Data Integration for Embedded Software Products

Integrate device telemetry, product usage data, and IoT platforms into analytics-ready pipelines with reliable, scalable data movement.

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Industry-Specific Outcomes

Device telemetry monitoring and anomaly detection

Predictive maintenance analytics from sensor data streams

Firmware deployment tracking across distributed device fleets

Product usage analytics for feature prioritization

IoT device health monitoring and lifecycle management

Data engineering resources

Popular Connector Workflows

Source System

Destination

Use Case

PostgreSQL

Snowflake

Device telemetry analytics and fleet performance monitoring

GitHub

BigQuery

Firmware release tracking and deployment analytics

REST API

BigQuery

IoT platform data ingestion and transformation

PostgreSQL

BigQuery

Product usage analytics and feature adoption metrics

Jira

Snowflake

Device issue tracking and quality assurance reporting

IoT Data Pipeline Architecture

Stream device telemetry from IoT platforms through Airbyte to cloud warehouses for analytics and predictive insights.

Airbyte saved us two months of engineering time by not having to build our own infrastructure. Without Airbyte, we’d need to write our own data integration tool that would be too burdensome to maintain. We can count on the stability and reliability of Airbyte connectors. Plus, with Airbyte it’s simple to build custom pipelines.