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How Deep checks works
Founders apply on our site. We vet them for (1) being deeptech and (2) appearing venture backable. We vet using their deck and LinkedIn profiles. We don't conduct interviews with founders; we haven't met the founders beforehand. We filter startups with a light touch, preferring to share more deals than fewer so we don't inject our own bias too much. Every three weeks, we then email the best decks to you. You then login into the page you're viewing now, browse the startups below, and click "Click to copy email" next to one to reach out to the founders directly. In short, we are not Y Combinator; we're a deck filtering program for the benefit of hardware founders. We work really hard to be efficient and respect everyone's time.
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One Mission Technologies
Defense

One Mission builds low-cost hardware modules that secure data and artificial intelligence on small drones and autonomous systems. This technology prevents adversaries from extracting sensitive intelligence or reverse-engineering equipment when drones are captured on the battlefield.

  • Small drones are increasingly common in modern warfare but currently lack approved security measures to protect the data they carry.
  • The company offers a physical security module that easily fits into disposable drones to ensure captured equipment does not leak mission details.
  • Revenue is based on a per-drone security license, allowing the company to grow directly alongside the massive increase in drone production.
  • There is currently no strong competition in this new market, as other options are incomplete or require constant government waivers.
  • The team includes experienced veterans from major defense contractors and has already initiated a research agreement with the Army while preparing a fall prototype.
founder's note about traction
One Mission has defined a product architecture and layout, with a breadboard version, and is on course for a fall prototype. We also have a high confidence opportunity pipeline, established relationships with customers, initial verification and feedback, a Callaborative Research Agreement with Army initiated, and 3 proposals recently submitted to open solicitations.
founder's work & Education
L3Harris Technologies, Northrop Grumman, Florida Institute of Technology
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Phyll
Energy
Platform ingesting multi-source imagery for asset monitoring
founder's note about traction
$398K signed across insurance, municipalities, utilities. Paid pilot in final negotiation with The Hartford. Fleet partnerships give monthly access to 100K vehicles across 75% of major roads in the US, EU, Japan. Winner of an Innovate UK contract with BT. Lloyd's Lab Market Choice winner, Lloyd's investment arm now backing us, fastest cohort-to-commitment in Lab history: $350K in one week.
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Qunett
Quantum (Hardware)
Hardware enabling long-distance, fault-tolerant quantum networking

Qunett builds quantum repeaters and routers that send quantum information across fiber and satellite links to create a secure, distributed quantum internet. This hardware protects critical data with unbreakable encryption and connects isolated quantum computers across global distances.

  • The company has secured $6 million in federal research funding and has seven active programs to get their hardware ready for satellite deployment.
  • Their quantum memory chip can hold over one million qubits in a single module, while competing technologies can only hold a few.
  • They are the only company building networks that actively fix errors at every stop, which is necessary to keep quantum information safe over long distances.
  • The founding team and advisors include top quantum networking professors from MIT and UMD who have published over 150 peer-reviewed papers.
  • They have already shown that people want their products by selling early versions of their memory chips and scanners to quantum networking teams in 2025.
founder's note about traction
Qunett builds quantum repeaters and routers that secure today's critical networks and connect tomorrow's quantum systems. Our hardware distributes entanglement across existing fiber and satellite links, enabling encryption no computer can break. The same platform interconnects quantum computers and sensors across global distances, enabling the distributed quantum internet. The founding team includes world-leading experts in quantum networking, and the company has already secured over $6M in non-dilutive federal R&D funding, with hardware advancing toward satellite deployment.
founder's work & Education
University of Michigan, St. Mary's College of Maryland
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Bosonic
Quantum (Hardware)
Modules enabling scalable cloud-based quantum computing

Bosonic builds distributed quantum computers by connecting simple, highly stable ion trap processors over standard telecom networks. This approach makes quantum computing affordable and scalable, opening up access to a technology that is currently restricted by extreme costs and limited availability.

  • Instead of charging massive subscription fees or forcing users to wait in long queues, the company plans to offer cloud access for just $10 per qubit-hour.
  • The hardware relies on a modular design that links stable ion qubits with photons, meaning the system can easily grow by adding more modules rather than building entirely new machines.
  • Their trap design removes common maintenance issues that typically waste 80 percent of a quantum computer's runtime, resulting in a system that can run continuously for weeks.
  • The startup has already secured 15 letters of intent from various industries, including biotech, academia, and a multibillion-dollar financial services firm, and recently submitted a DARPA application with the Stanford Research Institute.
  • The founding team includes quantum physics and economics PhDs, as well as engineers who have already published the foundational research needed to build these specific network links.
founder's note about traction
We have 15 LOIs spanning quantum software companies, biotech startups, academics, and enthusiasts, a well as a multibillion-dollar financial services firm under NDA. The Stanford Research Institute approached us to participate in a DARPA X-Labs application, which was submitted last week.
founder's work & Education
The London School of Economics and Political Science (LSE), Hillsdale College Economics Department, Hillsdale College
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Verustruct
Robotics
Construction robots automating reinforced concrete walls

Verustruct builds compact robots and software that automate the construction of load-bearing concrete walls directly on building sites. This approach lowers the cost and time needed to build homes, helping to solve the housing shortage caused by slow and labor-intensive traditional construction.

  • The company uses small robots that climb the walls as they build them, which removes the need for large, expensive support frames.
  • Instead of inventing new materials, the robots work with standard concrete and existing supply chains, making it much easier to get building code approvals.
  • The technology can finish structural walls in days instead of months, cutting construction costs down to $100 per square foot compared to the traditional $162 average.
  • Customers design their buildings in a software platform that automatically checks for structural safety and turns the plans directly into robot instructions.
  • The team is led by a former SpaceX engineer and is setting up initial pilot projects in Southern California with about $10 million in soft commitments toward their seed funding.
founder's note about traction
We are pre-revenue, but demand is emerging through active pilot discussions with developers, municipalities, construction partners, and housing organizations across Southern California. We are defining initial ADU and low-rise projects, including a planned Santa Monica deployment, while validating the system at full scale. We also have ~$10M in soft commitments toward our $30M seed.
founder's work & Education
SpaceX, SUITX by Ottobock, Arx Pax, Princeton University, University of California, Berkeley, Yale School of Management
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KeeperSpace
Space
Space-domain awareness enabling autonomous orbital collision avoidance

KeeperSpace builds automated traffic control and collision avoidance systems for satellites in orbit. This infrastructure prevents catastrophic crashes that could destroy critical space assets and render entire orbits unusable for decades.

  • The number of satellites in space is skyrocketing, but operators still coordinate traffic manually using emails and outdated data formats from the Apollo era.
  • The company is creating an automated traffic control network for space, bringing the same safety standards to orbit that airplanes use to avoid mid-air collisions.
  • Their system combines space-based sensors with onboard software to give satellites the ability to automatically detect and dodge hazards.
  • This technology can spot tiny pieces of debris down to one centimeter and reduces the chance of a major space collision by up to 97 percent.
  • They already have two signed agreements worth over $8 million, plus active negotiations with major satellite operators and data providers.
founder's note about traction
Two signed LOIs: Operator 1 (74 satellites, ~$8M service value) , and Commercial Analysis Provider 1, our first platform partner on a revenue-share model. Two more are nearing signature or in negotiation: an established edge-AI-focused satellite operator and a major orbital data center provider - with additional operators in the pipeline.
founder's work & Education
Inner Space Property, Action Takers Publishing, Loft Orbital, Florida Institute of Technology, University of Central Florida
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Astral Space
Space

Astral Space provides in-orbit refueling services and builds in-space fuel depots to extend the lifespan of satellites and spacecraft. This prevents expensive space assets from becoming useless when their initial fuel runs out, allowing operators to keep generating revenue.

  • The company is building dedicated refueling spacecraft to service the more than 16,000 satellites currently in orbit.
  • Adding just one kilogram of extra fuel can create over $1 million in additional revenue for a single satellite.
  • Their long-term plan is to mine resources on the Moon to make fuel, which takes ten times less energy to deliver to Earth's orbit than launching it from the ground.
  • The startup already has strong early traction, including letters of intent from customers, an investor term sheet, and a demonstration mission planned for 2027.
  • The founder brings direct industry experience from Firefly Aerospace and Blue Origin, where they built critical rocket and cryogenic components.
founder's note about traction
LOI's in place with a couple customers, many ongoing conversations with several customers, working towards LOI's/Contracts. Working on a tech demo/pilot mission in mid/late 2027 to fly our own spacecraft and satellite refueling hardware. Have received soft commits and a terms sheet from an investor already.
founder's work & Education
Blue Origin, Firefly Aerospace, University of Colorado Boulder, Lamar University, Universitat Rovira i Virgili, Santa Reparata International School of Art (SRISA)
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Nilufer
Biotech

Nilufer engineers host animals to carry human pregnancies, providing a legal and scalable alternative to traditional human surrogacy. This approach allows people with viable frozen embryos to have genetic children without the massive costs and ethical hurdles of using a human surrogate.

  • Tens of thousands of viable human embryos are currently frozen because the parents lack a healthy womb to carry them, showing a clear demand for this service.
  • The company edits the genes of host animals, such as capybaras, so their immune systems accept a human embryo without ever altering the human DNA itself.
  • By relying on animal husbandry instead of human carriers, the cost of a surrogacy journey drops from over $150,000 to a much lower, predictable price.
  • Using animal hosts avoids the strict legal bans and complex ethical concerns that restrict commercial human surrogacy in many countries.
  • The team has already proven the concept by having a rat successfully give birth to a mouse, and they plan to generate early revenue by breeding engineered primates for pharmaceutical research.
founder's note about traction
The customers already exist and have already paid to get halfway there, tens of thousands of viable embryos sit frozen with no womb to carry them. They still pay for storage even though they don't have an healthy womb anymore. As a proof of demand we can look into commercial surrogacy industry which still runs at prices at $150k to 200k and despite the legal and ethical scrutinies.
founder's work & Education
AKSU LLC, Eyüp Anadolu Lisesi
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Chimera Bioscience
Biotech

Chimera Bioscience uses precision fermentation and a proprietary microbe to produce high-quality, natural pigments from cheap feedstocks. This sustainable approach replaces highly polluting manufacturing methods to create valuable dyes faster and cheaper than synthetic alternatives.

  • The company has already made $155,000 in revenue in under six months and has a $1.5 million pipeline of projects waiting for approval.
  • Their first target is the denim industry, and they are currently preparing for blue jean trials with three different manufacturers.
  • They own the rights to a unique microbe that makes natural pigments faster and cheaper than synthetic options.
  • The technology uses artificial intelligence to speed up development and needs five times less upfront money than current industry standards.
  • The founding team has over 15 years of experience in biotech and fermentation research, with a history of managing large budgets and hundreds of employees.
founder's note about traction
-Commercial traction with a potential beachhead opportunity at a large denim company. -Early revenue generated with a $1.5M+ commercial pipeline. -Extremely low-cost natural pigment platform enabled by a new technology. -Major technical breakthrough with our microbial strain; we own the core IP.
founder's work & Education
Conagen, Worcester Polytechnic Institute
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Airavata Bioengineering
Biotech
Sterilization device delivering rapid pathogen kill for instruments

AiravataBio builds portable, waterless sterilization devices that use UV-C light to clean surgical instruments in places without traditional infrastructure. This technology prevents deadly infections in field medicine, rural clinics, and military zones by providing hospital-grade sterility anywhere.

  • The main device replaces massive, water-heavy sterilizers with a lightweight machine that cleans surgical tools in just 90 seconds using only a standard power source.
  • It uses a specially shaped reflective chamber to bounce UV-C light onto every single surface of an instrument, solving the shadowing problem that causes other portable cleaners to fail.
  • The company is selling to the military first because the Department of Defense does not require FDA clearance, allowing them to make money years faster than a typical medical hardware startup.
  • They are funding their early work through government grants to keep ownership of the company, and the U.S. Air Force is already testing their prototype.
  • Beyond cleaning tools, they are building automated sensors that constantly check the air for biological threats to catch and stop outbreaks before they spread.
founder's note about traction
AiravataBio is reinventing the physical hardware of biodefense. FOCUS replaces the 400-lb, 60-gallon autoclave — unchanged for a century — with a sub-10-lb device that fully sterilizes surgical instruments in 90 seconds using no water and no external power, made possible by a breakthrough in ellipsoidal UV-C geometry that eliminates the shadowing every other portable sterilizer fails on. Our next product, Sentinel, applies the same first-principles approach to detection: autonomous, airborne pathogen identification using bacteriophages, nature’s own pathogen-hunters, to catch biological threats in minutes, not the days legacy systems take. Together they’re a new hardware stack for protecting people where infrastructure fails. We go to market military-first, the DoD requires no FDA clearance for active-military procurement, so we deploy and earn revenue while regulatory approval runs in parallel, driven by USAF Special Operations advisors and non-dilutive AFWERX/SBIR funding, then expand to rural clinics and hospitals.
founder's work & Education
Cyris, Stanford University, Huntsman Cancer Institute, University of Utah, Y Combinator, International Baccalaureate, West High School
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Dualys Bio
Biotech

Dualys Bio engineers programmable bacterial enzymes that act like CRISPR for proteins, cutting and destroying disease-driving proteins inside cells. This approach eliminates cancer targets that lack binding pockets and are completely unreachable by traditional pills or antibodies.

  • Instead of trying to bind to a specific pocket on a protein like traditional drugs do, this technology uses an enzyme to simply cut the target protein into pieces so the cell can clear it away.
  • Because the enzyme destroys its target and moves on to the next one, a single enzyme can eliminate many disease-causing molecules.
  • The company built a computational engine that filtered over 120,000 potential cutting sites down to 52 highly specific targets, ensuring the cuts actually disable the disease.
  • Their first major project focuses on prostate cancer by targeting the androgen receptor, providing a clear and testable path to prove the technology works.
  • While still in the early stages of lab testing, the company has already earned strong outside validation, including an invitation for an NSF grant, a DARPA presentation, and active interest from multiple venture capital firms.
founder's note about traction
We don't have paying customers or signed LOIs yet, which makes sense since the core assays haven't run in the lab. What we do have is real outside validation: NSF invited us to submit a full SBIR proposal, DARPA PENG selected us for a lightning talk at their Prosper Day, and two venture firms are actively doing diligence on us right now alongside CU Venture Partners. CDL has us in final interviews
founder's work & Education
Dualys Bio, Concordance Therapeutics, University of Colorado Boulder, Northeastern University, State University of New York at Plattsburgh
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Geodesic Labs
Biotech

TargetOS is a causal AI platform that maps gene networks using real patient data to discover and validate new drug targets. This approach predicts exactly how human cells will respond to a drug before clinical trials begin, preventing pharmaceutical companies from wasting billions of dollars on ineffective treatments.

  • Most drugs fail in clinical trials because they focus on the wrong biological targets, which wastes years of research and billions of dollars.
  • Standard AI models often fail because they only look for patterns, whereas this system uses cause-and-effect logic to see what actually happens when a specific gene is turned off.
  • The software is already proven to be 134% more accurate than leading AI models at predicting how genes will react to being silenced.
  • Instead of relying on public information, the company runs its own lab experiments on patient cells to build a private dataset that competitors cannot easily copy.
  • The founding team brings decades of experience from top biotech and AI companies, and they are initially focusing on psoriatic arthritis to fill a massive upcoming gap in the pharmaceutical market.
founder's note about traction
We're a pre-nomination therapeutic asset company, raising to secure our data moat. For a company like ours, there would be no LOIs, no revenue, no customer-side proof before the first wet-lab validation. What we know is that pharma is actively paying for causal perturbation biology as a category. This raise funds our first CRISPRi screen, the step that turns our thesis into our own asset.
founder's work & Education
Ori Biotech, Kingfisher plc, HN, University of Bristol, The University of Manchester
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Myriad Labs
Biotech

Myriad Labs creates biologically realistic microplastic reference materials to help scientists study how non-biological particles behave inside the human body. By providing standardized fragments made from real plastic, the company enables accurate research into the health impacts of plastic exposure and its link to chronic diseases.

  • The company already has paying customers, with over 15 research labs actively using their product and early commercial sales closed before raising funding.
  • Instead of making artificial plastic spheres, they grind up real plastic to create realistic test materials that scientists can easily track using fluorescence.
  • They secured a major partnership with Fisher Scientific, giving them access to over 1,200 sales reps to distribute their product to thousands of labs without hiring their own sales team.
  • When researchers use these standard materials in their experiments, they have to keep reordering them for future studies, creating a reliable stream of repeat customers.
  • While they are starting with microplastics, the underlying technology can eventually be applied to study other environmental hazards like wildfire smoke or even help design new nanoparticle medicines.
founder's note about traction
We generated $2,500+ in commercial sales pre-funding, serving 10+ paying labs. 15+ labs are using RealNP™, including Thermo Fisher Scientific scientists authoring a joint tech note with us for distribution to their customers and collaborators. Fisher Scientific waived its standard revenue requirement to onboard RealNP™ as a Preferred Partner, enabling promotion through 1,200+ field sales reps.
founder's work & Education
University of California, San Francisco, Buck Institute for Research on Aging, University of Illinois Urbana-Champaign, Sogang University
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Lab 91
Chips

Lab 91 is a fabless semiconductor company that creates ultra-thin, atomic-scale chips using 2D materials to replace traditional silicon. This technology breaks through current physical limits to power the next generation of high-speed AI data centers, 6G networks, and satellite communications.

  • Traditional silicon chips are hitting a physical wall because they cannot shrink much further, making new atomic-scale materials necessary for future progress.
  • While other companies are stuck in research labs using high-temperature methods, Lab 91 uses a low-temperature process that easily fits into existing chip factories.
  • Their first product is a wireless switch that is ten times better than current options and natively supports the high frequencies needed for future 6G and space communications.
  • The company is working directly with major semiconductor design teams and data centers to solve urgent power and speed limits in next-generation optical connections.
  • The leadership team combines top university scientists with experienced industry executives who have a proven history of running major chip manufacturing plants and leading government research programs.
founder's note about traction
Our commercial and technical traction in the 3.2 Tbps space centers on direct architectural engagement with Tier-1 semiconductor design teams, hyperscale infrastructure leads, and foundational ecosystem partners who are facing an acute bandwidth-per-watt wall at next-generation interconnect speeds. We are also spearheading major 2D programs for DOE Genesis and NSF.
founder's work & Education
The University of Texas at Austin, Microsoft, Boeing
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Molten Dynamics
Chips
Systems enabling high-density AI hardware cooling

MoltenDynamics builds advanced cooling systems that use liquid metal and electromagnetic pumps to pull heat away from high-power AI chips. This technology removes heat much better than traditional water systems, allowing data centers to run denser, higher-performing servers without switching to complex cooling setups.

  • The system uses liquid metal that is 100 times more thermally conductive than standard coolants, removing heat 4.5 times better than current water-based systems.
  • It moves the liquid metal using electromagnetic pumps that have no moving parts, which increases reliability and reduces maintenance.
  • By offering high cooling capacity in a standard cold plate design, it allows companies to avoid the expensive transition to complex immersion or two-phase cooling infrastructure.
  • The company is already in technical due diligence with four massive tech companies and has joint development agreements with three global leaders in hyperscale systems and autonomous mobility.
  • The leadership team has deep experience in thermal hardware, having previously built, scaled, and successfully sold multiple technology startups.
founder's note about traction
We build advanced cooling systems that use liquid metal, 100x more thermally conductive than PG25, and electromagnetic pumps to pull heat away from high-power AI chips. Our closed-loop design removes heat significantly more effectively than water, unlocking multiple times higher power density without requiring a shift to complex two-phase or immersion systems. Because it installs like a traditional cold plate, we offer chipmakers, system integrators, and hyperscalers a drop-in upgrade that boosts reliability and performance without major facility retrofits.
founder's work & Education
Punch!, Khronos, Phononic, University of Wyoming, Regis University
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TrelliSense
Climate (Hardware)
Emissions monitoring using open-path lasers quantifying methane

TrelliSense builds affordable, highly precise laser sensors that continuously monitor industrial sites for methane leaks. This technology helps companies quickly find and fix leaks, which saves them money by capturing lost gas while significantly reducing harmful greenhouse gas emissions.

  • The company has grown four times over the past two years and has successfully converted all of its early pilot customers into larger contracts across multiple sites.
  • Instead of relying on satellites that miss small leaks or expensive manual camera inspections, these solar-powered lasers run continuously to detect tiny amounts of methane from hundreds of meters away.
  • The service pays for itself quickly, as finding just one major gas leak can cover the cost of an entire year of monitoring.
  • The platform is sold based on its direct financial benefits rather than just meeting regulations, because capturing lost gas directly increases revenue for operators in waste, agriculture, and energy.
  • The founding team brings decades of experience in physics, chemistry, and hardware engineering from national laboratories and leading energy companies.
founder's note about traction
Deployed on 8 (paid) sites, with ~30 sites (and counting) secured and waiting for our sensors. All of our pilots so far have successfully converted, including our first two pilot customers expanding with us to 10+ sites each. Customers span oil & gas, landfills, wastewater, coal and ag, and we are outperforming competition in every application. Best in class data/results will soon be public.
founder's work & Education
Realize 2050, Arculus Solutions, Inc., Northwestern University - Kellogg School of Management, Middlebury College
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Cabomba
Climate (Hardware)

Cabomba creates a nanomaterial coating for HVAC filters that captures particles using molecular attraction instead of physical blocking. This allows data centers to maintain high air quality while cutting the energy needed to push air through filters by up to 80 percent.

  • The technology achieves 99.9 percent particle capture with about one-sixth the air resistance of standard filters.
  • A standard 50-megawatt data center can save over 2.5 million dollars a year on energy, paying back the slightly higher cost of the filters in just two to three months.
  • The company already has an issued US patent and has successfully proven the coating works on standard sheet-size filters with a major manufacturer.
  • Instead of licensing the technology, they plan to use a supply partnership model where they earn a fee for every unit sold by equipment manufacturers.
  • While starting with data center air systems, the core technology can eventually expand into liquid cooling, semiconductor water purification, and industrial wastewater.
founder's note about traction
Pre-revenue at TRL 5: issued U.S. patent (No. 12,654,135 B2), 99.9% particle capture at roughly one-sixth the pressure drop of conventional high-efficiency filters. Data centers are the natural beachhead — they can't compromise on filtration, yet conventional high-efficiency filters drive some of their largest operating costs with future growth areas in industrial filtration arena.
founder's work & Education
Soft Matter Association of the Americas, Woxsen University, USRA, University of Illinois Chicago, Jadavpur University
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Aether
Defense

Aether builds low-cost, autonomous cruise missiles designed to swarm and destroy enemy air defenses. This approach protects human pilots and provides the military with an affordable, long-range solution to overwhelm expensive radar systems.

  • The missiles use a single airframe design with three interchangeable payloads for decoy, electronic warfare, and strike missions, keeping the cost per unit under $250,000.
  • The founder has already built a working prototype of the anti-radar seeker for just $1,500, proving the core technology can be made cheaply without relying on expensive off-the-shelf parts.
  • The company runs a custom software environment that simulates missile swarms attacking modern air defense batteries to train the machine learning models that will guide the weapons.
  • While many defense startups are building cheap drones for standard strike missions, the market for low-cost missiles specifically designed to hunt enemy radar is completely wide open.
  • The self-funded founder brings direct experience from the defense industry, having previously built the sensing and perception systems for a military laser designed to shoot down drones.
founder's note about traction
Entirely self-funded so far. Aether ha s a prototype radar-homing seeker, blue prints,  parts list, unit cost, and some suppliers lined up. We also have a python environment that runs the swarm against a modern air defense battery. I've used it to train machine learning models and test how the missile.
founder's work & Education
Aurelius Systems, Zest AI, GainGuard - Join The Safe Side, Chapman University, Crossroads School for Arts & Sciences
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Kamikaze motors
Defense
Drone motor production improving US military supply chain

Kamikaze Motors manufactures soft magnetic composite drone motors entirely free of Chinese components to supply the US military. This provides a domestic source for drone parts ahead of upcoming regulations that ban Chinese motors from the defense supply chain.

  • The US Army wants over one million drones, but upcoming regulations will ban Chinese motors by August 2026, creating a large gap in the supply chain.
  • Current American-made motors cost over $600 compared to Chinese alternatives that cost under $30, but this new manufacturing approach targets a cost of $300 per motor.
  • Instead of the slow, traditional method of stamping and stacking steel sheets, they press powder into a solid motor core in a single step to reduce manufacturing complexity.
  • The entire motor is built without any Chinese parts, relying instead on materials like copper, magnets, and bearings sourced from the US, Japan, and Europe.
  • The founding team brings hardware and engineering experience from major companies like Tesla, Cisco, and Baxter, and they have already built a working prototype in their garage.
founder's note about traction
Working on US motor supply chain! We have built a soft magnetic composite motor in our garage that reduces the cost and manufacturing complexity of drone motors. We do not have LOI's yet and we are working towards getting on Drone dominance program approval list.
founder's work & Education
Our Next Energy (ONE), University at Buffalo, Harvard Business School Online
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Knossos Grid
Defense
RF sensing mesh network enabling persistent EW visibility

Knossos Grid builds a deployable, decentralized radio frequency mesh network that provides persistent regional monitoring and real-time intelligence. This system gives defense and government operators immediate ground truth to detect and track electronic warfare threats that traditional, fragmented tools often miss.

  • The founding team combines deep technical and regional expertise, led by a CEO who has secured over $140 million in trans-Pacific deals and a Chief Growth Officer with 24 years of special operations communications experience.
  • Instead of relying on scarce and expensive platforms, the company uses a distributed network of standardized cells to detect, locate, and identify radio signals across wide areas.
  • The technology provides always-on coverage at the edge, overcoming the short flight times of aircraft and the slow update rates of satellites.
  • Active discussions are already underway for a paid three-node pilot deployment in the First Island Chain.
  • While initially focused on defense and military intelligence, the core technology can easily expand into civilian markets to protect airports, ports, and energy infrastructure from drone threats.
founder's note about traction
Government customers in Taiwan, Japan, and the U.S. have consistently told us the same thing: “We need ground truth, quickly.” Their current RF-awareness tools are fragmented, mission-specific, and often too slow for real-time decisions. Those requirements directly shaped Knossos Grid: a deployable, decentralized RF mesh for persistent regional monitoring and actionable intelligence. Demand spans
founder's work & Education
T-Dome Labs, Astranis Space Technologies, Columbia University, National Taiwan University
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Ender Technologies
Defense

EnderTech builds a real-time simulation platform that combines live sensor data with digital terrain to visualize invisible electromagnetic signals for modern warfare. This allows the military to seamlessly connect training, planning, and live operations in a single environment.

  • Current military maps are flat and fail to show invisible signals like radio waves, so this software creates an accurate model of these hidden networks.
  • The company has already brought in over $220,000 in revenue and grants, and is on track to close a large prototype deal with the Army later this year.
  • The team spent three years building the software alongside the U.S. Army Cyber School and conducted over 300 interviews to ensure it meets the exact needs of soldiers.
  • They recently beat major defense contractors in a government simulation contest, proving their technology outperforms the clunky systems currently used by the military.
  • The founders are experienced engineers and former military program managers who have worked at top defense companies and government innovation units.
founder's note about traction
We’ve generated $220K+ in commercial revenue and grants, validated demand through 300+ customer interviews and 50+ DoW demonstrations, and spent three years developing with the U.S. Army Cyber School. After evaluating our product, the 2ID created a division-wide adoption plan and is working to convert into a 7 figure prototype OTA later this fall.
founder's work & Education
Ender Technologies, NSIN - National Security Innovation Network, Lockheed Martin, University of Florida, University of Central Florida
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Zero
Hardware

Zero builds an AI smart ring that records both in-person and online conversations to automatically generate notes, summaries, and follow-up tasks. This helps professionals capture important details and remember past interactions without the distraction of manual note-taking.

  • The company has strong early demand with over 10,000 people on their waitlist, $40,000 in hardware pre-orders, and strategic talks with major companies for large bulk orders.
  • They sell the ring for $99 and pair it with a monthly subscription, creating a strong business model with 85% gross margins.
  • The device relies on a custom voice model designed to accurately capture speech in loud, messy real-world environments across more than 99 languages.
  • Their main growth strategy focuses on in-person sales at conferences and workshops, which turns attendees into paying users at a very low cost.
  • The founding team has a proven track record, having previously built products that reached over 250,000 users and resulted in three successful company exits.
founder's note about traction
In the past month, we've grown our waitlist to over 10,000 people, $40k in ring pre-orders, in strategic talks with google and events.com to acquire large batch of rings (1k+).  Our main distribution channel is in-person selling at conferences & at workshops. Raising $3M SAFE @ $20M Valuation. We've got $500k committed, in talks with Dell Ventures, 1521 Capital & Tristan Pollock (Angel).
founder's work & Education
Decibel, KaChing! [Acquired by Aptos], Downside School
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Forg3D
Hardware

Forg3D builds and operates software-driven digital forges that 3D print large, critical metal parts in days instead of months. This approach replaces slow, traditional foundries with compact manufacturing cells, allowing industries like aerospace and defense to quickly source strong metal components onshore.

  • The company already has a working factory in the UK that has completed $500,000 in paid projects for aerospace, defense, and energy clients.
  • Instead of waiting over 30 weeks for traditional metal casting, these digital cells print complex metal parts in days while wasting 60 percent less raw material.
  • They solved a major problem with 3D printing metal by controlling how the material heats and cools, creating titanium parts that are stronger than industry standards without needing extra processing.
  • Rather than selling the printers, they operate the machines themselves and place them directly inside customer factories, which keeps their technology and data secure.
  • The founding team includes six experts with deep experience in metal 3D printing and robotics who have successfully built and launched this exact type of technology together before.
founder's note about traction
Factory ALPHA in Sheffield is operational, with three Wire-DED cells running and a fourth ordered. We have completed approximately £500k of paid work across aerospace, defence, space and energy, with a further £400k qualified pipeline. We are also developing one forward-deployed pilot, with four more opportunities in discussion. Building on this UK traction, Forg3D is now expanding into the US.
founder's work & Education
EWOR, Glenalmond Technologies, Whatbook, Bentley University, University of St Andrews
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PhotonDx
Materials

PhotonDx builds small, machine learning-powered optical sensors that provide continuous, real-time molecular measurements outside of traditional laboratories. This allows industries like biopharma and healthcare to monitor critical processes instantly instead of waiting for slow and expensive lab results.

  • The platform combines advanced optical physics, custom materials, and artificial intelligence to read complex molecular signals within a very small device.
  • Instead of sending samples to a lab and waiting for experts to interpret them, these sensors offer instant, non-stop monitoring right where the action happens.
  • The company is starting by helping biopharmaceutical companies track their manufacturing processes in real time, with plans to expand into healthcare diagnostics and environmental tracking.
  • The business model relies on selling the physical sensor hardware and charging a recurring fee for the software that analyzes the data.
  • The founder is an Oxford researcher with ten years of experience in nanophotonics and biosensors, and the company is currently raising $2 million to build its first prototype and test it with customers.
founder's note about traction
Pre-seed technical validation stage. We have identified strong demand for continuous molecular measurement where current solutions are laboratory-bound, slow, and expensive. Our founder’s expertise in optical biosensors, nanophotonics, and physics-informed ML supports the technical opportunity. We are building our first prototype and preparing for customer validation with biopharma partners.
founder's work & Education
KTA (Sarawak) Sdn Bhd, University of Oxford, Imperial College London, Cardiff Sixth Form College, Mater Spei College
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Versa Materials Technology
Materials

Versa Materials Technology produces cathode active material for lithium-ion batteries using a streamlined spray-pyrolysis process. This approach creates a fully domestic supply chain that breaks the industry's heavy reliance on Chinese imports while significantly lowering production costs.

  • Their unique spray method cuts the manufacturing process from 14 steps down to 6, which drops equipment costs by half and production costs by 40 percent.
  • The process creates zero wastewater and completely removes the need to buy precursor materials from China.
  • A single factory line can produce several different types of battery chemistries simply by changing the metal mixture they put into the system.
  • They already have strong customer interest, including three signed agreements worth about $14 million a year and an active technical project with General Motors.
  • The leadership team includes a former Tesla engineer who helped design North America's first commercial cathode plant and a chief scientist with over 25 years of battery research experience.
founder's note about traction
Versa makes cathode active material - roughly 40% of a lithium-ion cell's cost, and ~90% China-supplied today - for a 100% domestic battery supply chain. We use a spray-pyrolysis process to replace traditional co-precipitation: 14 process steps down to 6, ~50% lower CapEx, ~40% lower conversion cost, zero process wastewater, and no China-sourced precursor (PCAM) step. Because the route runs any metal salt that can be brought into solution, a single line produces multiple cathode chemistries, including NMC, LFP, and LMR. We acquire customers by sampling: direct outreach to cell makers and OEMs, NDA, then 500 g to multi-kg engineering samples they build into their own cells, with validated material converting into LOIs and qualification programs. That motion has produced three signed LOIs (~590 t/yr, ~$14M/yr), an active technical program with GM, and a request from a DoD-focused cell maker to serve as their Phase I domestic cathode supplier on an Air Force program.
founder's work & Education
Tesla, Samsung Austin Semiconductor, ExxonMobil, Texas A&M University
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Precision Heart AI
Medtech (Hardware)
founder's note about traction
A pre-revenue, fully developed EKG system that uses proprietary beat-to-beat analysis rather than standard waveform morphology interpretation.  Because the sensitivity and specificity are 76% and 88%, respectively, vs 34% and 51% for a standard EKG, we can detect issues much earlier.  With early detection, treatment occurs sooner and lowers costs in the high-cost, exploding health care industry.
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CollectedAI
Robotics
Garment automation improving supply-chain resilience and cost efficiency
founder's note about traction
Proof of demand comes from three things. Our Vietnam factory goes operational Oct 1st and becomes revenue-generating like a traditional factory, feeding our robots real production data. Nike expects $1.5B in tariff costs this year, and average U.S. apparel tariffs have hit 35.1%. Our Brand Lead, former SVP at Tommy Hilfiger and Calvin Klein, personally vouches for this demand.
founder's work & Education
Susseles Philanthropies, Inc., Data Annotators, Balmoral Funds, UCLA, York Prep
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Obotiq
Robotics
Care robots handling non-clinical tasks in facilities

Obotiq builds autonomous care robots that handle routine, non-clinical tasks in senior living facilities so caregivers can focus on actual patient care. This helps solve severe staffing shortages and reduces caregiver burnout as the aging population rapidly increases.

  • The robot, named Gracie, frees up to 45% of a caregiver's workload by answering call lights, delivering items, and doing wellness checks.
  • It cuts resident wait times by up to 75%, dropping response times from over 12 minutes to about 3 minutes, while costing significantly less than human staff.
  • The team moves incredibly fast, building three working prototypes in 90 days and securing a paid pilot in under six months.
  • During live testing in a real facility, the robot achieved nearly 99% task completion and room accuracy with zero safety incidents.
  • They offer the robots as a service, with a $4,000 build cost and $1,000 to $3,000 monthly pricing, meaning the hardware pays for itself in about four months.
founder's note about traction
Obotiq is building robots to reduce caregiver burnout, starting with senior living, where our robots handle routine non-clinical tasks so caregivers can focus on providing care. Our core breakthrough is combining autonomous navigation, conversational AI, and workflow automation into a robot that can integrate into care communities and operate in real-world environments. We're acquiring customers through direct outreach, industry partnerships, pilots that convert into paid deployments, and referrals and inbound interest from operators who see our robots in other communities.
founder's work & Education
Obotiq, Hyrel Technologies, Dhirubhai Ambani Institute of Information and Communication Technology, Arizona State University, Dhirubhai Ambani University
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CISGAM
Space
founder's note about traction
We are pre-revenue but have progressed to formal commercial and government validation. We have an executed LOI with our flight partner for potential purchases after a successful demonstration on Transporter-20, plus a signed MOU for future integration and procurement. A DARPA EEI award further validates demand for propulsion that enables more maneuverable and autonomous satellites.
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Sagitta Borealis Systems
Space

Sagitta Borealis Systems builds low-cost, 3D-printed electrospray thrusters and custom nanoparticle propellants for small satellites. This technology gives massive satellite networks the reliable, lightweight propulsion they need to stay in orbit and safely de-orbit without taking up too much space or power.

  • Instead of taking months and costing thousands of dollars, the company can 3D print and test new thruster designs in just a couple of hours for about two dollars.
  • The system runs on a custom-engineered fluid filled with nanoparticles, which replaces the outdated chemical liquids traditionally used in space.
  • The startup has already secured letters of intent from the Air Force Research Lab and the Naval Research Lab, proving early demand from major government players.
  • They are backed by a $1 million DARPA grant and a $100,000 Activate fellowship, and they hold two provisional patents for their hardware and fuel.
  • Before launching into space, they plan to sell a standardized $10,000 test version of their thruster to research labs to bring in early revenue and gather direct feedback.
founder's note about traction
We are an early-stage deep tech startup. We have an LOI supporting the foundation of the company from AFRL and NRL. The product has been demonstrated and validated at NRL (through the university grant work). Our company currently does not have lab space, but we are working to get lab space in the NYC area. We have $100k nondilutive from Activate fellowship and are working to apply for SBIRs.
founder's work & Education
Cornell University, MIT Lincoln Laboratory, Air Force Research Laboratory
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