Adam Silverschotz

While nature took billions of years to perfect molecules, we are harnessing AI to unlock trillion-dollar materials breakthroughs in months, not millennia. Our founding team is the most cited in the world, comprised of world-class researchers in AI, chemistry and engineering. Were on the cusp of the on-demand materials era. Join us.

Vulcan Elements is changing the way we power the next generation of aerospace, defense, and critical technologies, securing supply chains and enhancing resilience for partners across industries.

Defense Unicorns specializes in platform technologies that enable rapid and reliable delivery of capabilities across a wide range of mission and technology areas. We support open architecture platforms for secure mission systems that provide optionality for the end user, promote scalability, and allow for continuous identification and integration of new products and services while avoiding vendor lock. Our open approach creates partnership opportunities across the software ecosystem. Our people are innovators, software engineers, and veterans with decades of experience delivering technology programs across DoD and the broader federal market. Lets drive change together. Get in touch at hello@defenseunicorns.com

Comfy is the worlds leading workflow engine for visual AI. Powered by ComfyUI, the open-source platform trusted by 4 million creators across 118,000+ GitHub stars and 60,000+ community-built nodes, Comfy gives creative and technical teams complete control over every model, every parameter, and every output. From independent artists to enterprise studios, professionals at Amazon Studios, Apple, Netflix, Nike, Ubisoft, and Pixomondo trust Comfy to power their AI-driven pipelines across VFX, animation, advertising, gaming, and eCommerce. Comfys node-based canvas makes every AI decision visible, inspectable, and reproducible. No black boxes, no locked ecosystems. Whether you run workflows on your own hardware with Comfy Desktop, deploy at scale with Comfy Cloud, or integrate directly with Comfy API, you own the output. Backed by $47 million in total funding at a $500 million valuation, with investors including Craft Ventures, Pace Capital, and Chemistry.

Erebor is a nationally chartered bank built for the next century of American innovation.

Unconventional AI is rethinking the foundations of a computer to optimize energy efficiency for AI. Founded by experts in AI systems, analog circuits, computing theory, and neuroscience, we are bringing biology-scale efficiency to artificial intelligence.

Founded by data industry veterans and backed by LinkedIn, DataHub enables organizations to deploy AI in production through an enterprise-grade metadata platform handling 3M+ PyPI downloads monthly. Leveraging our extensible metadata graph architecture with lineage-driven compliance and API-first design, weve built a unified system for technical teams requiring production-grade discovery, observability, and governance. Our dual solutions—open-source DataHub Core and fully-managed DataHub Cloud—provide what enterprises need for continuous AI & data asset management at scale. DataHub is a unique solution in this space with the following key differentiators: * Scalability: DataHub offers best-in-class enterprise-grade scalability in connecting to over 80 data sources, offering an embeddable connector framework, and ingesting large volumes and high velocity of metadata. * Extensibility: DataHub’s highly extensible metadata model offers easy flexibility in adapting to an organization’s unique data landscape, entities, relationships, ownership, and custom metadata descriptors. * Completeness: DataHub Cloud’s unified platform adds AI-based enhancements and automations for discovery & understanding, quality management, and collaborative governance, allowing users to confidently use and manage data and AI assets. * Ease of Adoption: Customers of DataHub benefit from the joint innovation, peer support, and growing skill base of an energized community of over 13,000 DataHub practitioners. Its user-friendly interface has a powerful and intuitive design, making it easier for users to navigate and utilize its features without extensive training. The managed service of DataHub Cloud offers dedicated support, improved performance and availability, and secure deployment options to ease adoption across an enterprise. For engineering teams deploying AI in production, DataHub delivers unified metadata infrastructure across all AI & data assets with enterprise-grade performance.

The definitive platform for news, analysis and intelligence software that state leaders, policymakers and engaged citizens rely upon.

Dream is a pioneering AI cybersecurity company delivering revolutionary defense through artificial intelligence. Our proprietary AI platform creates a unified security system safeguarding assets against existing and emerging generative cyber threats. Dreams advanced AI automates discovery, calculates risks, performs real-time threat detection, and plans an automated response. With a core focus on the "unknowns," our AI transforms data into clear threat narratives and actionable defense strategies. Dreams AI cybersecurity platform represents a paradigm shift in cyber defense, employing a novel, multi-layered approach across all organizational networks in real-time. At the core of our solution is Dreams proprietary Cyber Language Model, a groundbreaking innovation that provides real-time, contextualized intelligence for comprehensive, actionable insights into any cyber-related query or threat scenario.

Atomic Machines is on Earth to radically advance humanity’s command over matter. Our mission is real-time bits-to-atoms manufacturing of anything at any scale, and to that end, we’re developing an entirely new digital micro-device manufacturing platform that is going to redefine how things are made, and do so while simultaneously enabling the rapid creation at any scale of new classes of machines – think medical micro-robotics, true lab-on-chip microfluidics, tunable antennas, ultrafast high-power and high-frequency RF switching devices and many more. The first device we are building with our platform has exceptional large-scale product/market fit and commercial traction, and we are pushing hard to share it with the world.

At Aerolane, we are building a new logistics method, delivering shipments as fast as same-day and as affordably as the cost of ground. Our proprietary technology unlocks aircraft capacity making every cargo flight more productive, efficient, and sustainable. Founded in 2021, our experienced team brings decades of logistics and aviation industry experience to serve government, commercial and defense customers through fast, affordable middle mile air logistics services and direct technology sales.

Automata was founded with a clear aim: to unlock human potential with automation. Through our collaboration with some of the world’s leading pathology labs, we’ve developed the most comprehensive lab automation platform on the market. By simplifying environments and empowering people, Automata enables labs to scale with precision and creates new opportunities for scientists to accelerate innovation.

CHAOS Industries is redefining modern defense with a multi-product portfolio that gives the ultimate advantage—domain dominance. CHAOS Industries’ products are powered by Coherent Distributed Networks (CDN™), empowering warfighters, commercial air operators, and border protection teams to act faster, adapt rapidly, and stay ahead of evolving threats.

Vsim is a multi-physics simulation research and deployment company. Our team builds the best simulation engine that delivers accurate and scalable physics-based simulations in real-time. Our team develops novel and proprietary ML models that allow our partners to create and accelerate their simulations using Vsim as an execution engine. Our technology is used for VFX & animation studios, robotics teams or for reinforcement learning, to mention just a few of the applications.

Ubicquia revolutionizes critical infrastructure, transforming it into intelligent systems that drive energy efficiency, bolster grid resilience, and streamline operations for utilities and municipalities. Harnessing the power of advanced analytics and AI, Ubicquia processes over 2 billion data points daily, providing insights to optimize the management of streetlights, distribution transformers, and utility poles. Its cutting-edge platforms—featuring sensors, software, and seamless connectivity—are deployed in more than 800 cities and integrated with top-tier manufacturers of streetlights, transformers, and public safety solutions. Ubicquia is headquartered in Florida. Discover more at www.ubicquia.com. Sign up for our corporate, "Lets Talk" newsletters here: Cities/Public Safety: https://bit.ly/3Rtjnmi Utilities: https://bit.ly/3LoIMd0

While nature took billions of years to perfect molecules, we are harnessing AI to unlock trillion-dollar materials breakthroughs in months, not millennia. Our founding team is the most cited in the world, comprised of world-class researchers in AI, chemistry and engineering. Were on the cusp of the on-demand materials era. Join us.

Vulcan Elements is changing the way we power the next generation of aerospace, defense, and critical technologies, securing supply chains and enhancing resilience for partners across industries.

Defense Unicorns specializes in platform technologies that enable rapid and reliable delivery of capabilities across a wide range of mission and technology areas. We support open architecture platforms for secure mission systems that provide optionality for the end user, promote scalability, and allow for continuous identification and integration of new products and services while avoiding vendor lock. Our open approach creates partnership opportunities across the software ecosystem. Our people are innovators, software engineers, and veterans with decades of experience delivering technology programs across DoD and the broader federal market. Lets drive change together. Get in touch at hello@defenseunicorns.com

Comfy is the worlds leading workflow engine for visual AI. Powered by ComfyUI, the open-source platform trusted by 4 million creators across 118,000+ GitHub stars and 60,000+ community-built nodes, Comfy gives creative and technical teams complete control over every model, every parameter, and every output. From independent artists to enterprise studios, professionals at Amazon Studios, Apple, Netflix, Nike, Ubisoft, and Pixomondo trust Comfy to power their AI-driven pipelines across VFX, animation, advertising, gaming, and eCommerce. Comfys node-based canvas makes every AI decision visible, inspectable, and reproducible. No black boxes, no locked ecosystems. Whether you run workflows on your own hardware with Comfy Desktop, deploy at scale with Comfy Cloud, or integrate directly with Comfy API, you own the output. Backed by $47 million in total funding at a $500 million valuation, with investors including Craft Ventures, Pace Capital, and Chemistry.

Erebor is a nationally chartered bank built for the next century of American innovation.