OsventaMedia & games · 10–500 employees

Publisher or education company: what your data is worth

Long-form, rights-cleared text improves reasoning and knowledge, while assessments and peer review provide expert-graded tests and feedback.

Get an estimateTypical range$35k–$370k
What labs license

The records that carry value

  • Backlist books and journals with clear AI-training rights
  • Editorial history: manuscript, editor comments, published version
  • Peer-review reports with accept or reject decisions
  • Textbooks and problem sets with worked solutions
  • Assessment items with performance statistics
  • Course materials, lesson plans and instructor guides
  • De-identified tutoring interactions

What it takes to qualify

  • AI-training rights in author and contributor contracts, or author opt-in
  • Machine-readable formats rather than scanned PDFs
  • Student data de-identified under education-privacy rules
  • Volume in the thousands of titles or tens of thousands of items

Preparation & compliance

  • Author opt-in and payment splits agreed upfront
  • Learner names and school identifiers removed
  • Third-party images and permissioned excerpts removed
What determines the price

What moves the number

Raises the value

  • Editorial and peer-review process data
  • Worked solutions and graded assessments
  • STEM and professional content
  • Collections that have never been licensed
  • Rich structure and metadata

Lowers it

  • Unclear rights in older contracts
  • Content already widely pirated or scraped
  • Third-party images and excerpts that aren't cleared
  • Student-identifiable records

Packaging can close the gap

Structure, linked outcomes and documentation are often what separates the low end of the range from the high end. If your data falls short on those, our optional packaging service can fix it before it reaches a buyer.

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