IoT Application Development

IoT Application Development Services

Nobody calls us saying “I need IoT.” They say “I need my fleet tracked,” “I need patients monitored remotely,” or “I need deliveries secured.” We build the ecosystems that make it work — device to cloud, digital to physical.

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Kayo fleet management mobile app with OBD-II device — Cox 2M

Kayo — Cox 2M fleet management. OBD-II device + mobile app + cloud dashboard.

8+

Connected Products Shipped

2007

Building Connected Products Since

15–20yr

Avg Engineer Experience

4

Industries: Healthcare, Logistics, Consumer, Industrial

Every engagement follows our method: Discover → Experiment → Engineer → Optimize

The Full Stack

Most Teams Build One Layer. We Build the Ecosystem.

Connected products fail when the device team, the app team, and the cloud team don’t talk to each other. We’re one team across all layers — so your Bluetooth pairing, your mobile dashboard, and your cloud data pipeline all work together from day one.

Device Integration

Bluetooth LE, OBD-II ports, proprietary protocols, medical sensors. We handle device discovery, pairing, connection management, and the firmware communication layer that makes hardware useful.

BLE OBD-II MQTT WiFi

Mobile Companion Apps

Setup wizards, real-time data display, push notifications, offline mode. iOS and Android — React Native when one codebase fits, native Swift/Kotlin when hardware demands it.

React Native Swift Kotlin Offline-first

Cloud Infrastructure

Data ingestion, real-time dashboards, alerts, fleet analytics. AWS IoT Core, Lambda, DynamoDB. Multi-tenant architectures for SaaS IoT platforms.

AWS IoT Core Lambda Real-time Dashboards
Our Method for Connected Products

Discover → Experiment → Engineer → Optimize

Every connected product engagement follows the same method. The difference is what each phase means when hardware is involved.

Discover

Understand the Physical Environment

What devices are in the field? What’s the connectivity like? What breaks when the network drops? We map the physical environment, device constraints, and connectivity challenges before designing anything.

Device assessment · Connectivity mapping · Regulatory landscape

Experiment

Prototype the Device-to-Cloud Path

Connect the device. Push data through the pipeline. Display it in a dashboard. Test in real conditions — not a lab. Does the Bluetooth pairing work in a parking lot? Does the sensor data survive a dead zone?

Integration POC · Field testing · Real-condition validation

Engineer

Build the Full Stack with AI Leverage

Senior architects lead the build. AI accelerates code generation, test automation, and cross-platform tooling. Mobile apps, cloud infrastructure, device communication — all built by one team in two-week sprints.

AI-accelerated dev · Sprint delivery · Cross-platform launch

Optimize

Monitor Device Health in Production

Device health, usage patterns, field reliability, battery life, connectivity success rates. Connected products are never “done” — the data from production tells you what to build next.

Fleet monitoring · Usage analytics · Continuous improvement

Data Services & AI

Your Devices Generate Data. We Help You Turn It Into a Business.

Connected devices produce enormous volumes of data — sensor readings, usage patterns, location history, environmental conditions. Most of it sits in a database nobody queries. The opportunity is turning that data into products: dashboards, alerts, predictive models, and entirely new business lines.

AI is what makes this possible at scale. Machine learning identifies patterns in sensor data that no human analyst would catch. NLP extracts insights from unstructured field notes. Predictive models turn historical device data into forward-looking intelligence.

We help device companies build data services — new business models, new delivery methods, new revenue streams — on top of the hardware they already have in the field. The device is the platform. The data is the product.

New Business Models

Subscription data services, usage-based pricing, predictive maintenance contracts. We help you define the model and build the platform to deliver it.

AI on Sensor Data

Anomaly detection, predictive analytics, pattern recognition. AI makes sense of data at volumes no team can analyze manually.

Real-Time Dashboards & Alerts

Operational intelligence from device data — not reports from last month, but what’s happening right now and what’s about to happen next.

Data Product Development

Turn raw device data into a product your customers will pay for. We handle the architecture, the UX, and the business model.

Common Questions

IoT Application Development FAQ

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Tell us about the problem you’re solving in the real world. We’ll help you figure out what the connected ecosystem looks like — and what it takes to build it.

Since 2007 · 8+ connected products · Device to cloud, one team