Amplify your Physical AI with
530,000+ Hours of OTS Datasets
Instantly licensable, pre-cleared multimodal datasets for frontier AI labs and humanoid robotics. High-density 4K monocular POV, stereoscopic 3D spatial depth, and dense VLA action reasoning logs—built to train the next generation of embodied foundation models.
Explore Our Complete Dataset Catalog
Open Standalone Catalog Page ↗Filter by sensor modality, licensing exclusivity, and industry domain. Inspect sample telemetries, PyTorch code, and download verified spec sheets.
Interactive Multi-Modal Sample Studio
Explore authentic sensor data streams across the 4 Core Modalities and 11 Task Families: 4K Egocentric POV, Stereo 3D Depth, 50Hz Humanoid Teleop, AI CoT Traces, and 48kHz Indic Voice.
Four Core Sensor Modalities
Structured across our 530,000-hour vault to feed continuous visuo-motor policy training, spatial world models, and reasoning-guided humanoid agents.
High-Density 4K Monocular Workflows
Ultra-high-resolution 4K/1080p 60fps head-mounted camera streams capturing fine-motor bimanual finger dexterity, real-world tool contacts, and continuous worker execution.
Binocular Metric Depth
Hardware-genlocked 65mm baseline stereo depth streams capturing true 3D spatial geometry, disparity maps, and contact dynamics.
Dense Chain-of-Thought
Every physical action chunk is paired with time-aligned causal reasoning, precondition assertions, and multimodal VLA text tokens.
Phoneme-Aligned Expert Commentary
Native domain-expert voice explanations with millisecond-accurate TextGrid phonetic IPA alignments, preserving tactile intuition and master heuristics.
Explore Our Simple, Easy Process
Any custom activity, specialized sensor rig, or unlisted industrial task sourced and mobilized within 7 business days under our Enterprise SLA.
Protocol & Sensor Alignment
Our robotics data engineers align on your camera intrinsics, stereo baseline, MANO hand skeleton specifications, and target manipulation primitives.
Fleet & Hub Mobilization
We mobilize participants across our 30+ regional hubs and 100,000+ verified worker network, initiating parallel multi-site field capture.
95%+ Automated QA & De-ID
Automated multi-stage validation ensures <2ms timestamp synchronization, GDPR/HIPAA face blurring, PII removal, and zero-copy HDF5 packaging.
Enterprise Handover & IP
Immediate secure cloud bucket delivery with signed 100% intellectual property assignment and commercial indemnification deeds.
What Frontier Labs Say
How leading robotics research groups and foundation model teams train on Blue Projects OTS datasets.
“The stereoscopic depth fidelity and synchronized 50Hz 6-DOF IMU streams shaved months off our humanoid manipulation training cycle. Sub-2ms sync is the real deal.”
“We needed 10,000 hours of deformable fabric manipulation on industrial looms. Blue Projects mobilized their 7-Day SLA and delivered pristine HDF5 containers right on schedule.”
“Complete legal peace of mind. Full commercial IP assignment and verifiable double opt-in worker consent made enterprise compliance effortless for our foundation checkpoint.”
Explore Our Licensing Plans
Transparent, flexible enterprise licensing designed for labs of all scales—from evaluation pilots to 100% exclusive buyouts.
- Master 4K H.265 Raw Clips
- 21-Joint MANO 3D Hand Skeletons
- 6-DOF Synchronized IMU Logs
- S3 Direct High-Speed Download
- Commercial Research License
- Monocular or Stereo 3D Depth Streams
- Zero-Copy Sharded HDF5 & RLDS
- Automated GDPR/HIPAA Face Blurring
- Custom Task Phase Segmentation
- Dedicated Data Engineer SLA Support
- 100% Intellectual Property Assignment
- Full Commercial Indemnification
- Permanent Removal from Public Catalog
- Double Opt-In Worker Consent Deeds
- Dedicated Custom Sourcing Pipeline
Enterprise Legal, IP & Ethical Compliance
Frontier foundation models demand rigorous data provenance. Blue Projects OTS provides airtight commercial indemnification, double opt-in worker consent, and automated de-identification.
100% Commercial Indemnification
Full legal IP assignment and warranty indemnification for exclusive tiers. Datasets are permanently excised from our catalog with complete chain-of-title guarantees.
Double Opt-In Worker Consent
All field operators across 30+ hubs execute signed biometric consent deeds with fair living wage certification. Auditable records provided with every enterprise license.
Automated Face & PII De-Identification
Edge-processed automated computer vision blurring bystander faces, vehicle plates, personal screens, and confidential paperwork. HIPAA Safe Harbor & GDPR compliant.
Enterprise Robotics Containers
Turnkey integration into Open X-Embodiment RLDS, chunked HDF5 arrays, ROS2 bags, and OpenUSD scenes with synchronized 6-DOF IMU telemetry and 3D MANO joints.
Burning Questions About Blue OTS
Everything you need to know about our data capture methodology, legal indemnification, and robotics containers.