IoT & Embedded Systems

IoT Data Platforms

Turn raw device telemetry into dashboards people actually check.

Overview

IoT Data Platforms

A fleet of connected devices is only as useful as the data platform behind it. We design ingestion pipelines, time-series storage, and analytics dashboards that turn thousands of sensor readings per minute into clear operational insight — sized to your data volume, from a handful of sensors to a multi-building campus generating data around the clock.

Discuss Your Project
Real-Time Visibility

Dashboards refreshed in near real time, not batch reports from yesterday.

Built to Scale

Time-series architecture that handles a pilot of ten sensors or a campus of ten thousand.

Actionable Alerting

Threshold and anomaly-based alerts that reach the right team before a small issue becomes a big one.

What We Offer

Service Scope & Deliverables

Device-to-cloud ingestion pipelines (MQTT brokers, message queues, stream processors)
Time-series database design and implementation (InfluxDB, TimescaleDB, AWS Timestream)
Data normalisation and enrichment across heterogeneous device types
Real-time and historical analytics dashboards
Threshold and anomaly-based alerting and notification workflows
Data retention, downsampling, and cost-optimised storage tiering
API layer for exposing IoT data to internal and third-party applications
Integration with existing BI and analytics tooling
How We Work

Our Delivery Process

01
Scope

Data volume, retention requirements, and the decisions the dashboard needs to support.

02
Architect

Ingestion pipeline, storage tier, and schema design sized to actual device throughput.

03
Build

Pipelines, dashboards, and alerting rules, validated against live device data.

04
Operate

Handover with documentation, or ongoing management as your fleet grows.

Tech Stack

Technologies & Tools

AWS IoT AnalyticsAzure IoT HubInfluxDBTimescaleDBApache KafkaGrafanaAmazon QuickSightNode-RED
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FAQ

Frequently Asked Questions

Common questions about our IoT Data Platforms service.

We size the architecture to your actual throughput rather than over-building by default. A pilot with a few dozen sensors might use a managed time-series service; a multi-building campus generating continuous telemetry needs a proper streaming pipeline with Kafka or similar at the ingestion layer. We scope this during the architecture phase, not after something falls over.

Most commonly Grafana for operational, real-time dashboards and Amazon QuickSight or Power BI when the audience needs to blend IoT data with other business data. We choose based on who is looking at the dashboard and what else they need to see alongside it.

Yes — we expose IoT data through a clean API layer or direct database connection so it can feed into whatever BI tooling you already use, rather than living in an isolated silo.

Downsampling of historical data, tiered storage (hot data on fast storage, cold data archived cheaply), and defined retention policies agreed with you up front, so storage costs scale predictably rather than growing unchecked.

Simple threshold alerts (temperature exceeds X), and more sophisticated anomaly detection that flags unusual patterns even when no single reading crosses a hard threshold — useful for catching gradual equipment degradation before it becomes a failure.

Both, depending on your needs. Some clients just need the data platform and plug it into tools their team already uses; others want a custom-branded dashboard or mobile app, which we build through our software development team using this platform as the backend.

Ready to get started with IoT Data Platforms?

Our team will scope your requirements and come back with a clear proposal within 48 hours.

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