Technologies

Connecting Devices, Data, and Decisions with IoT

The Internet of Things (IoT) connects the physical and digital worlds. We help you design, build, and deploy IoT solutions that capture real-time data, automate decisions, and transform operations.

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What We Offer

End-to-end IoT capabilities from devices to insights

Device & Gateway Integration

Onboard sensors and gateways across MQTT, HTTP, BLE, Zigbee, LoRaWAN, or NB-IoT — with secure provisioning and OTA updates.

Edge Computing & TinyML

Run inference on-device or at the gateway. Anomaly detection and vision models compressed to fit MCUs and constrained Linux boards.

Telemetry & Dashboards

Time-series pipelines (InfluxDB, TimescaleDB), live dashboards (Grafana), and alerting tuned for industrial signal-to-noise.

Predictive Maintenance

Failure prediction from sensor telemetry. Models that beat threshold-based alerts and survive sensor drift.

Fleet Control & Automation

Secure remote control, scheduled commands, and cohort-based OTA rollouts with rollback.

Our IoT Architecture

A robust five-layer architecture for scalable IoT solutions

Device Layer

Sensors, controllers, and embedded systems

Connectivity Layer

Protocols like MQTT, HTTP, or LoRaWAN

Cloud Layer

AWS IoT Core, Azure IoT Hub, or self-managed brokers (EMQX, HiveMQ)

Analytics Layer

Real-time dashboards, alerts, and AI insights

Application Layer

Web or mobile apps for visualization and control

Industries We Serve

IoT solutions tailored for your industry's unique challenges

Manufacturing

Industrial IoT

Machine monitoring, predictive maintenance, and production optimization.

Healthcare

Smart Health

Smart devices, patient tracking, and remote diagnostics.

Agriculture

Precision Farming

Real-time sensor data and automated irrigation.

Retail

Smart Logistics

Inventory tracking, smart shelves, and automated logistics.

Smart Buildings

Energy Management

Building automation, energy management, and security systems.

Options You Can Choose From

Flexible engagement models tailored to your project needs

End-to-End IoT Solution

We design complete IoT ecosystems that connect devices, networks, and cloud platforms seamlessly.

IoT Data Dashboards & Analytics

Turn complex IoT data into clear, real-time insights with intuitive dashboards.

IoT Device Integration

Integrate all your IoT sensors and devices into one unified ecosystem.

Edge Device Integration

Connect and process data directly at the edge for faster, real-time actions.

Cloud IoT Setup

Set up secure, scalable cloud infrastructure for your IoT devices.

Predictive Maintenance Systems

Use IoT sensors and AI to detect equipment issues before they happen.

Common Questions

Edge or cloud — where should I run my model?

Edge when latency matters (sub-100ms control loops), connectivity is unreliable, or privacy demands data stay on-device. Cloud when models are large, you need fleet-wide retraining signals, or you're aggregating across sites. We design hybrid topologies most often.

Which protocols and connectivity options do you work with?

MQTT (most common), HTTP/REST, BLE, Zigbee, Z-Wave, LoRaWAN, NB-IoT, LTE-M, and 5G. Picked by range, power budget, data rate, and existing fleet. We avoid protocol religion.

How do you handle OTA updates safely?

Signed firmware, A/B partitions for rollback, staged rollouts (canary 1%, then 10%, then 100%), and a kill-switch. We treat firmware updates the same way we treat production deploys — observability, gating, and reversibility.

What about TinyML / on-device inference?

Yes. TensorFlow Lite Micro, ONNX Runtime, and pruned/quantized models that run on Cortex-M MCUs and edge Linux boards. Anomaly detection, vision, and audio inference at 10s-100s of mW power budgets.

Can you integrate with our existing SCADA/MES?

OPC UA, Modbus, Ethernet/IP, MQTT Sparkplug — the standard industrial protocols. We bridge legacy systems into modern data pipelines without rip-and-replace.

Domains we've shipped in

ManufacturingHealthcareAgricultureRetailSmart Buildings

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