In today’s fast-evolving AI landscape, data variety and specificity are critical. Whether you’re training large language models, improving biometric systems, refining fraud detection tools, building robotics or computer vision models, or enabling multimodal AI (text, video, images, audio/speech), the success of your AI depends on the quality and relevance of the data it learns from.

At Grably, we provide both off-the-shelf datasets and the ability to source custom, ultra-specific data for any use case. By collecting data directly from real users, we can meet even the most complex and niche requirements—something generic data providers simply can’t match. And for certain high-resolution or specialized use cases, we can also source data through our extensive partner network, ensuring coverage across a wide range of needs.

Ultra-Specific Custom Data: Built Around Your Needs


No two AI projects are the same. That’s why Grably specializes in delivering custom data sourced specifically for your needs, no matter how broad or granular.

Our approach is unique:

  • We define your data requirements down to the detail.
  • We design targeted tasks for real users to complete via our mobile & web apps.
  • We moderate and validate every submission, ensuring accuracy, context, and relevance.

This means you can get exactly what your models need—whether it’s palm images with jewelry under natural light, videos of specific human actions, localized voice samples, LiDAR scans of real environments, or multimodal datasets combining audio, video, and text inputs.

Examples of Custom Data We Can Source:

  • Healthcare AI: Diverse skin tones in medical imagery, speech data from patients across demographics.
  • Biometric Systems: Aging-resistant facial images, hand geometry data, unique movement recordings.
  • Generative AI: Real conversations, personal preferences, and multimedia samples to train creative models.
  • Fraud Detection: Real vs. fake ID photos, document scans, behavioral interaction data, and voice patterns.
  • Mobility & IoT: Street-level imagery, traffic patterns, environmental sound recordings, spatial audio, and LiDAR point cloud data.
  • Defense AI: Tactical imagery, motion patterns, LiDAR-based mapping, and behavior analysis for secure, real-world defense applications.
  • Robotics & Computer Vision: Object recognition data, navigation imagery, 3D mapping, and interaction datasets.
  • Multimodal AI Training: Synchronized data sets including audio, video, images, and text for richer model learning.

If you can define it—we can source it.
And for specific high-res or large-scale tasks, we can tap into our trusted partner network to ensure delivery at scale.

Off-the-Shelf Datasets: Ready When You Are

In addition to custom sourcing, we maintain a growing library of off-the-shelf datasets across high-demand categories. These datasets are pre-validated, fully consented, and ready for immediate deployment.

Key Off-the-Shelf Categories:

  1. Biometric Data: Hand images, facial scans, voice samples.
  2. Document Verification: Real IDs, passports, and forgery examples.
  3. Consumer Behavior: Videos, lifestyle photos, and product interactions.
  4. Environmental Data: Street scenes, crowd footage, indoor/outdoor movement data, LiDAR scans.
  5. Healthcare: Basic health metrics, posture data, and common medical imagery.
  6. Audio & Speech Data: Natural speech, scripted voice samples, background noise environments.
  7. Multimodal Data: Combined datasets featuring audio, video, and text to support complex AI models.
  8. Defense AI: Off-the-shelf movement, environmental, and LiDAR data to assist in training advanced defense systems.
  9. Robotics & Computer Vision: Visual datasets for recognition, navigation, and object tracking.

These datasets are ideal for projects needing fast access to high-quality, ethically sourced data without waiting for a custom collection cycle.

Why Grably Is Different

Unlike traditional data providers, we:

  • Source directly from users, not scraped or third-party sources.
  • Enable 100% on-device processing, ensuring privacy and security.
  • Full labeling and annotation, according to your needs.
  • Offer fast USDT payouts, making participation attractive and consistent.

This gives us a unique edge—we can scale data sourcing efforts rapidly while maintaining control over quality, consent, and relevance.

Data for Every Industry, Every Challenge

From startups building specialized models to enterprises scaling global AI systems, Grably is positioned to serve all industries with data that fits.

  • Need something broad? We’ve got you covered.
  • Need something niche? We’ll help you source it.

Our mission is to make high-quality, user-consented data accessible, whether it’s off-the-shelf, custom-built, or supported through our partner network for advanced cases.

Ready to get started? Contact us to explore how Grably can deliver the data your AI needs.