GIS automation with AI
Analyse geodata without starting from scratch every time.
Spatial analysis, automated data processing and AI-supported evaluation – set up by someone who knows both the geography and the servers behind it.
Why this combination
GIS expertise from geography, automation from twenty years of IT practice.
Many geodata evaluations are produced manually once and never reproduced again. As soon as new data arrives, the work starts over. This is exactly where f-solution comes in: a one-off analysis becomes a documented, repeatable process that runs automatically and whose results stay traceable.
What makes this possible is having two perspectives in one place. On the professional side, a geography degree with spatial data analysis and empirical fieldwork. On the technical side, more than fifteen years of systems administration: Linux, servers, networks, interfaces and automation. Analysis and operations no longer come from two separate worlds.
Services
From a single map to a continuously running analysis pipeline.
GIS analysis
Spatial evaluations, location and accessibility analysis, overlays, time series and cartographic output – from the initial question to a map you can rely on.
Automated data pipelines
Recurring evaluations run script-driven and on schedule: fetch, clean, combine, analyse, publish. Set up once, reproducible from then on.
AI-supported evaluation
Language models and machine learning where they genuinely save time: classification, pattern recognition in geodata, processing unstructured sources and automatically generated reports.
Data preparation & quality
Messy, inconsistent or scattered datasets are consolidated, validated and brought into a format you can keep working with.
Self-hosted GIS
Geodatabases, map services and analysis environments on your own infrastructure – without data necessarily sitting with external providers.
Documentation & handover
Every process is documented so it remains traceable, auditable and operable even without f-solution.
How it works
Understand first, then automate.
Who it is for
Wherever spatial context and recurring evaluations meet.
Planning and engineering offices, municipalities and public institutions, environmental and energy projects, research and NGOs, real estate and site planning, and organisations with distributed sites or land. If the same map or the same evaluation is being produced by hand on a regular basis, it is worth a conversation.