Edge AIoT · Embedded Engineering · since 2006

Intelligence at the edge — and the team that owns every layer beneath it.

VNEMEX builds on-device AIoT platforms and field-ready solutions around our Edge Station, and partners with OEMs and integrators as a deep embedded-software engineering team — from silicon bring-up to deployed applications.

Now deployed across offices, malls & airports, and delivery operations.

20+ yrsEngineering lineage
Senior-ledEngineering team
DeepEmbedded & AI expertise
HCMCVietnam
Clients & partners Primax Electronics Allwinner Technology Prime Electronics Amazing Chipset Semiconductor Eurorack Mechanical Puraxi Innovation CogniForge
What we do

Two strengths, one engineering team.

We design our own edge-AI products and we build embedded software for partners. Both draw on the same two decades of low-level, hardware-aware engineering.

AIoT platform & solutions

Our Edge Station and Edge Core middleware do two jobs at once: run AI directly on the device for low-latency, private, offline-capable intelligence — and act as a multi-protocol IoT hub that connects and orchestrates the cameras, sensors and controllers around it.

  • On-device AI inference
  • Multi-protocol IoT hub
  • Wi-Fi · BLE · Z-Wave · Zigbee · Matter
  • Offline-first & private

Embedded software engineering

A senior extension of your engineering team, fluent at the hardware-software boundary. We carry a platform from SoC and BSP bring-up through drivers, middleware, multimedia and OTT integration, all the way to certification, mass production and long-term maintenance — for STB, smart TV, camera and IoT devices.

  • BSP, kernel & driver bring-up
  • Multimedia & DRM (Widevine, PlayReady)
  • Embedded browsers & OTT apps
  • Edge-AI & AIoT middleware
  • OTT certification (Netflix · GTS/CTS)
  • Spec → mass production & OTA
The platform

Hardware, middleware, and management — engineered to run AI at the edge.

Three building blocks turn raw silicon into a deployable, intelligent solution.

VES

Edge Station

The hardware node

A compact, high-performance edge computing node that processes deep-learning models locally — for ultra-low latency, strict data isolation, and continuous offline operation.

  • Local deep-learning inference
  • Versatile I/O for industrial & commercial IoT
  • SoC + AI-accelerator architecture
VEC

Edge Core

The middleware engine

Modular middleware that powers solution development: device and data management, model management, an inference engine, a rule engine, OTA, and REST / MQTT APIs.

  • Inference & model management
  • Device, data & rule engines
  • OTA · REST · MQTT · WebSocket
TMS

Fleet Management

Manage & monitor at scale

Provision, monitor, and update distributed edge devices — firmware and OTA, status and diagnostics, and AI-model rollout — with offline resilience and cloud orchestration.

  • Provisioning & monitoring
  • Firmware / OTA management
  • Local autonomy, cloud orchestration
Solutions

Built on the Edge Station — and already in the field.

Three products run today on our platform across offices, public spaces, and delivery operations. Each pairs on-device AI with real hardware.

person · 0.98 AiBox
Deployed

Smart Home & Building

on-device AI · privacy-first

Control a space through a mobile app, multi-language voice, or hand gestures. The AiBox detects and recognizes people, faces, voices and gestures — and keeps working even when the internet drops.

  • Intruder detection and alerts across up to 8 high-resolution cameras
  • Edge AI for fast response; data stays local for privacy
  • Intuitive automation — scenes set and adjust themselves
  • New AI features delivered as software updates to the AiBox
Smart officeBuilding & cityRetail & mallFactory
POD SPACE ADS
Deployed

PodSpace (AIPOD)

bookable · soundproof · app-controlled

Private, on-demand workspaces placed in malls, airports and busy lobbies. Find one in the app, book your time, and step into a quiet, soundproof pod you control from your phone.

  • Adjustable lighting and climate (AC), set from the mobile app
  • CCTV surveillance and IoT device control built in
  • Smart detection helps you remember your belongings
  • Optional ad-supported sessions for a discounted rate
Malls & airportsHospital lobbiesCo-working
PROOF ✓
Deployed

Smart Locker System

secure handoff · proof of delivery

Self-service parcel lockers that end missed deliveries and porch theft. An AI camera auto-detects people and records proof on every open and close, with real-time alerts for anything unusual.

  • AI proof-of-delivery on open / close and human approach
  • Real-time alerts for theft attempts or unauthorized access
  • Predictive inventory — forecasts peak usage to optimize capacity
  • Weatherproof, secure, available 24/7
E-commerce & CEPFood deliveryOffices & buildingsCustomizable sizing
AI building blocks Object detection Human & fall detection Facial recognition Voice & speaker recognition Gesture recognition Emotion & attribute analysis Video analytics
In development

On the bench — open for pilots & co-development.

Proof-of-concept and R&D solutions running on the same Edge AI platform. We're looking for design partners to take these to production.

PoC

Smart Signage

Real-time, context-aware advertising — recommends content by audience, emotion, time and weather, with reach, impression and conversion analytics.

PoC

Smart Doorbell

Recognizes registered visitors by face or voice to unlock designated doors, place video calls to the homeowner, or leave voice messages.

PoC

Smart Roll (AttendAI)

Automatic, contactless student attendance — fast roll-call powered by on-device face recognition at the edge.

PoC

Smart Gym

On-device pose and movement analysis — compares each pose against correct form in real time and delivers instant feedback to refine technique.

R&D

Home Healthcare

Ambient and wearable sensing for fall and anomaly detection, elderly care and remote monitoring — with alerts to family and providers.

R&D

Live-Cell Imaging

Automated acquisition with real-time cell detection, segmentation and tracking, and quantitative analysis of large image datasets.

R&D

Polyp Detection

Real-time endoscopy polyp detection, classification and segmentation on the live feed, with size and risk estimation.

Engineering services

Deep embedded expertise, available as a partner.

We co-create with clients, OEMs and system integrators across the full product lifecycle — and across the whole software stack.

Core strength

Embedded systems

Two decades deep in STB, smart TV and camera platforms — BSP, drivers, middleware, multimedia, DRM, embedded browsers and OTT, from first bring-up to mass production.

We bring the same hardware-grade rigor to a widening set of services:

AI & machine learning
IoT
Web applications
Mobile applications
Cloud computing
DevOps & IT ops

From silicon to shipping

  1. Architecture & BSP selection — SoC bring-up plan, bootloader, kernel and OS definition.
  2. Bring-up & drivers — DDR, display/HDMI, USB, Wi-Fi/BT, flash; board verification.
  3. Integration & tuning — middleware, multimedia, power/thermal, OTT app integration.
  4. Certification & validation — Netflix, Widevine, Google GTS/CTS; stress and field validation.
  5. Mass production & support — firmware release, OTA campaigns, on-site and RMA support.
Selected recent work

Real platforms, real silicon.

Allwinner TechnologyLinux · Android

Chromium and Cobalt (YouTube TV) browser integration, a DRM compositor for X11 and Wayland, and graphics-driver work across the T527, TV303 and A733 SoCs.

Prime ElectronicsAndroid

AIoT middleware built on Realtek RTK1319 and MediaTek MT5251 edge-gateway SoCs.

Amazing Chipset SemiconductorLinux

Edge-AI SDK maintenance and middleware development on the ACS AI system-on-module.

Primax ElectronicsWindows

Access-control system (AFGM) software maintenance and new-feature development.

MontageLinux · Android

Middleware development on the MS265x SoC.

In evaluation
Eurorack MechanicalRobotics

Control system for an autonomous warehouse robot.

In evaluation

Spanning embedded browsers, DRM and multimedia, graphics, and AIoT middleware — across Linux, Android and Windows. Emerging R&D includes smart farming for aquaculture.

How we engage

Flexible engagement models for every client.

Transparent, scalable collaboration — from full product ownership to a single feature request.

01

Project-based engagement

  • Full ownership, from spec to mass production
  • Dedicated PM + engineering team
  • Weekly status, milestone-gated delivery
  • Fixed-scope or T&M pricing
02

Function / ECR-based

  • Single-feature or bug-fix scope
  • Rapid 1–2 sprint turnaround
  • Defined entry / exit criteria per task
  • Flexible bandwidth scaling
03

Maintenance & support

  • Long-term firmware maintenance
  • CVE / vulnerability patch management
  • Post-production OTA management
  • SLA-backed response times
04

How we collaborate

  • Source via Git / Gerrit, role-based access
  • Shared Jira / issue tracking
  • Weekly tech review + status meeting
  • Deliverables: source, binaries, API docs, tests, release notes
R&D team capability

Two decades of low-level engineering depth.

From the silicon vendor's base up to the application, our senior team takes hands-on ownership across the stack — with the breadth of competencies and silicon experience to match.

Ownership modelfull stack
Applications · Services · UI/UX
Built & owned
Middleware — platform
Built & owned
OS · HAL
Customized
SoC / Hardware & base BSP
SoC vendor

Tools & frameworks

OS
Embedded Linux, Android / AOSP, RTOS, Ubuntu
AI / ML
TensorFlow / Lite, PyTorch, ONNX, Keras
Multimedia
GStreamer, FFmpeg, OMX, HLS / DASH / RTSP
DRM
PlayReady, Widevine, FairPlay, VeriMatrix
Connectivity
Wi-Fi, BLE, Z-Wave, Zigbee, Matter, Modbus
Web & mobile
React, Next.js, Node.js, Flutter, Kotlin
Cloud
AWS, Vercel
CI / CD
Git, Gerrit, Jenkins, Docker, Kubernetes

Core competencies

Embedded systemsSTB · TV · Camera
UI/UXWeb, native & Android appsSystem & application SWSW architecture designSystem integrationEmbedded web browsersIPTV / DTV / ATVAndroid TV / AOSPEmbedded LinuxMultimedia processingFirmware / Linux driver & BSP
IoTconnected systems
IoT app developmentData & network protocolsCloud platformsRTOSEmbedded Linux
AIedge intelligence
AI frameworksMachine learning & deep learningAI deployment & DevOpsAI & ML servicesData modeling

Silicon & platform experience

Hands-on across two decades of consumer-electronics and edge-AI silicon.

Set-top boxSigma Designs SMP83xx – SMP8910
Smart TVSigma Designs Union1/2 · SX6 – SX10 · Novatek NT671D / NT690 / NT98560
STB · TV · Mini-PCAllwinner TV301 · TV303 · H616 · T527
AI edge gatewayRealtek RTK1319 · MediaTek MT5251
AI accelerator modulesKneron KL720 · Google Coral · ACS SOM · Hailo-8
Wireless & connectivitySiLabs Z-Wave 500 / 700 / 800 · Realtek / Broadcom / Qualcomm BT & Wi-Fi
Tuner · audio · MCUSiLabs / MaxLinear tuners · ESMT / TI audio DSP · Microchip MCU
CPU architecturesARM · MIPS · RISC-V
Company

Twenty years of the same engineers, evolving together.

From a Sigma Designs support center to an independent edge-AI company — our core team has stayed together for nearly two decades, building deep expertise in low-level hardware-software co-design.

2006

KENVI

A partner and support center for Sigma Designs. Focus: set-top box.

2011

Sigma Designs Vietnam

Vietnam subsidiary established. Expanded to STB, TV and IoT.

2018

V-Silicon Vietnam

Carrying forward the Sigma Designs TV and set-top box division.

2023

VNEMEX

Formally established, with key personnel from V-Silicon Vietnam. Embedded systems, IoT and AI.

Mission

Deliver powerful, field-ready AIoT applications — driving real-time intelligence, security and operational efficiency directly at the edge.

Vision

A future where intelligent edge computing is embedded into every environment, creating secure, autonomous, and instantly responsive physical systems.

Contact

Let's build at the edge.

Whether you need an AIoT solution built or a deep embedded engineering partner, we'd like to hear what you're working on.

Head office
261 Hoang Van Thu Street, Ward 2, Tan Binh District, Ho Chi Minh City, Vietnam
Branch office
1F, QTSC, 97-101 Nguyen Cong Tru, Saigon Ward, Ho Chi Minh City, Vietnam
Hotline / website
+84 975 598 539 · www.vnemex.com