AI labs and model teams

Buyer demand

What AI labs and model teams are asking for, one data category at a time. Demand changes as buyers start and finish projects, and licensing potential depends on it.

By data category

What buyers are asking for

  • Code Repositories

    Coding model teams are asking for production code with real commit history.

  • Documents & Knowledge

    Teams grounding domain assistants are asking for document and knowledge archives across professional domains.

  • Images

    Vision model teams are asking for image libraries with clear rights and real-world variety, for training, fine-tuning, and evaluation.

  • Audio & Speech

    Speech model teams are asking for call recordings, interviews, and program archives that cover a range of accents, languages, and recording conditions.

  • Video

    Multimodal and world-model teams are asking for video with clear rights, in raw or high-resolution form.

  • Workflows & Conversations

    Teams building assistants and agents are asking for support conversations and workflow records.

  • Structured & Financial

    Teams working on forecasting and numerical reasoning are asking for transaction records, time series, and operational tables with long histories.

Examples

Recently assessed

Real assets, described without naming the owner.

  • Structured & Financial

    Product catalog for books and other merchandise

    • Over 40 million products, with millions of book records.
    • Titles, categories, brands, formats, availability, and merchandising features.

  • Video

    Fixed-camera security footage

    • Recordings from fixed cameras covering the car park and surrounding areas of an airport.
    • Four separate terminals, giving multi-location perspectives.

  • Images

    Diagnostic radiology archive

    • About 150 million diagnostic radiology images in DICOM format.
    • MRI studies and other modalities such as X-ray and CT.
    • Images and reports on a unified radiology platform across multiple imaging sites.

Get started

Hold data in one of these categories?

We aim to send an initial assessment within two business days.