ENTERPRISE AI DATA COLLECTION • ANNOTATION • FIELD ENGINEERING

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 Karnataka AI Lab. We provide turnkey data collection, sub-millimeter 3D spatial ground truth, and policy-ready OpenUSD, HDF5, and RLDS packaging.

Explore 13 Service Lines โ†“ ๐Ÿ“ Open Sample Drive Vault โ†’
FULL-STACK MULTIMODAL CAPABILITIES

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:

SERVICE LINE 01 โ€ข ETHICAL HUMAN COHORTS 100% DPDP/GDPR • IRB Ready • 10k Sq Ft Lab Studio

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% DPDP/GDPR compliance.

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SERVICE LINE 02 โ€ข TURNKEY CAMPAIGN OPS 6,000-8,000 Hrs/Day • 30+ Provider Hubs • PII Blurring

Turnkey Pan-India 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.

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SERVICE LINE 03 โ€ข BIMANUAL TELEOPERATION 50Hz HDF5 • ACT / OpenVLA • 6-Axis Load Cells

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.

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SERVICE LINE 04 โ€ข EGOCENTRIC VISION & GAZE 4K 60fps • Sub-1.2ms Sync • 200Hz Binocular Gaze

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.

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SERVICE LINE 05 โ€ข 3D SPATIAL & LIDAR FUSION 128-Beam LiDAR • nuScenes / PCD • 360ยฐ Mobile SLAM

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 360ยฐ SLAM mobile reality capture.

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SERVICE LINE 06 โ€ข SIM2REAL VISION PIPELINE OpenUSD / MJCF • 1kHz Physics • Sim-to-Real FID Opt

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.

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SERVICE LINE 07 โ€ข COMPUTER VISION ANNOTATION Sub-Pixel Accuracy • 21-Keypoint MANO • COCO / YOLO

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.

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SERVICE LINE 08 โ€ข MULTILINGUAL SPEECH CORPORA 22 Languages • 85+ Dialects • 32-bit Float 192kHz

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, time-stamped JSONL transcripts, and code-switching metadata.

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SERVICE LINE 09 โ€ข DIALECT & CONVERSATIONAL AUDIO Multi-Speaker Diarization • Native IPA • Code-Switched

Localized Dialect Conversational Audio Bank

Spontaneous conversational multi-speaker dialogue audio captured across tier-2/3 regional towns in India with verbatim phonetic transcriptions, speaker diarization, background acoustic tags, and code-switched Hinglish/Kanglish.

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SERVICE LINE 10 โ€ข PROCESS SUPERVISION & COT Fleiss Kappa > 0.91 • Step-by-Step PRM • AST Trees

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).

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SERVICE LINE 11 โ€ข LEGAL & TAX RLHF STUDIO 100% Bar Certified • Statutory Citations • DPO / KTO

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.

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SERVICE LINE 12 โ€ข SURGICAL & MEDICAL VISION HIPAA & ISO 13485 • Board Surgeons • DICOM / 3D Vol

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.

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SERVICE LINE 13 โ€ข ADVERSARIAL RED-TEAMING NIST AI RMF • Jailbreak Stress Tests • Safety Audits

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.

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PILLAR 01 • REGIONAL HUB

Multi-Country Campaign Hub

Single-point management for global AI labs scaling data campaigns across India, Southeast Asia, and East Asian technology corridors.

PILLAR 02 • COMPLIANCE

Sovereign Data & Privacy Shield

Strict compliance with India DPDP Act 2023, EU GDPR double-opt-in biometric consent, and regional Asian privacy governance frameworks.

PILLAR 03 • INFRASTRUCTURE

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.

PILLAR 04 • SCALE

High-Throughput Ingestion Engine

Seamless escalation from 50-hour pilot batches to 10,000+ hour continuous multi-year dataset generation programs.

๐ŸŒ 340+ FIELD ENVIRONMENTS • CLIENT HARDWARE FLEET COMPATIBLE

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.

View Full 340+ Environment & Task Catalog (Google Sheet) โ†—

๐Ÿ’ก 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:

๐ŸŸข EASY (260 TASKS โ€ข 76%) LOWEST COST

Up to 1 Month to Learn

Foundational, repetitive tasks such as packing, garment stitching, manual car washing, retail restocking, and basic assembly.

โšก Impact: Maximum Daily Throughput (6k-8k hrs/day)
๐ŸŸก MEDIUM (74 TASKS โ€ข 22%) MODERATE COST

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.

๐Ÿ”ง Impact: Skilled Operator Deployment
๐Ÿ”ด HARD (7 TASKS โ€ข 2%) PREMIUM COST

5+ Years Experience Required

Master craftsmanship & certified expertise: surgical procedure logging, statutory legal/tax compliance audit, and fine wood carving.

๐ŸŽ“ Impact: Certified Specialist Deployment

๐Ÿค 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!