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U.S. National Science Foundation

AI Datasets: unlock scientific dataset value

Prepare existing scientific datasets for AI through metadata, harmonization, augmentation and robust pipelines.

Existing opportunity recheckOctober 31, 2026
Public-source research
Funding / contract value
Planning ≤ $200K · Impact ≤ $2M · Flagship ≤ $5M
Amount basis
Per award; not guaranteed
Deadline as published
Nov 4 · 5:00 PM submitting organization’s local time
Status
open
Entry route
Eligibility check
Evidence
Official page
Reference
NSF 26-512
Why it fits · analyst assessment

A close match for expert data quality, provenance, scientific evaluation and AI-ready dataset operations. A research contribution and community utility—not routine labeling—must lead.

Recommended next action

Check active UEI/SAM and Research.gov readiness, a rights-cleared scientific dataset, research-team capacity and a credible scientific-community impact case; select an appropriate award tier only after those checks.

Eligibility

U.S. businesses with strong research/education capabilities are permitted, alongside eligible academic, nonprofit and government organizations. Active UEI/SAM registration is required.

Requirements to verify

  • One lead organization; collaborators are subawards.
  • Document data security, integrity, governance and scientific use.
  • Select the appropriate award category; do not treat $5M as the default ask.
Official NSF 26-512 solicitation rechecked October 31. U.S.-based commercial organizations must have strong scientific/engineering research or education capability. Scientific dataset/community research value is required; routine labeling is insufficient. Competitive maxima are not AuraOne revenue. No application, registration or submission was performed.

Official links and evidence

Checked 2026-10-31T22:35:39.763345+00:00. Full documents and amendments control. No registration, application, submission or spending has been performed.