KI-native Fähigkeiten über alle Branchen hinweg: Punktwolken-Intelligenz, Satelliten- und Bildanalytik sowie prädiktive räumliche Modellierung, wobei jede KI-Ausgabe von Fachexperten validiert wird.
Satellite imagery, LiDAR, sensor feeds and machine data are usually bought and collected but never unified into one operational view, and raw AI output on a spatial dataset is a liability, not an answer, without a domain expert checking it.
AI-automated LiDAR classification: ground, vegetation, buildings, power lines. 500 km classified in 4 days at 97.2% accuracy.
Change detection, land use classification, and object detection from satellite and drone imagery. Combined with IoT ground-truth for validated results.
Flood, wildfire, subsidence risk models. Fed by real-time IoT sensor data for continuous prediction updates.
Custom models trained on your data, ingesting real-time IoT streams for continuous inference. Versioned, monitored, served at scale.
AI analytics on agricultural machine data. As-applied vs prescription accuracy, compatible with John Deere, CLAAS, CNH, AGCO, Kubota.
Automated CRS detection, format conversion, topology validation, deduplication. AI-powered QA that catches errors before your clients do.
| Validation | Every AI output validated by domain experts |
|---|---|
| Deployment | Custom ML models, versioned and monitored, served at scale |
Review of your data sources and the classification or modelling problem, stack alignment, and where domain-expert validation sits in the loop.
SoW, milestones and validation criteria for the model, under an English-law contract.
Weekly demos, CI/CD and observability from day one, with every AI output checked by a domain expert before release.
Extend, retrain and iterate. You keep the model, the code and the team.
Wir bauen die räumliche Intelligenzschicht, die IoT-Telemetrie in kartenbasierte Betriebsentscheidungen verwandelt. Wir verkaufen keine IoT-Hardware.
Full-Stack-Produktentwicklung mit räumlichem Kern: wir entwerfen die Architektur, bauen Backend und Frontend und bringen sie in Produktion, mit Kartenkomposition per räumlicher Abfrage und Veröffentlichung über OGC WMS/WFS.