning, test evidence, supplier execution, tooling, production planning, and ongoing manufacturing coordination.
AI Hardware Feasibility
Feasibility review for product goals, risks, constraints, and validation scope.
Rapid Engineering Prototype
Functional prototype units for integration, testing, field feedback, and iteration.
Pilot Production Coordination
Pilot planning, build records, supplier execution, and early manufacturing readiness.
OEM / ODM Manufacturing
Supplier sourcing, tooling, assembly flow, and production handoff support.
Mass Production Support
Scaling from validated hardware to repeatable manufacturing and quality-controlled delivery.
Private Label & White Label
Brand-ready device adaptation, packaging direction, and market-facing product programs.
WHY WORK WITH TAOMETRIX?
Hardware projects need connected decisions, not isolated suppliers.
01 Full-cycle thinking without premature promises
We connect concept, engineering, validation, tooling, supplier execution, and scaled production while keeping untested claims out of the sales pitch.
02 AI and embedded hardware in one review path
We evaluate models, NPU, VPU, RAM, storage, sensors, firmware, power, and thermal constraints together.
03 Start small, learn fast, scale when ready
We support concept validation, engineering samples, pilot runs, OEM/ODM production, private label programs, and larger-volume manufacturing after validation.
04 China supply chain with global communication
We coordinate across English, Chinese, and additional project languages through approved partners when needed.
MANUFACTURING FACTORY INTRODUCTION
See the manufacturing environment behind our product development and production coordination.
This video introduces the factory-side context that supports hardware builds, supplier coordination, assembly work, and the transition from engineering prototypes to scaled production delivery.
HOW WE MOVE PROJECTS FORWARD
A staged path from first review to production readiness.
1. Idea & Market Definition
Product goal, target users, AI value, market channel, target quantity, price range, timeline, and constraints.
2. NDA Review
Code interfaces, sample videos, RFQ files, diagrams, medical files, or core IP.
3.Feasibility
Platform, model, video pipeline, power, thermal, RAM, storage, and risk assessment.
4.Engineering Development
Electronics, firmware, local AI, mechanical design, integration units, field testing, and iteration.
5.Validation & Industrialization
Performance, power, heat, reliability, quality checks, BOM, tooling, assembly method, and acceptance criteria.
6.Production & Scale
Pilot runs, OEM/ODM, contract manufacturing, private label, white label, quality control, and larger-volume production launch.
LET'S TALK ABOUT YOUR PROJECT
Tell us what you are trying to build.
Share the non-confidential overview first. For code, samples, medical details, optical design, or customer IP, we can move into NDA-gated review.
Open the project intake page when you are ready to share the basic information.
Let’s move your project forward.
From early-stage engineering to production support, contact the team that best matches your needs.
Project Support
support@taometrix.com
Contracts
