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Demos & Examples

AM Demo

Additive Manufacturing Demo

This case study demonstrates how dFL accelerates process analysis and quality control in Additive Manufacturing. Using a public NIST Laser Powder Bed Fusion dataset, we walk through a complete workflow from raw data to actionable insight. See how dFL's custom visualizations uncover critical process signatures, then watch as we use AI to build and deploy autolabelers in real-time to automatically detect porosity, power deviations, and laser position errors. Turn your sensor data into a scalable process monitoring solution.

📦 Download Additive Manufacturing Data & dFL Data Provider
📄 Data Description (PDF)

Weather/Climate Demo

This demo shows how dFL streamlines data access, exploration, and labeling for weather and environmental analytics. Using a custom remote Weather Data Provider, we walk through a complete workflow from raw parquet files to clean, harmonized signals. See how dFL’s custom visualizations reveal trends and anomalies across temperature, pressure, and precipitation, then watch as we use AI to build and deploy autolabelers in real time to flag storms, spikes, and sensor faults. Turn your weather data into a scalable forecasting and ML-ready workflow.

📦 Download Weather Data & dFL Data Provider
📄 Data Description (PDF)