The Agility Layer: How State Seed Funds Are Hacking the Defense Valley of Death
The “valley of death” is a term all too familiar to defense and aerospace industry leaders. It is certainly not only a funding gap, but a technology readiness level (TRL) 4-7 engineering trap where companies must transform lab physics into field-ready hardware. Michael Horowitz of the University of Pennsylvania outlined how “precise mass” (low-scale AI/autonomy) is ready to scale now, while “exquisite systems” such as submarines or expensive cruise missiles have obstacles to scaling that are much higher. It is a “five to ten-year endeavor even with the investments that have already been made”.
While the federal government struggles with 10-year budget cycles, it is becoming increasingly clear that state-level seed funds are emerging as the “agility layer” that allows “precise mass” tech to cross the TRL gap in 18 months rather than 10 years.
The “Blueprints” as seen in Massachusetts and Texas
In Massachusetts, MassVentures’ SBIR Targeted Technologies (START) grants use three “rounds” of funding from $100,000 for 16 grant awardees to 3 awardees receiving $500,000 each, to help companies commercialize their technologies. Since 2012, START has granted $41.7 million to 141 companies that have gone on to raise more than $5.1 billion and employ more than 3,300 in the Commonwealth. These results are a massive signal multiplier that shows that START grants help companies navigate the TRL gaps.
The Texas Semiconductor Innovation Fund (TSIF) and the Texas Semiconductor Innovation Consortium (TSIC) are relatively new state-level ventures having been formed in 2023 that continue to receive new funding from the state. Created through the Texas CHIPS Act, which was signed into law in June 2023, lawmakers appropriated $698 million for the new semiconductor fund, and TSIF received an additional $250 million, totaling approximately $948 million in total appropriations. The TSIF and the TSIC are signed for later stage TRL companies so that when companies hit TRL 7, they are ready to launch from the runaway that has been created by these programs.
Derisking for Venture Capital
Venture capital has traditionally avoided TRL 5 because even though the physics of the technology has been validated, it is not yet at the viable point to commercialize. As mentioned in GoingVC, defense cycles can stretch on for years, and “a startup may win pilot contracts without ever securing large production deals”. That is why state-funded grants are so critical for defense technology startups to garner the validation so that venture capital sees that investing at TRL 5 is a worthy endeavor. They act as a non-dilutive lead investor demonstrating to companies like Anduril or Silent Ventures that the company has local political and infrastructural “top-cover”.
The “Precise Mass” Advantage
What makes “precise mass” technologies so valuable for investors is that their relatively low-cost solution can produce disproportionate effects, and why they have been seen as the “tech du jour weapon of choice in Ukraine”. Precise-mass technologies can be built in converted factories and that is exactly what state-funded grant programs are designed to support. It is also another reason why precise-mass technologies are best suited to accept state-level funding and help these start-ups advance along the TRL scale.
In a December 2025 article by Christopher Morton of IFS, he mentioned that, “leveraging a business system that enables project, discrete, and process manufacturing in one environment is critical to build diversity and resilience into production”. To take this point one step further is to realize that it is state-level grants that are creating the business ecosystem that allows these companies to grow and eventually reach TRL levels 7 - 9.
Aligning with the 2026 National Defense Strategy
This state-level ‘agility layer’ is no longer just a regional economic perk; it is now a core requirement of the 2026 National Defense Strategy. Line of Effort 4 of the NDS, “calls for total mobilization of nontraditional vendors.” In other words, by calling for investments in the TRL 4-7 transition, states are effectively “pre-mobilizing” the companies that the Department of War now considers strategic assets. As Secretary Hegseth noted in the NDS, “production capacity is the decisive factor in modern deterrence.” State seed funding is the fuel for that capacity.
Conclusion: State seed funds critical for “precise mass” success
The policy fixes to address the “valley of death” are increasingly being driven at the state-level. State-level funding is not only serving as the proof of concept for venture capital, but it is increasingly showing that the Pentagon is no longer the only investor in the room. In order for the US to ensure continued success for precise-mass technologies, investors will continue to see more state-level grant-making as the non-dilutive lead investor, paving the way for venture capital to make their investments.