AI Data For Sale

Scientific and research data

Experimental results, instrument outputs, lab notebooks, protocols, assay data, journals and research corpora.

Request scientific and research dataLicense data like this
Domain and enterpriseUpdated
SpecificationWhat buyers and sellers agree on
Measured in
Experiments, records or files, by field and method.
Who buys
Scientific AI companies, drug discovery and materials startups, and labs.
Where it comes from
Universities, contract research organizations, biotech and materials companies and society publishers.
Rights to clear
Funder terms, university technology transfer policies, collaboration agreements and participant consent.
Privacy
Human subjects data de-identified under HIPAA or the Common Rule as applicable.
Pricing signal
Priced deal by deal; negative and proprietary results command a premium.
In short
  • Scientific AI needs real experimental data, including failed experiments that never get published.
  • Lab notebooks, instrument data and negative results are scarce and valuable to buyers.
  • Research funded by grants may carry data sharing or commercialization rules.
  • Human subjects data needs de-identification and must fit the consent participants gave.

What scientific buyers want

Published papers report what worked. Models that propose experiments also need what did not work, with the conditions recorded. Lab notebooks, instrument logs and assay results are the raw material.

Rights to check

University research is often governed by technology transfer offices and funder rules. Collaboration agreements may give partners rights in results. Human subjects data must fit the consent that participants gave and be de-identified.

Questions

Can a university license research data commercially?

Often, through its technology transfer office, subject to funder terms and participant consent.

Related guides

How to sell data to AI companiesAI companies license data they cannot get from the open web: private, well-structured records from real work, with clear rights.Data holdersWhat goes in an AI data license agreementAn AI data license grants a named buyer defined rights to use a copy of data, for set purposes, on set terms.Both

Sources

  1. US HHS: Guidance on de-identification of protected health information under HIPAA

Need scientific and research data, or hold it?

Tell us what you need or what you hold. We check rights and privacy first, then introduce vetted counterparties. You license directly with each other.

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  • We reply to every enquiry within two working days.
  • No upfront fees for sellers
  • We never hold your raw data