I'm an IT Manager, data guy and coder at a small business of about 20 people.
We work with a mix of information and data but not in a particularly formal way. We tend not to use SaaS platforms in public cloud; our clients may not allow us to upload their data. We might use our own cloud servers (in EC2 or Azure) to load/store/process client data during a project.
Examples of what we do:
I don't see myself hand crafting leaflet.js web pages for each project - but I like the idea of an internal system where data is better centralised, better visualised.
What I need is a stack for business use.
Can anyone recommend an application or stack, commercial or not, that I could build on-site, or in a cloud server, which our business would then use for data fusion and geospatial analysis?

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We work with a mix of information and data but not in a particularly formal way. We tend not to use SaaS platforms in public cloud; our clients may not allow us to upload their data. We might use our own cloud servers (in EC2 or Azure) to load/store/process client data during a project.
Examples of what we do:
- geocode 500,000 rows of a customer db with messy addresses (we built an OSM/Nominatim stack for this, and installed twofishes/geonames, and are aware we could have used commercial online services)
- create map-based visualisations eg. a choropleth of customer event-based data using QGIS
- obtain, merge, validate, POI data enriched with the customer's own industry information eg. thousands of infrastructure types and locations
- plot event data on a map (for small projects, we have even used PowerMap for Excel for this)
I don't see myself hand crafting leaflet.js web pages for each project - but I like the idea of an internal system where data is better centralised, better visualised.
What I need is a stack for business use.
Can anyone recommend an application or stack, commercial or not, that I could build on-site, or in a cloud server, which our business would then use for data fusion and geospatial analysis?
- users' work would be solo or collaborative projects
- users should be able to import data (xls/json/from a db)
- switch on and off layers/shapefiles/boundaries
- users should be able to choose imagery/tiles they want (not creating a cost)
- they will not need to publish their work but will need to export it to send to clients
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