Rian Insights
Data analytics for connected devices — fast, practical, and production-ready
Telemetry → pipelines → dashboards → insights
Helping hardware and IoT teams turn device data into decisions
Services
Analytics & Dashboards — KPI design, realtime dashboards (Power BI / Tableau / Quicksight)
Data Pipelines — SQL/Python ETL, cloud storage & ingestion (S3, Redshift, etc.)
Performance Insights — anomaly detection, reliability scoring, predictive maintenance
Retainers & Fractional Data Leadership — ongoing monitoring, reporting, and roadmap
Fleet Performance & Telemetry Diagnostics for Distributed Energy Devices
Transforming messy device data into actionable operational insights.
Rian Insights analyzed 30 days of telemetry from 60 distributed smart energy devices across the Midwest.
This project highlights an end-to-end workflow: data cleaning, validation, anomaly detection, KPI analysis, and dashboard development — all using realistic, messy device data.
Interested in turning your device telemetry into actionable insights?
Contact Rian Insights today to discuss how we can help your hardware or IoT projects generate real operational value.
Projects & Insights
Rian Insights transforms raw device and operational data into clear, actionable intelligence.
This portfolio highlights real-world analytics projects demonstrating data cleaning, anomaly detection, and fleet performance insights across distributed hardware systems.
Fleet Performance & Telemetry Diagnostics for Distributed Energy Devices
