Case studies
Intelligent connected products, engineered across the full stack
Evidence from real products: the electronics, firmware, connectivity, edge processing, cloud platforms and apps that intelligence depends on, and the first products that interpret and adapt to what they measure. Each case shows what was built, what Indeema owned and what became possible.
Find a case like your product- products engineered from device firmware through cloud to the app
- 8
- interpret or process data on the device or gateway
- 9
- stay updatable in the field over the air
- 7
Representative systems
Four products that show the whole stack working together
Each joins physical hardware, embedded software, connectivity and the cloud or app that people use, and shows exactly which parts Indeema owned.

Building equipment / Lift energy and usage monitoring
A lift energy and trip monitor, from meter interface to web portal
How it works
- Energy meter and control panel
- LiftEnergy+ device
- Wi-Fi or LTE uplink
- Cloud back end
- Web portal
Indeema owned
Proof of concept · Device hardware · Embedded firmware · Cloud and web portal · Maintenance

Smart home / Connected ventilation product
Electronics, firmware and app for a connected ventilation unit
- Sensors
- ESP32-C6 firmware
- Motors and damper
- Control channels
- ThingsBoard cloud
- Mobile app

Manufacturing / AI machinery condition monitoring
Turning machine vibration into condition-monitoring views
- Accelerometers
- iReDS unit
- Signal processing
- AI diagnostics
- Monitoring interface

Oil & gas field equipment / SCADA platform extension
Extending a SCADA product with cloud monitoring and gateway updates
- RF SCADA boards and PLCs
- Cellular gateway / industrial PC
- Cloud API and database
- Web portal
- Update pipeline
Engineering range
From the circuit board to the cloud, in shipped and prototype products
The layers an intelligent connected product depends on, and how many of these case studies show Indeema engineering each one.
- 01Electronics & hardwareSensors, boards, power and device design
8 case studies
Drone flight stack, Video intercom, Hover Hero
Hardware & Electronics - 02Embedded firmwareDevice logic, drivers, RTOS and control
15 case studies
Drone flight stack, Drone data link, Alice tank gauge
Embedded & Firmware - 03ConnectivityBluetooth, Wi-Fi, LTE, gateways and protocols
16 case studies
Drone data link, ShotKam app, E-bike telemetry unit
Cloud & Connected Systems - 04Edge processingSignals interpreted on the device or gateway
9 case studies
Video intercom, Maggy, Hover Hero
AI for IoT & Edge AI - 05Cloud & platformsDevice data, services and infrastructure
14 case studies
Dol-Sensors software, Solar Manager, Enersponse DRMS
Cloud & Connected Systems - 06ApplicationsMobile apps, web portals and dashboards
21 case studies
Beastcam, Alice tank gauge, Dol-Sensors software
Applications & Experience - 07Field updates & operationsOTA updates, CI/CD, monitoring and maintenance
12 case studies
Lemod, E-bike telemetry unit, Enersponse DRMS
DevOps for connected products - 08Autonomous behaviourA device acting without a person in the loop
1 case study · prototype
Hover Hero
Autonomous Physical Systems
Towards Cognitive IoT
Where each product sits on the path from connected to autonomous
Most products here make equipment visible and controllable. Some already interpret their own signals or adapt their behaviour; one prototype acts on its own. Several already run machine learning: forecasting solar production, classifying machinery faults, highlighting potential cardiac risks and spotting sharks from the air.
01Connected
Exchanges data and control with an app or cloud
02Observable
Makes its state and history visible remotely
03Interprets
Turns raw signals into meaning on the device
04Adapts
Adjusts its own behaviour from what it measures
05Acts
Acts without a person in the loop (prototype)
All case studies
Find a case like your product
Choose the engineering problem closest to yours. Every card shows the system that was built and the layers Indeema engineered.
Show case studies where the challenge was to
25 case studies

Building equipment / Lift energy and usage monitoring
A lift energy and trip monitor, from meter interface to web portal
- Energy meter and control panel
- LiftEnergy+ device
- Wi-Fi or LTE uplink
- Cloud back end
- Web portal
Engineered by Indeema: Electronics · Firmware · Connectivity · Edge · Cloud · Apps · OTA & ops

Smart home / Connected ventilation product
Electronics, firmware and app for a connected ventilation unit
- Sensors
- ESP32-C6 firmware
- Motors and damper
- Control channels
- ThingsBoard cloud
- Mobile app
Engineered by Indeema: Electronics · Firmware · Connectivity · Edge · Cloud · Apps

Manufacturing / AI machinery condition monitoring
Turning machine vibration into condition-monitoring views
- Accelerometers
- iReDS unit
- Signal processing
- AI diagnostics
- Monitoring interface
Engineered by Indeema: Electronics · Firmware · Edge · Cloud · Apps

Oil & gas field equipment / SCADA platform extension
Extending a SCADA product with cloud monitoring and gateway updates
- RF SCADA boards and PLCs
- Cellular gateway / industrial PC
- Cloud API and database
- Web portal
- Update pipeline
Engineered by Indeema: Connectivity · Edge · Cloud · Apps · OTA & ops

Smart home / Indoor air monitoring device
Building an indoor air monitor and companion app across two device generations
- Sensors
- Firmware
- AWS IoT Core
- Serverless back end
- Mobile app
Engineered by Indeema: Electronics · Firmware · Connectivity · Edge · Cloud · Apps · OTA & ops

Healthcare / Connected sensor, AI signal analysis and cloud
Sensocor: from a Bluetooth heart-signal sensor to a doctor's web portal
- Sensor unit
- Patient app
- Azure backend
- AI analysis
- Doctor portal
Engineered by Indeema: Firmware · Connectivity · Cloud · Apps · OTA & ops

Smart home and office / Indoor environment monitoring
Indoor environment monitor with device, cloud and mobile app
- UBox sensors
- ESP32 firmware
- AWS cloud
- UBreez app
Engineered by Indeema: Firmware · Connectivity · Cloud · Apps · OTA & ops

Smart home / Hub, cloud and delivery pipeline
Extending a leak-detection product into a connected smart-home hub
- Home devices
- Hub
- AWS back end
- Mobile app
- CI/CD
Engineered by Indeema: Firmware · Connectivity · Cloud · Apps · OTA & ops

Connected consumer product / Pet care
App, firmware and cloud for a connected massage bed for dogs
- Massage bed
- Microcontroller and firmware
- IoT cloud
- Owner mobile app
Engineered by Indeema: Electronics · Firmware · Connectivity · Edge · Cloud · Apps

Hardware engineering / UAV flight stack
Flight-controller and ESC electronics for a 7-inch drone flight stack
Flight controller and electronic speed controller (ESC) PCBs
Engineered by Indeema: Electronics · Firmware

R&D / AI drone concept and proof of concept
Proving a follow-me alert drone concept with wristband and phone alerts
Companion drone concept with AI shark detection, wearable and iOS alerts
Engineered by Indeema: Electronics · Firmware · Edge · Apps · Autonomy

Building communications / Embedded video prototype
Prototyping an ESP32-P4 indoor monitor for analog door-camera video
Indoor intercom monitor prototype on ESP32-P4
Engineered by Indeema: Electronics · Firmware · Connectivity · Edge

Embedded firmware / Vehicle telemetry
Telemetry and over-the-air update firmware for an electric-bike control unit
Embedded application for a vehicle control and telemetry unit
Engineered by Indeema: Firmware · Connectivity · OTA & ops

Embedded firmware / UAV data link
A Wi-Fi data-link firmware prototype for an agricultural drone maker
QSPI-to-Wi-Fi bridge firmware on an ESP32 for a drone data-link module
Engineered by Indeema: Firmware · Connectivity

Connected wearable / MVP
A Bluetooth proximity wearable MVP with mobile apps and a dashboard
- Maggy wearable
- Mobile apps
- Back end
- Dashboard and web app
Engineered by Indeema: Firmware · Connectivity · Edge · Apps

Smart home / Tank level monitoring
Firmware for a connected heating-oil tank gauge
Connected heating-oil tank gauge with mobile and web access
Engineered by Indeema: Firmware · Apps

Solar energy / PV monitoring and AI forecasting
A web service for monitoring and configuring residential solar systems
- PV system and household devices
- Solar Manager device
- AWS IoT cloud
- AI forecasting
- Web service
Engineered by Indeema: Connectivity · Cloud · Apps

Energy / Automated demand response platform
Scaling an OpenADR demand-response platform on AWS serverless
Cloud-based demand response management system (DRMS) with OpenADR VEN management
Engineered by Indeema: Cloud · Apps · OTA & ops

Agriculture / Farm sensor monitoring software
Taking over the cloud, web and mobile software for Dol-Sensors farm sensors
- Dol-Sensors devices
- Azure IoT Hub
- .NET backend and storage
- Web portal and apps
Engineered by Indeema: Cloud · Apps

Mobile application / Battery companion app
Rebuilding a Bluetooth companion app for RV lithium batteries
iOS and Android companion app for LiFePO4 RV batteries with a Bluetooth BMS
Engineered by Indeema: Connectivity · Apps · OTA & ops

Workplace plant installations / Device control app
Adding Bluetooth setup and OTA updates to an indoor plant-care control app
Cross-platform app and backend for irrigation and lighting control units
Engineered by Indeema: Connectivity · Cloud · Apps · OTA & ops

Mobile application / Connected camera
Redesigning the companion app for a Wi-Fi shot-recording camera
iOS and Android companion app for a Wi-Fi camera
Engineered by Indeema: Connectivity · Apps

Mobile application / Camera product
An iPhone camera app built for manual creative control
iOS camera application
Engineered by Indeema: Apps

Web platform / Loyalty and referral software
A web platform for aesthetic practice loyalty and referral programs
B2B web portal for referral, loyalty and promotion programs
Engineered by Indeema: Apps · OTA & ops

Mobile and web application / Education
Mobile and web apps for learning marching-band drill on the field
iOS and Android drill app with a web admin and licensing panel
Engineered by Indeema: Cloud · Apps · OTA & ops
Across industries
The same engineering model, in different operating environments
Homes, lifts, oil fields, farms, aircraft and clinics change the constraints. The engineering discipline stays the same.
- 8Smart home & consumer productsPrana Platinum, Cube Air, UBreez, Smart-home hub, Dog Cloud, Video intercom, Alice tank gauge, SuperVolt app
- 3Energy & solarLiftEnergy+, Solar Manager, Enersponse DRMS
- 3Drones & UAVDrone flight stack, Hover Hero, Drone data link
- 1ManufacturingiReDS
- 1Oil & gasVikingSCADA
- 1HealthcareSensocor
- 1AgricultureDol-Sensors software
- 1Automotive & mobilityE-bike telemetry unit
Your product next
Start from the outcome your product needs
- Connected Product EngineeringEngineer the device, firmware, cloud and app as one product.
- Intelligent Products & AIDecide where intelligence belongs in your product, and what it needs from the layers below.
- Industrial IoT & IntelligenceMake installed equipment observable and keep it updatable in the field.
Building a product like one of these?
Bring the product context, the system that already exists and the engineering decision your team needs to make next. An IoT architect will talk it through with you.
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