Solution Architecture and Integration - General
- Data Analytics Platform | Microsoft Fabric
- Ignite session on building apps on Fabric - as used by Esri for GeoAnalytics Engine below
Geospatial Data on the front-end with Azure Maps
Large Scale Vector Analytics with Esri GeoAnalytics Engine
- About Esri's Geoanalytics Engine
- Esri GeoAnalytics Engine on Databricks (Azure Databricks)
- Esri GeoAnalytics Engine on Fabric - Microsoft Fabric | Microsoft Learn (released for Public Preview March 2025
- Also see publicly available recording on Geospatial Analytics with Fabric on the PowerBI Community, session dated 12 March 2025 here.
Geo AI on Azure Databricks
- Natural England’s AI for Peat programme aims to restore carbon-rich peatlands with Microsoft Azure | Microsoft Customer Stories
- AI4Peat – Innovative use of AI to map and restore our precious peatlands – Natural England (Algorithmic Transparency Declaration)
- This is implemented using the databricks labs project 'mosaic'. (Note this is not related to the Databricks acquisition of Mosaic AI - only a naming coincidence).
Geo AI with Planetary Computer
Geo AI by integrating Azure OpenAI
Conventional GIS capability