Engineering Services

Build with a full-stack team—hardware to cloud.

From sketch to scale, we ship AI, IoT, and product experiences: 3D-CAD and PCB, firmware and apps, AWS and Next.js—and mass production in CN/TW.

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What we do

Full-stack coverage across AI, IoT, and product co-creation. We take responsibility for outcomes, not just deliverables.

AI Engineering

Applied models from edge to cloud: perception (camera/mic), evaluation pipelines, model integration, and privacy-aware UX. We connect sensors, software, and human factors into measurable outcomes.

Edge AI on devices (BLE/IMU, embedded)
Cloud inference & data ops on AWS
Responsible UX for human-in-the-loop systems

IoT & Devices

Industrial design input, PCB + firmware, fixtures, pilot builds to mass production across CN/TW. We handle DFM, supply, and QA with the same rigor as software.

3D-CAD product design, PCB, enclosure
Firmware, BLE protocols, mobile pairing
Manufacturing ramp & test fixtures

Product Co-Creation

0→1 prototyping, 1→N scaling, and go-to-market support—plus patent support where useful. We own the last mile.

Rapid prototyping sprints
Roadmap, analytics, and iteration cadence
IP support and pilot launches

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Selected work

Highlights from partnerships across sports, healthcare, and enterprise.

OiTr

IoT · Mobile · Cloud

HW/SW architecture, server-side, React Native app.

A cohesive device-to-cloud system with rapid iteration from pilot to operations.

Medicloud

Healthcare · Mobile · Cloud

Systems development plus a React Native app.

Unified patient-facing UX and streamlined backend operations.

Kyodo PR

Enterprise · Web

Software development support across core systems.

Faster deployment cycles and improved reliability.

How we engage

Fixed-scope builds, R&D retainers, or venture co-building (fee + equity).
SLA-based cadence and shared dashboards keep momentum high.

Toolchain spans AWS, Next.js, React Native, Swift, Kotlin, custom firmware, BLE/IMU, and hardware test fixtures—integrated into shared dashboards for visibility.

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Ready to collaborate on AI, AIoT, and next-generation products?