Solutions for Complex Physical Worlds.
Physical industries require specialized data capture, expert annotation, and continuous ground-truth. We turn complex physical environments into structured datasets and applied models.
Energy & Utilities
Grid modernization, renewable energy expansion, and utility asset management require continuous visibility across thousands of distributed physical miles.
Mosaic delivers transmission corridor mapping, solar and wind farm inspection imagery, vegetation encroachment tracking, and utility easement datasets formatted for immediate AI integration.
Roads & Transportation
Autonomous mobility, roadway asset management, and municipal transportation systems depend on survey-grade, geo-referenced, and privacy-compliant physical datasets.
Mosaic captures and structures street-level pavement distress data, road sign and marking inventories, multi-angle lane geometry, and transport corridors with automated PII redaction.
Specialized Domain Coverage.
Beyond energy and transportation corridors, Mosaic builds custom pipelines and subscription feeds across core physical industries.
Agriculture & Food Systems
Multispectral and hyperspectral crop health imagery, soil condition datasets, yield prediction training sets, agricultural machinery telemetry, and agronomic expert annotations.
Infrastructure & Built Environment
Construction progress aerial capture, structural inspection imagery, bridge and tunnel condition assessments, and urban digital twin baseline data with precise spatial referencing.
Disaster Response & Climate
Post-storm damage assessment imagery, flood inundation tracking, wildfire perimeter monitoring, and climate resilience modeling datasets ready for rapid emergency response.
Manufacturing & Industrial AI
Factory floor computer vision, defect inspection datasets, equipment condition monitoring, and industrial safety compliance verification feeds for manufacturing intelligence.
Artificial Intelligence
AI is changing every industry, but every AI system starts with the same foundation: the right data.
We work with AI companies across industries to build the data infrastructure behind their intelligence. From sourcing and structuring data to creating high-quality, purpose-built datasets, we help turn real-world information into data that AI can learn from.
Whether you're building AI for healthcare, mobility, finance, retail, robotics, or something entirely new, we help you build the data your models need to perform in the real world.