Industrial IoT
Predictive maintenance, condition monitoring, energy management, and OT/IT bridging for manufacturing, oil & gas, and utilities.
Capability · IoT & Embedded
Connected hardware, end to end
From silicon bring-up and embedded firmware through edge AI, fleet management, and cloud telemetry — we build connected products that survive the field.
What we ship
Hardware that holds up — at scale
Most IoT prototypes work. Almost no IoT prototypes survive deployment to ten thousand units in the field. We engineer for the second case — for OTA updates that don't brick devices, for telemetry pipelines that don't drop messages, for batteries that last the warranty period.
- Embedded firmware on ARM Cortex-M, ESP32, RISC-V, and Linux SoCs
- RTOS work — FreeRTOS, Zephyr, NuttX, Mbed
- Android AOSP / BSP customisation, custom Linux distributions
- Edge AI inference — TensorFlow Lite Micro, ONNX Runtime, Coral, Hailo
- Connectivity — MQTT, LoRaWAN, NB-IoT, BLE, Wi-Fi 6, 5G, Matter
- Cloud-side IoT platforms on AWS IoT, Azure IoT Hub, GCP IoT Core
- OTA update systems with A/B partitioning and rollback
- ADAS & automotive — sensor fusion, computer vision, AUTOSAR
- Fleet management dashboards and alerting
IoT · Embedded
FreeRTOS · Zephyr · AOSP · Edge AI
Where We Ship
Connected-product engagements
Edge AI inference
Computer vision and audio ML running on-device for privacy, latency, and bandwidth — Coral TPUs, Jetson, Hailo, Apple Neural Engine.
ADAS & automotive
Sensor fusion, computer vision pipelines, ADAS software, AUTOSAR-compliant components, and HMI for in-vehicle infotainment.
Smart home & consumer
Matter / Thread devices, BLE accessories, voice assistants, smart appliances, and connected wearables.
Agricultural IoT
Soil sensors, irrigation control, weather stations, livestock monitoring, and farm-management dashboards with low-power LPWAN backhaul.
Healthcare devices
Vital-sign monitors, remote patient monitoring, connected imaging — engineered to medical-device standards with regulatory awareness.
Process
How we build connected products
Hardware & silicon
SoC selection, schematic review, BSP bring-up, peripheral validation, and power-budget analysis.
Firmware & OS
RTOS or Linux, secure boot, OTA architecture, watchdogs, and field-recoverable failure modes.
Connectivity
Protocol selection, provisioning flow, edge agent, message reliability, and security model.
Cloud & analytics
Telemetry ingestion, device shadow, fleet management, time-series storage, dashboards, and alerting.
Field rollout
Pilot deployment, soak monitoring, OTA update cadence, and operational support.
Common Questions
What clients usually ask
Do you handle hardware design?
We focus on firmware, embedded software, and cloud — and partner with established hardware-design houses for schematic, PCB layout, and contract manufacturing. We've shipped the integration end of dozens of hardware programmes.
What about OTA updates?
Non-negotiable. Every product we ship has a tested OTA pipeline with A/B partitioning, signed firmware, rollback on watchdog reset, and observability into update success rates. We've never bricked a device fleet.
Edge AI or cloud AI?
Edge for privacy-sensitive, low-latency, or offline-capable workloads. Cloud for heavy models, frequent updates, or bandwidth-cheap deployments. Most products are hybrid — small models at the edge, large models in cloud.
Can you customise Android (AOSP)?
Yes — full AOSP / BSP work including custom HALs, kernel patches, vendor partition customisation, and OEM branding. Deployed to point-of-sale, kiosks, in-vehicle infotainment, and industrial tablets.
What about cybersecurity for IoT?
Built in from day one — secure boot, hardware root of trust, encrypted communications, certificate-based device identity, and ongoing vulnerability management. Aligned with IEC 62443 and ETSI EN 303 645.
Building a connected product?
Tell us where you are — concept, prototype, or scaling pains — and we'll lay out a credible path forward.