Custom-trained AI models that recognize and classify municipal assets from your mobile mapping imagery. Built on proven open-source architectures, continuously improved through human feedback.
Municipalities and utilities capture terabytes of mobile mapping imagery, but extracting actionable asset information remains manual, slow, and expensive.
Custom AI models trained specifically for your assets, continuously improving through human feedback, seamlessly integrated into your digital twin workflow.
From self-service platforms to fully-managed solutions
For teams with ML expertise
Plus usage-based fees
We handle the heavy lifting
+ $20K-50K setup fee
Complete solution, end-to-end
Custom quote based on scope
From imagery to intelligence in four steps
Label your assets in mobile mapping imagery. We can handle this for you or provide tools for your team.
We train custom models on your data using proven open-source architectures (YOLO, DETR, SAM).
Models run on new imagery, automatically detecting and classifying your assets with high accuracy.
Review results, provide feedback, and watch models improve over time through active learning.
Trained models for common municipal and utility assets
Schedule a consultation to discuss your use case and see how custom AI models can transform your mobile mapping workflow.