Data Collection

Data Collection

Stop Training AI Models on Generic Data That Doesn't Match Your Reality
Data Collection

Our global contributor network delivers high-volume, demographically balanced data that strengthens model reliability and eliminates blind spots.

Image and Video Collection—Objects, Scenes, Activities, Documents
Image and Video Collection—Objects, Scenes, Activities, Documents

Product photography across angles/lighting/backgrounds. Scene capture in retail, manufacturing, operational contexts. Document images (receipts, forms, IDs, handwriting). Human activities and gestures. Demographic diversity ensuring inclusive AI.

Speech and Audio Recording—Multi-Accent, Multilingual, Natural Speech
Speech and Audio Recording—Multi-Accent, Multilingual, Natural Speech

Multi-accent recordings across dialects and regional variations. Conversational speech and spontaneous dialogues. Voice commands for assistants. 15+ Indian languages. Environmental sounds and acoustic conditions.

Diverse Participant Recruitment—Match Your Target Demographics
Diverse Participant Recruitment—Match Your Target Demographics

Recruit contributors by age, gender, location, language, ethnicity, expertise. Extensive network enabling rapid mobilization. Balanced representation preventing AI bias. Privacy compliance with consent management protecting participant rights.

Quality Validation—>98% Data Quality Standards
Quality Validation—>98% Data Quality Standards

Multi-tier quality checks: technical specifications (resolution, format, sampling rate), content accuracy, protocol compliance. Automated validation plus human review. Industry-leading >98% quality ensuring only high-quality data reaches models.

Text and Document Collection—Domain-Specific, Conversational, Structured
Text and Document Collection—Domain-Specific, Conversational, Structured

Industry content (medical, legal, financial, technical) matching specialized vocabulary. Chat logs, customer service interactions, social media conversations. Forms, invoices, receipts, contracts. User-generated reviews and queries reflecting real language.

Location and Geospatial Data—POI, Navigation, Street-Level Imagery
Location and Geospatial Data—POI, Navigation, Street-Level Imagery

Point of Interest data: business locations, landmarks, addresses. GPS traces, route paths, traffic patterns. Street-level imagery and building facades. Geographic annotations for land use and infrastructure mapping.

Specialized Collection—AR/VR, Wearables, IoT, Automotive
Specialized Collection—AR/VR, Wearables, IoT, Automotive

3D spaces and gesture interactions for AR/VR. Fitness tracker and smartwatch data. Smart home and industrial IoT sensors. In-cabin recordings and driving scenarios. Custom collection for emerging technologies.

50M+ Data Points Annually—Proven Large-Scale Capacity
50M+ Data Points Annually—Proven Large-Scale Capacity

Multi-country operations across regions and time zones. 50+ languages with native speakers. Rapid mobilization scaling collection teams within days. From thousands to millions of data points without quality compromise.

Flexible Collection Models—Remote, On-Site, Hybrid Approaches
Flexible Collection Models—Remote, On-Site, Hybrid Approaches

Remote collection via participant apps and platforms. On-site supervised sessions with equipment and guidance. Hybrid combining both approaches. Logistics management, environment control, real-time quality validation. Cost-efficient through optimized processes.

Collection to Annotation Pipeline—Integrated Data Services
Collection to Annotation Pipeline—Integrated Data Services

Seamless integration: collect data, annotate immediately, deliver training-ready datasets. Complete documentation, metadata, quality reports. Formats matching your ML pipeline (JSON, CSV, images, audio files). End-to-end solution reducing coordination overhead.

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