Real engineering challenges solved with Nebula Cloud Studio. Each case documents the problem, Studio approach, workflow, data, output, and maturity level.
Climate & Sustainability
Quantify ocean-bound multilayer plastic (MLP) waste repurposing potential along coastal India — combining geospatial leakage mapping, unit economics, HVAC material traceability, and carbon offset calculations into a single evidence package.
AI agent decomposed the challenge into geospatial analysis (coastal leakage hotspots), financial modelling (unit economics per collection zone), material tracking (MLP to thermal panel conversion), and sustainability metrics (CO₂ offset vs virgin material).
Interactive evidence dashboard with coastal mapping, economics calculator, traceability flow, and sustainability scorecard. Single-file HTML deployable anywhere.
Prototype Capability — demonstrates the platform's ability to synthesize multi-domain evidence packages. Production deployment requires real collection data and verified material flows.
GeoAI & Earth Intelligence
Detect and quantify building-level construction changes across Guntur city (India) from multi-temporal satellite imagery spanning 2017-2022, producing actionable urban planning intelligence.
Spatial Intelligence Workbench with QGIS + AI change detection pipeline: image alignment, spectral change analysis, building footprint extraction, hotspot clustering, and automated GIS report generation.
Interactive geospatial dashboard with building-level change overlay, statistical heatmaps, ward-wise analytics, and downloadable GIS datasets.
Live Demo — uses real Guntur satellite data. The pipeline is production-ready for urban planning, compliance monitoring, and infrastructure assessment use cases.
Digital Twins
Build a web-native industrial digital twin with real sensor data, 3D visualization, AI-powered predictive maintenance, and VR-ready output — without requiring desktop software or plugins.
Digital Twin Workbench: 3D factory model construction, UCI Machine Learning Repository sensor data integration, anomaly detection model training, and browser-native Three.js visualization with real-time data binding.
Interactive 3D factory with live machine health indicators, predictive maintenance alerts, temporal replay, and exportable VR scene.
Live Demo — uses real UCI machine sensor data. Architecture is production-ready; production deployment requires connection to actual plant SCADA/OPC-UA systems.
More Case Studies
All 29 public demos across 8 domains — browse, try live, or clone source.
GeoAI workflows: satellite analysis, terrain mapping, urban analytics.
Build operational twins with live data and simulation.
Have a specific challenge? Let us show you how Studio addresses it.
From intent to verified engineering artifact.