Top Arlington, VA Machine Learning Companies (13)
Since our founding in 2019, Vannevar Labs has been building software for the country's most critical national security problems. We believe our military service members and intelligence officers deserve access to the best technology American innovation can offer, and we are building great products for this mission. Our founders have 30 years of combined experience across national security, government sales, CIA, In-Q-Tel and the DoD. We're supported by a number of VCs, including Felicis, DFJ Growth, Point72, Costanoa, and General Catalyst.
MORSE is a specially selected team of scientists, engineers, and software developers who use asymmetric and unconventional approaches to deploy practical solutions that solve difficult multi-disciplinary problems faced by the US National Security Ecosystem.
The space enterprise has been transformed by rapid change and growth. New vehicles for national security space, a more rapid launch cadence, proliferated satellite constellations, the pursuit of interplanetary exploration, and thriving commercial ventures are changing the nature of the space industry. The Aerospace Corporation (Aerospace) is a leading architect for U.S. space programs, shaping efforts to outpace threats to our national security while cultivating the technologies needed to further this new era of space commercialization and exploration. Aerospace works across the space enterprise in service of the public interest. In addition to supporting the Department of Defense and the Intelligence Community, our customers include NASA, NOAA, numerous federal agencies, and commercial space — all of whom benefit from our deep technical knowledge. We only pursue business related to the space mission and complementary fields, operating as the nation’s trusted partner to solve the toughest challenges and develop reliable and innovative technologies. Innovation in space occurs when people have the freedom to imagine and do. At Aerospace, we take pride in our readiness to solve some of the most complex challenges in the space enterprise.
STR makes the world a safer place by developing technology and applying it to solve emerging national security challenges.
Cavnue is building smart roads for smart vehicles, and future-proofing the nation’s roadways. The interstate highway system defined mobility in the second half of the 20th century. Now, transportation is changing again. Mobility in the 21st century will be defined by intelligent, connected, and autonomous vehicles and while billions have been invested into developing in-vehicle technologies, only a small fraction has been spent on developing infrastructure to support and enhance advanced roads. We are the first company of its kind focused on designing dedicated roadways for CAVs, combining technology and road infrastructure to unlock the full potential of these vehicles. Ultimately, it is our company’s vision that drives our work: to build supportive infrastructure that will ensure safer roads, fewer casualties, reduced traffic congestion, and increased traffic efficiency. We are building the future of roads through innovation and collaboration with major vehicle manufacturers, road operators, and government. We believe collaboration on smart roadways and connected infrastructure is crucial to the success of a vehicle manufacturer-neutral technology platform that helps scale vehicle autonomy at all levels on public roads safely. In August 2020, we were selected by the State of Michigan to serve as the Master Developer for the nation’s first CAV Corridor. The initial deployment, which spans over 25 miles, will connect two major metros in Southeast Michigan and will eventually lead to a state-wide network. Since then, we have signed multiple letters of intent with leading road operators to pursue enabling infrastructure for passenger and freight CAVs. In April 2022, we closed our Series A capital investment round at $130 million to continue scaling the nation's first network of CAV corridors. Lead investors in the round were Ford Motor Company and Sidewalk Infrastructure Partners with additional investment from Openvia and Landstar—bringing together a leading global automaker, road operator, and freight logistics provider to invest in the future of roadways.
Recorded Future is the world’s largest threat intelligence company. Recorded Future’s Intelligence Cloud provides end-to-end intelligence across adversaries, infrastructure, and targets. Indexing the internet across the open web, dark web, and technical sources, Recorded Future provides real-time visibility into an expanding attack surface and threat landscape, empowering clients to act with speed and confidence to reduce risk and securely drive business forward. Headquartered in Boston with offices and employees around the world, Recorded Future works with over 1,800 businesses and government organizations across more than 75 countries to provide real-time, unbiased and actionable intelligence. Learn more at recordedfuture.com.
i360 sits on the bleeding edge of technology, delivering innovative products and services through the strategic use of data, software, and analytics. Bringing together this unique set of data science, marketing, and analytical capabilities, i360 drives innovation and results for our clients in both the political and commercial spaces. Many of i360’s products are powered by an extensive database of 290+ million consumers and voters, enabling our clients to predict behavior and ultimately deliver true data-driven strategies with individual-level insights. Using predictive modeling and state-of-the-art grassroots tools, i360 helps candidates and issue advocacy organizations target the right individuals with a strategy guaranteed to make an impact whether at the local, state, or national level. Applying the same principles of advanced data science to solve real-world business needs, i360 has helped our clients optimize operations, anticipate market trends, improve supply chain and logistics efficiencies, understand their customers and much more. At i360, it’s our goal to help our clients understand and leverage data to its full potential, taking it from informative to actionable for results they can count on.
Dataminr -- long recognized as one of the world’s leading artificial intelligence (AI) startups -- puts real-time AI and public data to work for our customers, generating relevant and actionable alerts for thousands of users working in more than 100 countries for hundreds of client organizations--spanning global corporations, public sector agencies, NGOs, and newsrooms. As 2020 taught us, the unexpected can occur anywhere, at any time, radically affecting the health and safety of people and business operations. Real-time data is crucial for enhancing organizational agility, sustaining business continuity, and responding with speed and confidence. This is especially true as the landscape of public data sources expands and diversifies, spanning social media, information sensors, blogs, and the deep web. Dataminr processes billions of data units daily from 100,000+ public information sources in 100+ languages and in multiple formats -- including text, images, video, sound, and public sensor data. We use many different AI/ML techniques and methods such as natural language processing, understanding, and generation; computer vision; audio processing and classification, and anomaly detection on machine-generated data streams. Dataminr continuously trains its AI models on an accumulated 10-year archive of trillions of public data units and over 100 million critical local, national and global events while the company’s numerous AI models are all built, trained, and continuously updated by a team of data scientists, engineers, and researchers. In alignment with our belief that AI and real-time data should be a force for good, we forged a partnership with the United Nations in 2019, at the AI for Good Summit in Geneva. The partnership equips thousands of UN personnel with Dataminr’s First Alert. The initiative boosts the UN’s utilization of cutting-edge technology and provides their agencies and personnel with the earliest possible indications of emerging crises, accelerating humanitarian response efforts around the world. Since 2009, Dataminr has brought to market products that our clients find essential to make better-informed decisions, and effectively respond with speed and confidence to risks and opportunities.
Founded in 2016, DeepSig is a venture-backed startup pioneering the application of deep learning to reinvent wireless communications. By replacing core wireless technology with deep learning, DeepSig is creating communication systems that are faster, more cost efficient, more secure, and able to excel in complex environments. Through its revolutionary approach to signal processing, DeepSig uses Machine Learning (ML) and Artificial Intelligence (AI) to learn optimized models directly from data rather than manually designing specialized algorithms. This process, replacing hand-engineering algorithms with AI-based equivalents that use machine learning, will bring significant computational and power benefits to many areas of the 5G stack.
Safari AI, fka curbFlow, delivers cutting-edge Computer Vision AI solutions that empower enterprise clients to monitor and analyze their physical operations in real-time using their own camera systems. With the flexibility to seamlessly integrate with any modern IP camera, we can apply our wide range of algorithms to start gathering essential data for our clients within days. Our sophisticated data analytics have been trusted by industry leaders such as Taco Bell, Merlin Entertainments (the parent company of Legoland), Manhattan Mini Storage, JBG Smith (landlord for Amazon HQ2), Goodwill, Brightline, and many more. We provide invaluable insights, from pedestrian and vehicle counts, throughput and live wait times to heatmapping asset utilization, vehicle classification, and license plate recognition. These insights not only enhance operational efficiency but also boost revenue and drive cost savings. Since our inception, Safari AI has successfully raised $13 million in funding, with notable investments from General Catalyst, Initialized, and other esteemed partners
In deep learning, the choice between fast and affordable but inaccurate and accurate but slow and time-intensive leaves users disillusioned. Pienso is different. Pienso is no-code text analytics that anyone can use to derive insights from high volumes of text. Our semi-supervised approach keeps the topic expert close to the modeling, while delivering speed, accuracy and pay-only-for-what-you-deploy affordability. Run Pienso on premise, on the leading clouds or a hybrid.
Shield AI is building the world's best AI pilot. Our Hivemind autonomy stack is the first and only autonomous AI Pilot, deployed in combat since 2018. Hivemind enables intelligent teams of aircraft to perform missions ranging from room clearance, to penetrating air defense systems, and dogfighting F-16s.
RS21 is a rapidly growing, global data science company. We use artificial intelligence, design, and modern software development methods to empower organizations to make data-driven decisions that positively impact the world through innovative solutions that are insightful, intuitive, inspiring, and intellectually honest. By providing data-driven insights that achieve programmatic goals, improve efficiencies, reduce costs, and maximize productivity, we help clients navigate complex data issues in the fields of healthcare, population health, infrastructure resilience, disaster preparedness, supply chain management, and crime.
