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All labs

Labs · Internet of Things

Connected products that actually do something.

IoT Labs builds connected products that sense, decide and act on their own — without streaming data nobody uses or waiting on the cloud. The edge AI, embedded firmware, sensor networks and secure fleet management are how we get there.

Build a deviceExplore WNC Labs
Edge-first
AI that runs on the device
Real-time
Telemetry from sensor to dashboard
OTA
Fleet updates without a truck roll
Connected IoT device

01 / The problem

Smart devices that aren’t actually smart.

Most connected products stream data nobody acts on, depend on the cloud to do anything, and can never be updated once they ship. We close that gap.

01

Cloud round-trips that don’t scale

Sending every reading to the cloud adds latency, cost and a hard dependency on connectivity.

02

Data without decisions

Dashboards full of telemetry but nothing that actually acts on what the sensors are saying.

03

Fleets you can’t update

Devices shipped and forgotten — no secure way to patch firmware or push new models.

02 / Capabilities

The full IoT stack.

From the silicon to the dashboard — one team across firmware, connectivity, cloud and apps.

Edge AI

On-device inference so devices sense, decide and act without waiting on the cloud.

Embedded firmware

Low-power firmware for microcontrollers and SoCs, built for reliability in the field.

Sensor networks

Telemetry pipelines from sensor to dashboard — buffered, compressed and resilient.

Connectivity

BLE, Wi-Fi, LoRa, cellular and MQTT — the right link for range, power and cost.

Device management & OTA

Provisioning, monitoring and secure over-the-air updates across the whole fleet.

Voice & ambient interfaces

Natural voice and ambient UX on-device — the same work behind our Sofi assistant.

03 / Systems we build

Software inside real machines.

Vending machines, charging stations and workshop equipment all need the same thing: embedded software that keeps running for years with no developer nearby. We do that programming — the same firmware work as our robotics — and design the hardware and system architecture when something needs unblocking.

Vending systems

Vending systems

Controllers and telemetry for vending machines — cashless payments, stock and fault reporting, and remote monitoring so an operator sees every machine from one dashboard.

Engine carbon cleaning

Engine carbon cleaning

Control electronics and firmware for hydrogen (HHO) engine carbon-cleaning machines — electrolysis and gas-output regulation, safety cut-offs, treatment cycles timed to engine size, and workshop diagnostics.

Charging & power stations

Charging & power stations

Control electronics, metering and billing for car-charging and battery stations — connected, monitored and updatable in the field.

Hardware & system architecture

Hardware & system architecture

Board-level design reviews and system architecture for IoT and robotics — we come in to find and fix the block that is holding a machine back.

04 / How it connects

From device to dashboard.

Every layer is ours to build and to run — so there is no gap between the firmware and the app your team opens.

01

Device

Senses & runs edge AI

02

Connectivity

BLE · Wi-Fi · LoRa · cellular

03

Cloud

Ingest, store & orchestrate

04

App

Monitor & control anywhere

05 / Questions

Questions, answered.

The full stack: device firmware and edge AI, the connectivity layer, the cloud backend that ingests telemetry, and the apps and dashboards your team uses to monitor and control the fleet.

Start

Got a device idea?

From prototype to production fleet — we’ll build the hardware-software stack around it.

Get in touch or see our IoT solutions service