IoT

Connected hardware, made predictive.

IoT is a nascent field where few teams have real depth. We have a pool of IoT professionals dedicated to it — from conceptualizing your product to breathing life into it through design, development, and edge intelligence.

What's included

Capabilities

01

Sensor & device integration

Connecting hardware to reliable data pipelines, from prototype to production scale.

02

Edge ML

On-device inference for latency-sensitive or offline-first environments.

03

Predictive maintenance

Models that flag equipment issues before they cause downtime.

04

Fleet & device dashboards

Real-time visibility into every connected device, built for the people who operate them.

05

Cloud data pipelines

Ingesting, storing, and analyzing device data at a scale that holds up over time.

Stack

Tools and technologies we reach for.

MQTTEmbedded CAWS IoTEdge ImpulseTensorFlow LiteTime-series DBs
Process

How we take this from brief to live.

01

Discover

Agents mine market and user data alongside our strategists to define scope in days.

02

Prototype

AI-assisted wireframes and a working demo you can click through in the first week.

03

Build & Train

Engineers and agents pair-build the product while custom models train in parallel.

04

Ship & Learn

We launch, then keep improving using real usage data and automated feedback loops.

Also explore

Pairs well with

Book a free consultation

Have hardware that should be telling you more?

We'll help you figure out what to measure, and what to do with it once you can.