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Unlocking Dataset Value for AI-Enabled Scientific Discovery (AI Datasets)

U.S. National Science Foundation · 26-512

In plain English

U.S. National Science Foundation is accepting applications for this grant until Nov 3, 2027 (357 days left).

The agency expects to make 50 awards and estimated total program funding is $100,000,000.

Eligibility is described in the listing text (the "Others" category).

The listing says cost sharing or matching is not required.

Built only from the fields in the Grants.gov listing. Always confirm on the official listing.

Key facts

StatusPosted: open for applications
Close dateNov 3, 2027 · 357 days left
Posted dateJul 21, 2026
Opportunity number26-512
AgencyU.S. National Science Foundation · all U.S. National Science Foundation grants
Funding instrumentGrant
CategoryScience and Technology and other Research and Development
Opportunity categoryDiscretionary
Award ceiling (max per award)Not stated
Award floor (min per award)Not stated
Estimated total program funding$100,000,000
Expected number of awards50
Cost sharing or matching requiredNo
Assistance listing (CFDA/ALN)47.041 – Engineering
47.049 – Mathematical and Physical Sciences
47.050 – Geosciences
47.074 – Biological Sciences
47.084 – NSF Technology, Innovation, and Partnerships
Last updated on Grants.govNov 5, 2026
Archive dateDec 3, 2027

Who can apply

  • Others (see the eligibility details in the listing)

Additional eligibility information (excerpt from the listing):

*Who May Submit Proposals: Proposals may only be submitted by the following: -For-profit organizations: U.S.-based commercial organizations, including small businesses, with strong capabilities in scientific or engineering research or education and a passion for innovation. -Non-profit, non-academic organizations: Independent museums, observatories, research laboratories, professional societies and similar organizations located in the U.S. that are directly associated with educational or research activities. …

Description

Excerpt from the official synopsis on Grants.gov (shortened; read the full text on the official listing):

This program will advance scientific community datasets to enable scientific discovery and innovation using artificial intelligence (AI) and other methods. Its goal is to increase the value that can be derived from existing scientific datasets by leveraging novel methods and artificial intelligence (AI). This will unlock new AI-driven insights. It can enable interdisciplinary research. It also enables investigations outside of the original motivation for data collection and analysis. The program seeks to 1) apply AI-based capabilities to feature extraction and metadata generation, and the integration of multiple datasets. 2) Develop robust data pipelines necessary for automated analysis of existing datasets and similar use-cases by AI tools and systems. 3) Augment and/or harmonize existing datasets to better enable use by AI data pipelines and automated analysis. …

Read the full listing on Grants.gov → · Agency's announcement page

Before you apply: organizations applying through Grants.gov generally need an active SAM.gov registration (with a Unique Entity ID) and a Grants.gov account, and registration can take several weeks, so start early. Check the official listing for the exact requirements, deadline time and time zone. This page is a summary, not the official notice, and not legal or financial advice.

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