AI Smart Applications

AI Smart Application Development

AI-powered devices, edge computing, intelligent sensing and cloud-connected products — full-stack from algorithm to hardware.

Common Client Challenges

Challenges Smart Product Teams Face

  • Wi-Fi/BLE connectivity reliability and antenna performance in compact enclosures
  • Cloud platform integration with device fleet management at scale
  • OTA update architecture that works reliably across thousands of devices
  • Power management for always-on connected devices (battery or mains)
  • Multi-vendor coordination across hardware, firmware, App and cloud teams
  • Security concerns — device authentication, encrypted communication, secure boot
What We Handle

Our Role in Your Smart Product Project

Connectivity Hardware

Wi-Fi/BLE SoC selection, antenna design and matching, RF layout optimization, EMC compliance for wireless products.

IoT Firmware

RTOS-based firmware, MQTT/CoAP protocols, secure boot, OTA update architecture, power state management.

Cloud & Backend

Device provisioning, telemetry ingestion, rule engine, user management, dashboard, third-party API integration.

Mobile App

Cross-platform App for device setup, remote control, status monitoring, push notifications and family sharing.

Product Design

Compact antenna-friendly enclosures, thermal design for always-on devices, DFM for cost-effective mass production.

Manufacturing & Test

RF calibration during production, device provisioning on assembly line, functional test fixtures, packaging.

Technical Capabilities

Technologies We Apply

Wi-Fi 4/5/6 SoC Integration

BLE 5.x Mesh Networking

Matter / Thread Protocol

MQTT / CoAP Cloud Communication

Secure Boot & TLS

OTA Update (A/B Partition)

Voice Assistant Integration

Edge AI / On-Device ML

Low-Power Always-On Sensing

System Architecture

Typical Smart Product Architecture

  1. Device Hardware Sensors, actuators, connectivity SoC, antenna, power supply
  2. Firmware Layer RTOS, device drivers, connectivity stack, OTA, secure boot
  3. Cloud Backend Device registry, data pipeline, rule engine, API gateway
  4. Mobile App Device setup, remote control, notifications, user management
Project Example

AI-Powered DeepSleep Smart Ring

A complete IoT product: wearable hardware with BLE streaming, mobile App for real-time data visualization, and cloud AI platform for sleep analysis — demonstrating our full-stack smart product capability.

View Full Case Study
Compliance & Testing

Certification Considerations

FCC / CE-RED (Radio)

Mandatory radio certification for Wi-Fi/BLE devices in US and EU markets.

Bluetooth SIG Qualification

BLE product listing under brand owner's membership account.

Wi-Fi Alliance Certification

Interoperability certification for products using Wi-Fi connectivity.

Cybersecurity (ETSI EN 303 645)

IoT security baseline: unique passwords, secure update mechanism, data protection.

Matter Certification

Smart home interoperability standard certification for compatible products.

EMC & Safety

Electromagnetic compatibility, electrical safety (IEC 62368-1), environmental testing.

Building a Smart Connected Product?

We handle the full stack — hardware, firmware, App and cloud — so you get a complete, integrated product from one team.

Submit Your Project