The AI models powering tomorrow's autonomous vehicles, surgical robots, smart surveillance systems, and language tools all share one fundamental requirement: they need real human data. Not simulated. Not scraped from the internet. Real people, in real environments, doing real things — captured cleanly, consistently, and at scale.

That is exactly what we do at Blue Projects and Services. We are a specialised field data agency based in Davanagere, Karnataka, built to capture authentic human behaviour across India's extraordinary diversity of environments, languages, occupations, and demographics.

"Instead of relying on simulated or scraped data, we deploy trained field teams to gather real-world video, audio, and structured data — with strict digital quality control and GPS-verified delivery."

Who we are

We are not a crowdsourcing platform. We are a structured, accountable field agency — MSME registered, operating with trained teams, named project managers, and defined quality protocols on every assignment. When you contract with Blue Projects, you get a single point of contact, daily reporting, and a team that operates to enterprise standards from day one.

Rooted in Karnataka, we are built to scale pan-India. Our field infrastructure — supervisors, digital collection systems, GPS tracking, real-time QA — is already operational and battle-tested through active government survey programmes, welfare distribution projects, and election data operations.

What we capture

We specialise in gathering the contact-rich, highly variable data that modern AI and robotic systems require. Our collection capability spans six primary categories:

👁️
First-Person (Egocentric) POV
Chest rigs, head mounts, and smartphones capture first-person perspectives of daily life, commutes, and occupational tasks in genuine Indian environments. The data your models need to see the world as humans do.
🚶
Human Behaviour Video Datasets
Comprehensive video of people walking, cooking, shopping, driving, and socialising across diverse urban and rural Indian landscapes. Life as it actually happens — not staged, not scripted.
🤖
Industrial & Robotics Training Data
Precise hand and body movement capture on factory floors, active construction sites, and farms. The manipulation, grasping, and tool-use data required to train the next generation of physical AI and robotic arms.
😊
Activity, Expression & Gesture
Frame-level annotated activity videos, natural facial expression capture, and gesture datasets across a massive demographic range — age, gender, occupation, and regional variation all represented.
🎙️
Native Speech & Audio
Authentic voice data in ten major Indian languages — captured by native speakers in natural acoustic environments, not recording studios.
🏷️
Annotation & Structuring
Bounding boxes, polygon and semantic segmentation, object detection labelling, video frame tagging, point cloud annotation — and rigorous inter-rater reliability review throughout.

Languages we cover

India's linguistic diversity is unmatched anywhere in the world. Our field network spans ten major languages with native-speaker capture capability:

Kannada Hindi Telugu Tamil Marathi Bengali Malayalam Gujarati Odia Punjabi Urdu

Our reach — demographics and geography

India's diversity is our greatest operational asset. We navigate seamlessly across the environments, people, and geographies that make Indian data uniquely valuable for global AI models.

🏙️Urban cityscapes and commercial areas
🏘️Suburban colonies and residential areas
🌾Rural villages and agricultural land
🏗️Active construction sites
🏥Hospitals and healthcare facilities
🛒Retail outlets and markets
🚗Roads, traffic, and transport hubs
🏭Factory and industrial floors

Our demographic coverage spans adults aged 18–70 across all genders and a wide range of occupational profiles: construction workers, agricultural workers, healthcare professionals, factory workers, retail staff, office professionals, homemakers, transport workers, and students.

We are highly active across Karnataka, Andhra Pradesh, Tamil Nadu, Maharashtra, and Telangana — with immediate capacity to expand pan-India upon request.

Field capacity and technology

We are built for speed and scale. Our operational infrastructure is designed to go from brief to field in days, not weeks.

10–200
Operatives deployable per project
7–14
Days mobilisation time
1:8
Supervisor to field agent ratio
500GB+
Daily video data capacity

The gear: Our operatives are equipped with GoPro Hero series cameras, DJI Osmo Action units, and custom smartphone rigs for egocentric and observational capture. All devices are configured with standardised settings per project protocol before deployment.

Our QA system — non-negotiable at every scale
  • ODK and KoBoToolbox for automated quality control and offline-capable data submission
  • GPS coordinate verification — every record tagged with precise collection location
  • Timestamp validation — collection time verified against project protocol windows
  • Duplicate detection — automatic flagging of repeated or suspicious submission patterns
  • Mandatory 10% back-check — supervisor personally verifies 1 in 10 records
  • Daily supervisor sign-off — end-of-day QC review before data is submitted to client

Compliance and ethics — we play by the rules

Data ethics is not optional for us — it is built into every programme from day one. As a registered MSME/Udyam entity, we provide seamless GST-compliant invoicing for international payments. Our human-subject data collection runs on:

  • Strict informed consent protocols — every participant understands what is being collected and why before any recording begins
  • GDPR-aligned data privacy standards — applied to all data collected for international clients regardless of Indian regulatory requirements
  • Participant anonymisation — on request, all identifying information is removed from datasets before delivery
  • Full NDA compliance — project confidentiality agreements executed before any programme begins
  • Data security — structured handling, controlled access, and secure transfer protocols for all collected data

Proven field experience

We are tested in the field. Our recent operational track record includes:

50+ CAPI interviewers — election survey operations, Karnataka
Real-time GPS tracking, daily digital reporting, supervisor oversight, and full data quality validation across multiple constituencies simultaneously.
1,000+ beneficiaries — health data and welfare distribution
Karnataka Construction Workers Welfare Board health programme — beneficiary documentation, medical data collection, and verified last-mile kit distribution.
MSME ZED certification assessments — multiple Karnataka districts
Field assessment and documentation programme across multiple districts, with structured data delivery and reporting to programme administrators.
AI-powered field observation pilot — in preparation
Computer vision protocol design complete. Team training underway. Targeted at egocentric and behavioural data collection for AI training platforms.

Why Blue Projects for global AI data platforms?

India offers unmatched linguistic, occupational, and environmental diversity — all within a single country. But navigating this diversity requires more than a crowdsourced app. It requires a structured, accountable partner who treats data collection as a professional operation — not a gig economy task.

"With Blue Projects, every project comes with a dedicated project manager, a defined quality protocol, and transparent daily reporting. We operate like a rigorous enterprise, not a scattered crowdsourced pool."

If you are an AI platform, robotics company, research institution, or enterprise client that needs authentic Indian human data — at scale, with documented quality, and full compliance — we would like to talk.

Get in touch

Blue Projects and Services
hello@blueprojects.in · +91 86601 88232
blueprojects.in · Davanagere, Karnataka, India

We respond to all data partnership enquiries within 24 hours.