NSF Tech Labs to Award Up to $50M Per Year for AI and Quantum Teams

The National Science Foundation is preparing to launch a formal solicitation this spring for its Tech Labs initiative, a program that will issue awards of $10 million to $50 million per year to independent research organizations pursuing breakthroughs in artificial intelligence, quantum computing, biotechnology, semiconductors, and critical materials.

The program, administered by NSF's Directorate for Technology, Innovation and Partnerships, represents a deliberate departure from the university-centric grant model. Selected teams will operate as full-time, autonomous organizations with milestone-based funding and multi-year runway—a structure designed to bridge the gap between early-stage prototypes and commercially viable platforms.

$1 Billion Over Five Years

NSF anticipates investing up to $1 billion over five years through the program, with each award running at least four years. The scale dwarfs typical NSF grants and signals the agency's intent to compete with DARPA-style funding models that prioritize speed and operational independence.

"We want to give entrepreneurial teams of proven scientists the freedom and flexibility to pursue breakthrough science at breakneck speed," said NSF TIP Assistant Director Erwin Gianchandani, "without needing to frequently stop and apply for additional grant funding with each new idea."

The initiative closed a Request for Information in January 2026 and is now incorporating community feedback before releasing the formal solicitation.

Who Should Apply

Tech Labs targets a new category of applicant: teams that look more like focused research startups than traditional academic departments. Successful proposals will need to demonstrate operational autonomy, a clear path from prototype to commercial viability, and deep expertise in at least one of the program's priority technology areas.

AI-focused teams are particularly well positioned. NSF has emphasized machine learning and foundation models as core priorities, and the agency's broader FY2026 budget of $8.75 billion includes significant allocations for AI research infrastructure.

Next Steps for Applicants

The formal solicitation is expected within weeks. Prospective applicants should begin assembling multidisciplinary teams and developing milestone-based project plans now. A companion program, the NSF TIP Tech Accelerators Initiative, will be announced separately. Grant seekers can track both programs on grantedai.com and the NSF funding page.