Twelve 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 Karnataka 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:
Turnkey Pan-India End-to-End Field Data Campaigns
100% full-stack operational execution of complex multimodal data capture campaigns across India. We manage site permissions, worker mobilization, hardware logistics, daily ingestion, zero-defect QA, and automated face/plate anonymization.
Pre-Flight Rig Calibration
Sensor Selection, EgoCAM 6-DOF IMU, ChArUco Calibration (< 0.65px error), and custom schema mapping (HDF5, OpenUSD, JSONL).
Site Clearances & Mobilization
Facility access clearances (8,000+ MSMEs, 3,000+ plants), double-opt-in DPDP/GDPR consent, and 90,000+ worker mobilization.
On-Ground Field Execution
6,000 to 8,000 Hrs/Day capture across 20 major cities and 30+ provider hubs with real-time battery & storage logistics.
Automated PII De-identification
Daily cloud ingestion, microsecond hardware timestamp sync, automated face/license-plate blurring, and PII audio removal.
Zero-Defect QA & Annotations
5-Point Zero-Defect QA, multi-annotator consensus (Fleiss Kappa > 0.91), 2D/3D bounding boxes, 21-keypoint MANO, and TextGrid.
Cloud Delivery & IP Transfer
Direct encrypted pipe into client AWS S3 / GCP buckets under NDA with full legal IP transfer and sovereign compliance certificates.
Master Pan-Asia AI Data Collection Partner
The primary Pan-Asia data collection engine for US, European, and Global AI labs. We coordinate multi-country physical AI, egocentric POV, bimanual teleoperation, and Indic/Asian speech dataset campaigns across key Asian industrial and demographic hubs.
Multi-Country Campaign Hub
Single-point management for global AI labs scaling data campaigns across India, Southeast Asia, and East Asian technology corridors.
Sovereign Data & Privacy Shield
Strict compliance with India DPDP Act 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 Karnataka 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.
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.
Bimanual Robotics Teleoperation Rigs
50Hz continuous bilateral ALOHA / GELLO teleoperation capturing high-dexterity assembly, kitting, and cable routing with synchronized 6-axis load cells and HDF5 kinematics.
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 and 360° SLAM mobile reality capture.
Indic Multilingual Speech & Dialect Audio
Unclipped 32-bit float 192kHz audio recording across 22 official Indian languages and 85+ regional dialects with native phonetic IPA alignments and code-switching metadata.
Domain-Expert Legal & Tax RLHF Studio
Managed workforce of Bar-certified attorneys and Chartered Accountants (CA/CPA) creating verified statutory citations, complex reasoning prompts, and step-by-step PRMs.
Sim-to-Real Synthetic Data & Digital Twins
1kHz physical simulation step frequencies in MuJoCo 3.0, PhysX 5, and OpenUSD with procedural Domain Randomization (DR) spaces and rigorous Sim-to-Real FID optimization.
Computer Vision & Panoptic Annotation
High-throughput 2D/3D polygon segmentation masks, instance/panoptic labeling, 33-keypoint human pose estimation, and dense optical flow vectors with mAP > 96.5%.
Human-in-the-Loop & Process Reward Models
Step-level error attribution and Process Reward Model (PRM) supervision on multi-turn math, coding, and STEM reasoning with verified inter-annotator consensus.
Surgical & Medical AI Vision Bureau
Physician-reviewed endoscopic tool 3D pose estimation, tissue/organ boundary segmentation masks, and DICOM sanitization adhering to strict HIPAA and GDPR standards.
10,000 Sq Ft AI Lab & Mock Warehouse Floor
Reconfigurable pallet racking, mock conveyor systems, industrial AMR corridors, and 24-camera synchronized ceiling arrays in our dedicated Karnataka facility.
Pan-India Field Mobilization (45+ Sites)
On-site field capture teams capturing genuine real-world physical corner cases across manufacturing plants, textile mills, agriculture, and logistics hubs.
Dataset QA, Hardware Genlock & Calibration
Sub-millisecond timestamp sync verification, ChArUco reprojection drift review (`< 0.65px`), automated PII face/plate blurring, and SHA-256 integrity checksums.
Flexible Engagement Models for AI Labs & Enterprises
From fixed-scope validation pilot batches delivered in 72 hours to dedicated full-facility annual partnerships:
Validation Pilot Batch
Targeted capture and annotation run designed for engineering teams to evaluate dataset schema fidelity, sensor calibration, and transfer quality.
- Fixed-scope pilot (50–200 episodes / 10–50 hours)
- Turnaround within 72 hours
- Includes full calibration matrices & schema JSONs
- Full commercial evaluation license
On-Demand Capture Sprint
Dedicated engineering leads, hardware rigs, and managed annotators mobilized to capture custom task taxonomies with 100% client exclusivity.
- 1,000–10,000+ multimodal episodes
- Custom hardware rigging & ChArUco calibration
- 100% perpetual client IP & data exclusivity
- Weekly active learning re-shoots & PRM tuning
Enterprise Data Partnership
Long-term dedicated multi-facility deployment, custom robot testbeds, and standing annotation teams operating as your extended AI data subsidiary in India.
- Dedicated space in 10,000 sq ft AI Lab Studio
- Multi-city field fleet across 45+ partner sites
- Custom enterprise SLA & dedicated technical lead
- Direct S3 / GCS cloud streaming ingest
Industrial First-Person Video • 6,000 to 8,000 Hrs/Day Throughput
Proven across leading Vision-Language-Action (VLA) foundation models, Video-LLaVA, and spatial robotics policies. Backed by 30+ accredited field agencies & 90,000+ consented operatives across India.
🧵 Garments, Textiles & Power Loom Weaving
Industrial sewing machine stitching, overlocking, cloth cutting, pattern grading, loom operation, steam pressing, and final packaging. Captures non-rigid material contact dynamics and hand dexterity.
Upcoming & Specialized Industry Verticals
Beyond our core robotics and multimodal foundation data lines, we mobilize turnkey sensor rigs and managed field annotators across 8 specialized industry sectors:
Autonomous Vehicles & In-Cabin AI
850/940nm NIR driver eye-gaze tracking, micro-sleep (PERCLOS), child seat occupancy (OMS), 128-beam LiDAR, and complex unstructured Indian traffic edge cases.
Precision Agriculture & AgriTech AI
Sub-pixel weed vs. crop segmentation for laser weeders, disease/pest pathology macro datasets across 60+ crops, and 5-band drone NDVI/NDRE canopy mapping.
Smart Manufacturing & AOI Inspection
Automated Optical Inspection (AOI) microscopic scratch/burr/solder defect segmentation, 192kHz acoustic bearing failure audio, and worker PPE compliance.
Drones, Defense & Geospatial GIS
ASPRS classified aerial LiDAR (DTM/DEM), 0.3m GSD satellite building/road polygons, 8–14µm thermal night ISR camouflage tracking, and GPS-denied UAV odometry.
Smart Retail & Automated Checkout
10,000 sq ft mock supermarket testbed: Overhead fisheye shopper Re-ID tracking, 60fps shelf item pick/put-back action boundaries, and self-checkout theft AI.
AR / VR & 3D Biometrics
468-point 3D facial meshes, 52 ARKit BlendShapes, headset-view 21-keypoint 3D MANO pinch tracking, 24-camera full-body MoCap, and face liveness (PAD).
Fintech & Insurance Fraud AI
Handwritten document OCR across 22 Indic scripts, paired signature forgery detection, 4K vehicle collision damage part segmentation, and CA/CPA tax reasoning PRMs.
Renewable Energy & Infrastructure
Radiometric thermal solar PV inspection (IEC 62446-3), 5-tier wind turbine blade leading edge erosion, transmission grid LiDAR vegetation clearing, and pipeline corrosion.
Speech Intelligence & Conversational AI
Full-duplex 32-bit float conversational audio with natural turn-taking, overlapping speech, 22 Indic languages, 85+ dialects, and domain-specific clinical/legal/banking dictation.
Turnkey Pan-India End-to-End Field Data Campaigns
100% full-stack operational execution of complex multimodal data capture campaigns across India. We manage site permissions, worker mobilization, hardware logistics, daily ingestion, zero-defect QA, and automated face/plate anonymization.
Pre-Flight Rig Calibration
Sensor Selection, EgoCAM 6-DOF IMU, ChArUco Calibration (< 0.65px error), and custom schema mapping (HDF5, OpenUSD, JSONL).
Site Clearances & Mobilization
Facility access clearances (8,000+ MSMEs, 3,000+ plants), double-opt-in DPDP/GDPR consent, and 90,000+ worker mobilization.
On-Ground Field Execution
6,000 to 8,000 Hrs/Day capture across 20 major cities and 30+ provider hubs with real-time battery & storage logistics.
Automated PII De-identification
Daily cloud ingestion, microsecond hardware timestamp sync, automated face/license-plate blurring, and PII audio removal.
Zero-Defect QA & Annotations
5-Point Zero-Defect QA, multi-annotator consensus (Fleiss Kappa > 0.91), 2D/3D bounding boxes, 21-keypoint MANO, and TextGrid.
Cloud Delivery & IP Transfer
Direct encrypted pipe into client AWS S3 / GCP buckets under NDA with full legal IP transfer and sovereign compliance certificates.
Master Pan-Asia AI Data Collection Partner
The primary Pan-Asia data collection engine for US, European, and Global AI labs. We coordinate multi-country physical AI, egocentric POV, bimanual teleoperation, and Indic/Asian speech dataset campaigns across key Asian industrial and demographic hubs.
Multi-Country Campaign Hub
Single-point management for global AI labs scaling data campaigns across India, Southeast Asia, and East Asian technology corridors.
Sovereign Data & Privacy Shield
Strict compliance with India DPDP Act 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 Karnataka 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 Projects 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!