Key facts
- Lyra built an AI-enabled systems integrator that calculates physics behind Defense Department requirements and matches available market technologies rapidly.
- Lyra's AI relies heavily on field experts, and the company is automating systems that worked slowly in the past so future demonstration missions build on best practices instead of starting from scratch.
- Traditionally, technology development stalled mainly because of a lack of funding opportunities, S1 reports.
- Lyra founder and CEO Tanmayi Sai said the five-year AFRL agreement gives the company a repeatable way to perform integration work and field technologies into operations at the speed of relevance.
California-based startup Lyra Systems emerged from stealth on Tuesday, Nov. 10, 2026, and announced a Pentagon agreement to help early-stage space technologies cross the Valley of Death from development to operational deployment.
Lyra will operate under a five-year Cooperative Research and Development Agreement to use AI-enabled mission-integration software that helps new technology reach in-orbit demonstration opportunities faster. The pact is a Cooperative Research and Development Agreement designed to shorten the path from requirement to flight-ready configuration.
Tanmayi Sai, the company’s founder and chief executive, said defense budgets and private capital have each more than doubled. Yet few companies can convert either into a flown mission, she told Payload. She called integration work between a qualified component and an operational mission the missing element, and she blamed manual integration for slow-moving space mission technology development.
The goal is to make technology operational in under a year, compared with current timelines of over a decade, Sai said. She cited a GAO report from July finding that major defense-acquisition programs take an average of 12 or more years.
Lyra created an AI-enabled systems integrator that calculates the physics behind Defense Department requirements and rapidly matches available market technologies. The company’s AI relies heavily on field experts, and Lyra is automating systems that worked slowly in the past so future demonstration missions build on established best practices instead of starting from scratch.
Marcus Bracey, a senior engineer at SpaceWERX, said the agreement aims to create “a repeatable integration pathway for nontraditional vendors to gain flight heritage.” Sai said the five-year AFRL agreement gives Lyra a repeatable way to handle integration work and move technologies into operations at the speed of relevance.
In the coming months, Lyra will talk with potential vendors about its first in-space demonstration mission, which will use the company’s in-house AI, and will announce participation opportunities soon.
According to NatSecPulse, the Payload story first appeared 14 hours before its Nov. 10, 2026 report and still lacked independent confirmation. NatSecPulse labeled its article as an AI-generated summary of the Payload report published without per-story human review.
In defense innovation, the Valley of Death describes a gap where technological promise meets institutional adoption barriers, leaving viable technologies unable to move from prototype to operational use. Startups operate on timelines measured in months while government acquisition processes unfold over years, creating a mismatch. Early-stage companies often have limited capital and only months to prove their technology has a viable market.
Defense budgets are often planned years in advance. Program offices work within specific authorities and funding lines, and contracting pathways can be complex and time-intensive. People who see a technology’s value may lack authority to sponsor or fund it. Encouraging feedback from government stakeholders without institutional backing can push startups deeper into the Valley of Death.
Universities, nonprofit research organizations, and collaborative networks help connect researchers, entrepreneurs, and government stakeholders so ideas mature and innovators understand operational and institutional constraints.

Payload describes the Valley of Death as the final resting place for promising technologies that never reached demonstration missions or commercial sales. Traditionally, technology development stalled mainly because of a lack of funding opportunities.
Starting in fiscal year 2028, each Defense Department portfolio acquisition executive must add an innovation insertion increment to their budget as transition capital for validated innovative technology. The mechanism bridges the funding gap between a technology’s successful demonstration and its integration into a program of record. Monthly acquisition acceleration reviews will track portfolio scorecards to ensure accountability.
DARPA and the Defense Innovation Unit are part of a U.S. innovation ecosystem that funds new ideas well. Yet moving technology into operational use remains a significant hurdle. Past disruptive defense innovations include the first naval nuclear propulsion system, SpaceX’s reusable rocket boosters, and a Low-Cost Uncrewed Combat Attack System drone from an Arizona startup that moved from contract to combat in seven months.
Under Secretary of the Army Gabe Camarillo announced the Army SBIR CATALYST Program in October 2022, and its pilot launched in February 2023 using over $75 million in matching capital. It is one of five new ASA(ALT) initiatives, alongside xTechPrime, the Army Tech Marketplace, the Intellectual Property Cadre, and Project VISTA.
The program is led by ASA(ALT), its Office of Army Prize Competitions, and the Army Applied SBIR Program. Matthew Willis, Ph.D., director of Army Prize Competitions and the Army Applied SBIR Program, said “we can drive down risk while providing greater resources to advance prototype development, testing and transition.” He described the pilot as the first SBIR initiative using a shared risk structure with small businesses, Army transition partners, and technology integrators.
In the 2023 pilot year, the Army selected five small businesses for base contracts of $1 million each. The performance period ran six to 12 months. The companies were ANDRO Computational LLC, Compound Eye Inc., EM Photonics Inc., R-Dex Systems Inc., and Solvus Global LLC. To join, a business had to hold a prior Army SBIR/STTR contract within the past four fiscal years and not yet have received a second SBIR/STTR Phase II under the same project.
The 2023 pilot covered technology areas such as climate and clean technology, artificial intelligence and machine-learning resiliency, supply-chain logistics, immersive wearables, and contested autonomy. Enhancement Phase II contracts total $15 million each for recipients under a 2-to-1-to-1 funding ratio. The money comes from Army SBIR funds, an Army transition partner, and a technology integrator over an additional 12- to 24-month performance period. The result is $7 million in Army SBIR funds, $3.5 million from the transition partner, and $3.5 million from the integrator for each small business.
When the CATALYST program ends, selected business solutions could move to Army partners such as PEO Intelligence Electronic Warfare and Sensors’ Product Lead Tactical Space Superiorities and Project Director Sensors-Aerial Intelligence. These transitions would occur after the enhancement phase.
A 2022 Congressional Research Service report counts more than 200,000 companies in the defense industrial base. The U.S. Chamber of Commerce says small businesses represent 99.9 percent of all U.S. businesses but receive only 25 percent of Defense Department prime contracts.





Join the discussion