Thirteen Specialized AI Service Lines.
One Trusted Execution Partner.
Deploy calibrated sensor rigs across 45+ real-world field partner sites and our 10,000 sq ft United States AI Lab. We provide turnkey data collection, sub-millimeter 3D spatial ground truth, and policy-ready OpenUSD, HDF5, and RLDS packaging.
Our Core AI Data & Field Engineering Services
Deploy turnkey hardware rigs, managed field annotators, and automated QA pipelines tailored to your specific foundation model architecture:
Human Participant & In-Lab Data Collection
Sourcing, screening, and supervising demographic-targeted human cohorts and trained actors for high-fidelity physical data capture, motion kinematics, HRI, and multimodal sensor experiments under 100% CCPA/GDPR compliance.
Nationwide Turnkey Field Data Campaigns
100% full-stack operational execution of complex multimodal data capture campaigns nationwide and globally. We manage site permissions, worker mobilization, hardware logistics, daily ingestion, zero-defect QA, and automated face/plate anonymization.
Bimanual Robotics Teleoperation Rigs
50Hz continuous bilateral ALOHA / GELLO teleoperation capturing high-dexterity assembly, kitting, and cable routing with synchronized 6-axis load cells, force torque feedback, and policy-ready HDF5 packaging.
Egocentric POV & Dual-Eye Gaze Tracking
Deploying EgoCAM 4K 60fps head-mounted rigs with 200Hz infrared gaze vectors, 21-keypoint 3D MANO hand tracking, and 6-DOF IMU acceleration logs across unscripted industrial tasks and daily activities.
3D LiDAR & Spatial Sensor Fusion
Ouster OS1-128 128-beam point clouds (2.62M pts/sec) synchronized with 4K surround RGB-D cameras for 3D oriented bounding cuboids, point-cloud semantic segmentation, and 360° SLAM mobile reality capture.
Synthetic-to-Real (Sim2Real) Vision Pipeline
Procedural OpenUSD scene generation, MuJoCo 3.0 / PhysX 5 solver integration, domain randomization parameter spaces, and paired sim-real vision datasets optimized for low Sim-to-Real FID score transfer.
Panoptic Segmentation & Keypoint Annotation Bureau
Managed 500+ annotator workforce executing polygon instance segmentation masks, sub-pixel 2D/3D skeletal facial/body keypoints, multi-sensor tracking bounding boxes, and temporal video action segmentation.
Multilingual Speech & Dialect Audio
Unclipped 32-bit float 192kHz audio recording across 22 official global languages and 85+ regional dialects with native phonetic IPA alignments, time-stamped JSONL transcripts, and code-switching metadata.
Localized Dialect Conversational Audio Bank
Spontaneous conversational multi-speaker dialog audio captured across tier-2/3 regional towns in the United States and globally with verbatim phonetic transcriptions, speaker diarization, background acoustic tags, and code-switched Hinglish/Kanglish.
Process Supervision & Chain-of-Thought Data
Step-level error attribution and Process Reward Model (PRM) supervision on multi-turn math, coding, AST execution trees, and STEM reasoning with verified inter-annotator consensus (Fleiss Kappa > 0.91).
Domain-Expert Legal & Tax RLHF Studio
Managed workforce of Bar-certified attorneys and Chartered Accountants (CA/CPA) creating verified statutory citations, complex tax reasoning prompts, DPO preference tuples, and step-by-step auditability.
Surgical & Medical Vision Annotation Bureau
Board-certified surgical annotators providing instrument tracking, organ segmentation, laparoscopic video event classification, and DICOM 3D volumetric segmentations under HIPAA & ISO 13485 compliance.
Adversarial Red-Teaming & Safety Benchmarking
Rigorous adversarial red-teaming, jailbreak prompt generation, physical safety boundary stress-testing, and compliance evaluation against NIST AI RMF, EU AI Act, and enterprise safety guardrails.
Multi-Country Campaign Hub
Single-point management for global AI labs scaling data campaigns nationwide and globally, Southeast Asia, and East Asian technology corridors.
Sovereign Data & Privacy Shield
Strict compliance with CCPA and GDPR Privacy Framework 2023, EU GDPR double-opt-in biometric consent, and regional Asian privacy governance frameworks.
Master AI Lab & Hardware Fleet
Backed by our 10,000 Sq Ft United States AI Lab, EgoCAM wearable rigs, 6-DOF IMUs, LiDAR point cloud scanners, and ALOHA teleoperation rigs.
High-Throughput Ingestion Engine
Seamless escalation from 50-hour pilot batches to 10,000+ hour continuous multi-year dataset generation programs.
Data Collection Across 340+ Real-World Environments
Blue Fieldo deploys managed field operators to capture unscripted physical AI data across 340+ industrial, commercial, and domestic environments. We execute campaigns using client-provided hardware rigs or our custom EgoCAM, LiDAR, and ALOHA sensor suites.
💡 Why We Categorize Task Complexity (Cost & Throughput Impact)
Task complexity directly influences campaign operational costs, operator training curves, and daily throughput capacity. We transparently tier campaign pricing based on 3 skill levels:
Up to 1 Month to Learn
Foundational, repetitive tasks such as packing, garment stitching, manual car washing, retail restocking, and basic assembly.
Up to 1 Year to Learn
Skilled technical trades requiring vocational training: TIG welding, CNC lathe operation, solar panel installation, auto repair, and CCTV wiring.
5+ Years Experience Required
Master craftsmanship & certified expertise: surgical procedure logging, statutory legal/tax compliance audit, and fine wood carving.
🤝 Need Data Collection in a Custom Environment Not Listed Above?
We are 100% ready to discuss, configure site permissions, and deploy field teams for ANY custom environment or hardware rig setup your AI model requires. Bring your hardware or use our fleet!
Physical AI Data Infrastructure, Scaled to Your Model.
Transparent, execution-driven engagement tiers designed for research teams, robotics scale-ups, and frontier foundation model builders.
Pilot Sprint
Perfect for robotics labs validating novel VLA policies, testing sensor sync, or evaluating task viability.
Production Fleet
Designed for robotics scale-ups training generalized foundation models across diverse physical testbeds.
Dedicated Lab Fleet
Turnkey dedicated capture bays and certified teleoperator teams for frontier foundation model builders.
Frequently Asked Questions.
Everything your engineering and procurement teams need to know about our physical AI dataset capture pipelines.