Project directions

Examples of projects we are suited for

• Infrastructure analysis using imagery, ML, and GIS integration

  Processing satellite and UAV imagery to detect, classify, and monitor infrastructure elements. Combining spatial analysis, ML-based classification, and GIS output standards for operational consumption.

• Change detection and temporal analysis over geospatial data

  Identifying meaningful changes across temporal datasets — land use shifts, structural modifications, environmental changes — using multi-source imagery and ML-assisted comparison pipelines.

• Automated information extraction from operational or technical documents

  Extracting structured information from unstructured technical documents, reports, and operational records using NLP pipelines tailored to domain-specific terminology and document formats.

• Multi-source processing pipelines combining imagery, text, and spatial data

  Designing and implementing pipelines that ingest, process, and fuse heterogeneous data sources — imagery, text, structured spatial data — into coherent, validated outputs.

• Technical modules designed to integrate into larger operational ecosystems

  Building standalone, well-documented software components with clear interfaces that can be embedded into existing platforms, workflows, or larger technical systems without architectural disruption.

These examples are indicative, not a fixed service catalog. We work on technically complex problems that require careful integration design.