/ PHYSICAL AI & ROBOTICS — HUMANOID & SERVICE ROBOTICS

Hardware Development for Humanoid & Service Robots

Build the audio, sensing, embedded computing, connectivity, firmware, and electronics that connect your robot intelligence to the physical world.

Hardware development for humanoid and service robotics: audio, sensors, embedded compute, and production electronics
/ INTERACTION

Hardware Built for Human-Robot Interaction

Humanoid and service robots need more than intelligence. To interact naturally with people, they need hardware that can reliably sense, hear, process, communicate, and connect in real-world environments.

/ VOICE & AUDIO

Help Your Robot Hear and Communicate

Voice interaction in robotics becomes difficult when microphones must capture speech around motors, fans, speakers, movement, and environmental noise. GMIC helps build and tune the audio hardware around your voice AI pipeline.

Far-Field Voice Capture

Capture speech across practical interaction distances using microphones and microphone-array architectures designed for real-world environments.

Noise Reduction

Reduce environmental, fan, motor, and background noise before audio reaches the speech or AI pipeline.

Acoustic Echo Cancellation

Help the robot continue listening while its own speaker is actively playing speech or sound.

Audio DSP

Support beamforming, gain control, preprocessing, and speech-focused audio signal processing.

Speakers & Voice Output

Integrate speakers and audio output for clear two-way human-robot communication.

Voice AI Integration

Connect audio hardware to edge or cloud speech recognition, conversational AI, LLM, and voice-agent pipelines.

/ POSITIONING

Build the Hardware Around Your Robot Intelligence

You build the robot intelligence. We help build the hardware around it.

Whether your robotics platform uses a VLA, VLM, AI agent, speech model, computer vision system, or proprietary software stack, GMIC helps integrate the electronics required to bring that intelligence into a deployable product.

/ CAPABILITIES

Core Hardware Capabilities for Robotics

Voice & Audio

Microphones, microphone arrays, speakers, DSP, AEC, noise reduction, and voice-interface hardware.

Sensor Integration

Integrate cameras, IMUs, environmental sensors, microphones, and additional device inputs.

Embedded & Edge Compute

Integrate MCU, SoC, and edge-computing platforms for local processing and low-latency operation.

Connectivity

Connect robots to cloud platforms, mobile applications, and local systems using Wi-Fi, BLE, USB, Ethernet, or cellular.

Firmware & SDK Integration

Connect device firmware, APIs, SDKs, OTA updates, and AI pipelines with the existing robotics software stack.

Custom Electronics

Move from development boards to integrated PCB and PCBA solutions optimized for size, power, reliability, cost, and manufacturing.

/ PRODUCTIZATION

From Robot Prototype to Production

A robotics prototype can work with development boards, external sensors, USB microphones, loose wiring, and 3D-printed parts. Turning that system into a reliable product requires a different level of hardware integration and production engineering.

GMIC helps productize the electronics around your existing humanoid or service robotics platform.

Already have a working robotics prototype? We can help turn it into manufacturable hardware.

Discuss Your Prototype
/ APPLICATIONS

Hardware for Commercial Service Robots

GMIC supports service robots that interact with customers, employees, visitors, and users across commercial environments.

Customer Service Robots

Voice and interaction hardware for robots designed to assist, answer questions, guide users, and communicate with customers.

Voice AIAudioConnectivityHuman Interaction

Retail Robots

Connected sensing and interaction hardware for robots operating in stores, showrooms, and other retail environments.

SensorsVoiceConnectivityEdge AI

Hospitality Robots

Voice, embedded electronics, and connectivity for service robots used in hotels, restaurants, and hospitality environments.

Voice InterfaceWi-FiEmbedded HardwareCloud AI

Reception & Guide Robots

Audio, sensing, and communication hardware for reception, navigation, visitor assistance, and guided-interaction applications.

AudioSensorsCommunicationAI Integration
/ HUMANOID ROBOTICS

Humanoid Robot Hardware Development

Humanoid robotics companies often begin with powerful AI and robotics platforms, but production systems still require integrated sensing, audio, computing, connectivity, firmware, and electronics.

GMIC helps develop and integrate this hardware layer around existing humanoid robotics platforms, from early prototypes through production-ready electronics.

  • Voice & audio hardware
  • Sensor interfaces
  • Embedded / edge compute
  • Connectivity
  • Firmware integration
  • SDK / API integration
  • Custom PCB / PCBA
  • Power and electronics integration
  • Prototype validation
  • Production engineering
/ MANUFACTURING

Prepare Your Robotics Hardware for Production

Once the hardware architecture is validated, GMIC helps prepare integrated robotics electronics for reliable and scalable production.

DFM

Design electronics for repeatable manufacturing.

BOM Optimization

Balance performance, availability, and target unit cost.

PCB / PCBA

Move from development boards to production electronics.

Component Sourcing

Support sourcing and supply-chain planning.

Assembly & Testing

Define production assembly and functional testing.

QA / QC

Build quality controls into pilot and mass production.

Certification Support

Prepare hardware for applicable regulatory requirements.

Pilot & Mass Production

Scale from validated hardware to production quantities.

/ WHY GMIC

Why Robotics Teams Work With GMIC

01

No Need to Build Every Hardware Function In-House

Add electronics, audio, firmware, and production capabilities without building every function internally.

02

Voice & Audio Engineering

Develop reliable human-robot voice interaction for real-world environments.

03

Built Around Your Existing Robot Platform

Integrate hardware around the robotics intelligence and mechanical platform you already have.

04

Custom Hardware When Development Boards Are No Longer Enough

Move from off-the-shelf components to integrated production electronics.

05

Prototype to Production

Support the path from prototype through EVT, DVT, PVT, pilot, and manufacturing.

06

One Engineering-to-Manufacturing Partner

Reduce the handoffs between hardware engineering, sourcing, validation, and production.

Begin

Building a Humanoid or Service Robot?

Tell us what your robotics platform already does, what hardware exists today, and what needs to be integrated, customized, or productized.

Discuss Your Robotics Project