Field Operations Case Studies &
Mission Deployment Logs.
Physical AI systems require messy, unconstrained real-world validation. Explore how our deployed field squads execute demanding data capture campaigns for leading robotics labs and autonomous vehicle pioneers.
500-Hour In-Situ Bimanual Teleoperation for Fine Manipulation Models
The Challenge: A robotics lab developing generalist Vision-Language-Action (VLA) foundation models needed thousands of diverse manipulation demonstrations across unconstrained environments (commercial kitchens, tool benches, grocery shelves) with sub-millisecond trajectory synchronization.
Field Execution: Blue Fieldo mobilized two dedicated 4-person field squads equipped with mobile ALOHA 2 teleoperation rigs, custom wrist cameras, and tactile sensor gloves. The squads conducted 500 hours of bilateral teleoperation across 18 unique staging environments.
10,000 km Monsoonal & Adverse-Weather Fleet Telemetry Campaign
The Challenge: High-performance perception stacks trained primarily on dry California roadways consistently suffered perception dropouts in heavy torrential rains, twilight spray refractions, and dense fog in unstructured traffic.
Field Execution: Blue Fieldo deployed 3 instrumented test vehicles outfitted with heated IP67 camera enclosures, 128-beam LiDAR, and RTK GNSS across coastal monsoon corridors. Dual-shift driver crews logged 10,000 km of adverse weather telemetry with real-time on-vehicle GPU data sanity checks.
1,200-Participant Driver Monitoring & Cognitive Fatigue Study
The Challenge: OEM regulatory compliance (Euro NCAP / GSR) required rigorous testing of Driver Monitoring Systems (DMS) against diverse demographics, varying skin tones, eyewear, facial hair, and genuine circadian fatigue states.
Field Execution: Blue Fieldo recruited, consented, and executed full IRB-compliant data collection across 1,200 human participants using synchronized NIR driver cameras, 200Hz pupil tracking goggles, and vehicle steering telemetry under controlled driving conditions.