IoT
solution development.

Connected devices, edge compute, telemetry ingest, device management, and operational dashboards — from sensor to dashboard.

Brief us See work
What we build

We build IoT solutions end-to-end — firmware, connectivity, edge compute, telemetry ingest, device management, analytics, and operational dashboards. Manufacturing, healthcare, energy, agriculture, and connected products.

Problem · approach · outcome.

How we run this kind of work
01 · Problem

IoT projects fail in the seams.

A working prototype connects a sensor to a dashboard. A working product also handles fleet provisioning, certificate rotation, OTA updates, network outages, edge processing, fleet rollouts, and operations 24×7 across the world. The seams are where projects die.

02 · Approach

Edge-to-cloud as one platform.

Firmware, connectivity, edge runtime, cloud ingest, device-management plane, analytics layer, and operations toolkit designed as one platform. OTA updates from day one. Certificate rotation as a feature, not a fire drill.

03 · Outcome

A fleet you can operate, not just a demo.

Production fleet at scale with OTA updates, monitored connectivity, edge processing where it makes sense, and operational dashboards that turn telemetry into action.

What we ship.

6 modules · extensible
F-01

Firmware

Embedded firmware in C/C++/Rust on FreeRTOS, Zephyr, Linux — with secure boot, OTA, and certificate rotation.

F-02

Edge compute

Edge runtimes (KubeEdge, AWS Greengrass, Azure IoT Edge) for inference, filtering, and store-and-forward.

F-03

Telemetry ingest

High-throughput ingest via MQTT, AMQP, or HTTP. Kinesis, IoT Core, Event Hubs at scale.

F-04

Device management

Fleet provisioning, configuration, OTA updates, certificate rotation, and remote diagnostics.

F-05

Analytics & dashboards

Time-series storage (TimescaleDB, InfluxDB), anomaly detection, and operational dashboards on Grafana.

F-06

Industrial integration

OPC UA, Modbus, MQTT Sparkplug, and proprietary protocols — bridged to modern cloud platforms.

Tech stack.

Production-tested
Firmware
C / C++RustFreeRTOSZephyrEmbedded Linux
Connectivity
BLELoRaWANNB-IoTWiFiCellular
Cloud IoT
AWS IoT CoreAzure IoT HubGCP IoT CoreThingsBoard
Industrial
OPC UAModbusMQTT SparkplugCoAP

Fleet of devices
to operate?

IoT practice · edge-to-cloud
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IoT solution development FAQs.

Q-01What industries do you build IoT for?
Manufacturing, healthcare (devices, RPM), energy, agriculture, connected consumer products, and logistics.
Q-02Do you do firmware and cloud both?
Yes — full-stack IoT engineering. Many engagements include the device team and the cloud team working as one unit.
Q-03How do you handle OTA updates?
OTA from day one. Staged rollouts, A/B partitions, rollback on failure, and signed firmware.
Q-04Edge or cloud — which?
Both, with the boundary determined by latency, bandwidth, and offline-capability requirements. Most fleets do filtering and inference at the edge, analytics in the cloud.
Q-05Industrial protocols (OPC UA, Modbus)?
Yes — we bridge industrial protocols to modern cloud platforms. MQTT Sparkplug is increasingly the convergence point.

Related across the cluster.

Parent & siblings→ 14

Cross-vertical→ 4

Proof & resources→ 4