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Data / Research funding / APTO-Assess-Predict Tech Outcm

NSF program APTO-Assess-Predict Tech Outcm (267Y00): 15 awards, $66.3M to 13 organizations

15 NSF awards ($66.3M) under the program element APTO-Assess-Predict Tech Outcm (267Y00) to 13 organizations, fiscal years 2022 to 2026, read 2026-11-03.

SpecStream is the live web data engine for teams and agents. It reads the NIH and NSF award files each time the agencies update them, and this page is that reading, joined to the open federal funding opportunities on Grants.gov. Ask for the awards you track by topic, organization or state and new awards arrive in your sheet, CRM, Slack or agent as the agencies publish them.

Program element code
267Y00
Directorate
Directorate for Technology, Innovation, and Partnerships
Division
Emerging Technologies Section

Awards

15 awards in the window.

AwardAgencyInstitute or divisionFiscal yearAmount in windowStartEndPrincipal investigatorSource
APTO: Measuring, Understanding, Predicting, and Accelerating Technology OutcomesNSFEmerging Technologies Section2024$11,822,418July 1, 2024June 30, 2029Dashun Wangnsf.gov
APTO: Collaborative Research: Global Observatory and Virtual Laboratory for Science and Technology AdvanceNSFEmerging Technologies Section2024$11,005,288July 1, 2024June 30, 2029James A Evansnsf.gov
Expanding the Industries of Ideas: Understanding the link between research investments, jobs, and skillsNSFEmerging Technologies Section2025$6,560,399July 1, 2025June 30, 2028Jason Owen-Smithnsf.gov
APTO: Constructing causal knowledge graphs for assessing and predicting technology outcomesNSFEmerging Technologies Section2024$5,798,454August 1, 2024July 31, 2027Jinfeng Zhangnsf.gov
NSF Convergence Accelerator Track G: AVOID 5G: Automated Verification Of Internet Data-paths for 5GNSFTechnology Accelerators Section2023$5,000,000September 1, 2023February 28, 2027Alexander Mardernsf.gov
NSF Convergence Accelerator Track: G: The Security-Enhanced Radio Access Network (SE-RAN)NSFInnovation and Technology Ecosystems2023$4,999,647September 1, 2023October 31, 2025Phillip A Porrasnsf.gov
NSF Converence Accelerator Track G: 5G Hidden Operations through Securing Traffic (GHOST) Phase 2NSFTechnology Accelerators Section2023$4,983,234September 1, 2023August 31, 2026Keith D Grembannsf.gov
NSF Convergence Accelerator Track G: Combating Vulnerability and Unawareness in 5G Network SecurityNSFInnovation and Technology Ecosystems2023$4,298,617September 1, 2023January 31, 2025Taejoon Kimnsf.gov
APTO: A firm-level model of technological improvement, production and diffusion in the energy sectorNSFEmerging Technologies Section2024$3,177,635August 1, 2024July 31, 2029James D Farmernsf.gov
NSF Convergence Accelerator Track G: Combating Vulnerability and Unawareness in 5G Network SecurityNSFTechnology Accelerators Section2025$2,701,447October 1, 2024December 31, 2026Taejoon Kimnsf.gov
Collaborative Research: Industries of Ideas: A prototype system for measuring the effects of research investments on regional firms and jobsNSFEmerging Technologies Section2023$1,938,150October 1, 2023September 30, 2026Jason Owen-Smithnsf.gov
APTO: Problem-Focused Analysis for Predicting Technology Outcomes and Leverage PointsNSFEmerging Technologies Section2024$1,396,296July 1, 2024June 30, 2027Jonathan Fegelynsf.gov
Collaborative Research: Industries of Ideas: A prototype system for measuring the effects of research investments on regional firms and jobsNSFEmerging Technologies Section2023$1,319,681October 1, 2023September 30, 2027Bruce A Weinbergnsf.gov
Collaborative Research: Industries of Ideas: A prototype system for measuring the effects of research investments on regional firms and jobsNSFTIP - Core Programs2023$1,235,110October 1, 2023September 30, 2026Walter Powellnsf.gov
Conference: The 5th International Conference on the Science of Science and InnovationNSFEmerging Technologies Section2026$100,000June 1, 2026May 31, 2027Daniel B Larremorensf.gov

Organizations

OrganizationPlaceNIH awardsNIH amountNSF awardsNSF amount
Northwestern University at ChicagoChicago, IL0$01$11.8 million
University of ChicagoChicago, IL0$01$11 million
University of Michigan at Ann ArborAnn Arbor, MI0$02$8.5 million
Insilicom LLCTallahassee, FL0$01$5.8 million
University of Colorado at BoulderBoulder, CO0$02$5.1 million
Johns Hopkins UniversityBaltimore, MD0$01$5 million
Sri InternationalMenlo Park, CA0$01$5 million
University of Kansas Center for Research IncLawrence, KS0$01$4.3 million
Macrocosm, Inc.Brooklyn, NY0$01$3.2 million
Arizona State UniversityScottsdale, AZ0$01$2.7 million
Artemis Intelligence LLCRocky River, OH0$01$1.4 million
Ohio State UniversityColumbus, OH0$01$1.3 million
Social Science Research CouncilBrooklyn, NY0$01$1.2 million

Funding by fiscal year

Fiscal yearNIH awardsNIH amountNSF awardsNSF amount
20260$010$14,593,465
20250$08$15,852,356
20240$010$22,634,729
20230$08$13,255,826

Open federal funding opportunities

From Grants.gov: notices that funded awards in this table, and open notices on the same agency and assistance listing.

Open opportunityNumberAgencyListingClosesAward ceilingWhy it matches
NSF Small Business Innovation Research / Small Business Technology Transfer Phase I, Phase II, Fast-Track Programs: A Pilot Emphasis on Scientific Instrumentation26-511NSF47.084November 4, 2026Not listedSame assistance listing 47.084 as 15 awards here
Unlocking Dataset Value for AI-Enabled Scientific Discovery (AI Datasets)26-512NSF47.084November 4, 2026Not listedSame assistance listing 47.084 as 15 awards here
U.S. National Science Foundation State and Regional Artificial Intelligence Infrastructure Hubs:26-513NSF47.084November 4, 2026Not listedSame assistance listing 47.084 as 15 awards here
National Science Foundation Translation to Practice (NSF TTP)25-540NSF47.084November 17, 2026$2 millionSame assistance listing 47.084 as 15 awards here
National Science Foundation Fostering Interdisciplinary Networks to Develop Emergent and Responsive Solutions Foundry (NSF FINDERS FOUNDRY)26-507NSF47.084November 18, 2026Not listedSame assistance listing 47.084 as 15 awards here
EPSCoR Research Infrastructure Improvement Program: Focused EPSCoR Collaborations (FEC)24-573NSF47.084January 26, 2027$1.5 millionSame assistance listing 47.084 as 15 awards here
Mid-scale Research Infrastructure-124-598NSF47.084February 8, 2027$20 millionSame assistance listing 47.084 as 15 awards here
EMERGING FRONTIERS IN RESEARCH AND INNOVATION (EFRI-2026/27): Wave-Based Computing ( EFRI-WBC)26-524NSF47.084February 11, 2027Not listedSame assistance listing 47.084 as 15 awards here
Pathways to Enable Secure Open-Source Ecosystems (PESOSE)26-506NSF47.084March 2, 2027Not listedSame assistance listing 47.084 as 15 awards here
NSF National Quantum Virtual Laboratory (NQVL)24-586NSF47.084April 6, 2027Not listedSame assistance listing 47.084 as 15 awards here
EPSCoR Research Infrastructure Improvement (RII): EPSCoR Research Fellows24-528NSF47.084April 13, 2027Not listedSame assistance listing 47.084 as 15 awards here
Findable Accessible Interoperable Reusable Open Science (FAIROS)25-533NSF47.084April 14, 2027Not listedSame assistance listing 47.084 as 15 awards here
EPSCoR Graduate Fellowship Program (EGFP)24-588NSF47.084June 1, 2027$3.2 millionSame assistance listing 47.084 as 15 awards here
Faculty Early Career Development Program (CAREER)22-586NSF47.084July 28, 2027Not listedSame assistance listing 47.084 as 15 awards here
Research Experiences for Undergraduates (REU)23-601NSF47.084August 18, 2027$500,000Same assistance listing 47.084 as 15 awards here
Historically Black Colleges and Universities - Excellence in Research (HBCU - EiR)23-598NSF47.084October 19, 2027Not listedSame assistance listing 47.084 as 15 awards here
National Science Foundation National Innovation Corps Teams (NSF National I-CorpsTM Teams) Program25-549NSF47.084October 6, 2076Not listedSame assistance listing 47.084 as 15 awards here
Facilitating Research at Primarily Undergraduate Institutions: (RUI and ROA-PUI)14-579NSF47.084October 14, 2076Not listedSame assistance listing 47.084 as 15 awards here
Established Program to Stimulate Competitive Research (EPSCoR): Workshop Opportunities24-540NSF47.084$200,000Same assistance listing 47.084 as 15 awards here
Cyberinfrastructure for Public Access and Open SciencePD-24-7414NSF47.084$600,000Same assistance listing 47.084 as 15 awards here

Updated November 3, 2026. Read from NIH RePORTER ExPORTER and NSF Award Search. Published by NIH and NSF as U.S. government data. NIH awards are fiscal years 2021 to 2025 (NIH files published to 2026-07-09); NSF awards are fiscal years 2022 to 2026 (NSF files published to 2026-11-02). NIH amounts are the total cost of each fiscal year in the window; NSF amounts are the funds obligated in the window. Organizations are matched on the UEI. Open opportunities come from Grants.gov and match on agency and assistance listing number, and on the notice number NIH prints on an award. Free to reuse with credit to SpecStream under CC BY 4.0. Spot a wrong value? Write to [email protected] with the link to this page.