Machine learning is an evolving field focusing on using algorithms to analyze data and make predictions. Virginia's machine learning companies vary from consulting firms to tech innovators, offering services like AI development, data analytics, and insightful solutions for sectors such as healthcare, finance, and defense. This industry experiences growth fueled by data-driven decision-making and digital transformation. Notably, advancements in natural language processing and machine vision highlight expansion in practical applications, creating a ripe environment for research collaborations and startup funding. Virginia is strategically positioned for significant contributions to tech innovation in this arena, reflecting its foundational shift toward AI integration.

The companies on this list illustrate the vibrant machine learning scene in Virginia. They range in size, from boutique firms with a handful of employees to larger entities employing hundreds. Founded between 1995 and 2024, these companies are headquartered in key locations like Arlington, Reston, and McLean. Their specializations cover various aspects of machine learning, including AI consulting, predictive analytics, and natural language processing. Together, they signal a robust and growing presence in the machine learning industry, focusing on bolstering operational efficiencies and driving innovation across different sectors.

Continue reading to discover the top machine learning companies in Virginia.

Top 23 Machine Learning Companies Companies in Virginia

1. Mosaic Data Science

• Website: mosaicdatascience.com
• Ownership type: Private
• Headquarters: Leesburg, Virginia, United States (USA)
• Employee distribution: United States (USA) 82%, Canada 18%
• Founded year: 2004
• Headcount: 51-200
• LinkedIn: mosaic-data-science

Mosaic Data Science, founded in 2004 and based in Leesburg, Virginia, is a private consulting firm that specializes in AI-powered software solutions. With a team of skilled data scientists, the company focuses on developing custom AI and machine learning applications tailored to enhance operational efficiency for businesses across various sectors, including healthcare, transportation, and manufacturing. Their services range from consulting and project execution to data management, all aimed at transforming data into actionable insights. Mosaic has successfully delivered over 200 AI/ML solutions, demonstrating their capability in the industry. They have also been recognized for their innovative approaches, such as their unique 'Rent a Data Scientist' model, which allows businesses to access expert data science resources on demand. Their commitment to providing high-impact AI solutions is evident in their case studies, which showcase significant improvements in operational efficiency and decision-making for their clients.

2. Accure Inc.

• Website: accure.ai
• Ownership type: Private
• Headquarters: Reston, Virginia, United States (USA)
• Employee distribution: United States (USA) 52%, India 43%, Sweden 5%
• Founded year: 2011
• Headcount: 11-50
• LinkedIn: accure-ai

Accure Inc., founded in 2011 and based in Reston, Virginia, is a private company that specializes in AI solutions with a focus on data engineering and machine learning platforms. The company provides a range of services designed to help businesses streamline operations and improve decision-making through advanced technology. Their product suite includes SecureGPT, which offers generative AI capabilities for enterprise data, and MLOps, which facilitates the deployment and management of machine learning models. Accure serves various industries, including banking, healthcare, and manufacturing, showcasing their ability to tailor solutions to specific sector needs. With a team of around 55 employees, Accure has established a presence in the AI market, emphasizing practical applications of machine learning to drive business value. Their commitment to innovation and customer-centric solutions further solidifies their role in the evolving AI landscape.

3. Inferenz

• Website: inferenz.ai
• Ownership type: Private
• Headquarters: Vienna, Virginia, United States (USA)
• Employee distribution: India 99%, Other 1%
• Founded year: 2019
• Headcount: 51-200
• LinkedIn: inferenz

Inferenz, founded in 2019 and based in Vienna, Virginia, is a private company specializing in data analytics and AI solutions. With a workforce of approximately 163 employees, predominantly located in India, Inferenz offers a range of services including data migration, predictive analytics, and machine learning development. The company serves multiple industries such as healthcare, e-commerce, and manufacturing, helping businesses optimize their data processes and leverage AI for enhanced decision-making. Their solutions are designed to make data more intelligent and actionable, addressing the growing need for effective data management in today's digital landscape. Inferenz's focus on practical applications of AI and data analytics positions it as a relevant player in the machine learning industry.

4. Lovelytics

• Website: lovelytics.com
• Ownership type: Private Equity
• Headquarters: Arlington, Virginia, United States (USA)
• Employee distribution: United States (USA) 81%, Canada 19%
• Latest funding: June 2023
• Founded year: 2017
• Headcount: 201-500
• LinkedIn: lovelytics

Lovelytics, founded in 2017 and based in Arlington, Virginia, is a data consulting firm that specializes in data strategy, analytics, and AI solutions. With a workforce of approximately 378 employees, the company serves a variety of industries, including manufacturing, healthcare, financial services, and retail. Their services range from data migrations and governance to advanced analytics and machine learning. Lovelytics emphasizes a client-centric approach, tailoring their solutions to meet the specific needs of each organization. They have established partnerships with prominent technology companies such as Databricks, AWS, and Microsoft Azure, which allows them to leverage cutting-edge tools and platforms for their clients. Their focus on generative AI and machine learning positions them as a relevant player in the data-driven decision-making landscape.

5. Elder Research

• Website: elderresearch.com
• Ownership type: Corporate
• Headquarters: Charlottesville, Virginia, United States (USA)
• Employee distribution: United States (USA) 100%
• Latest funding: $3.0M, October 2023
• Founded year: 1995
• Headcount: 51-200
• LinkedIn: elder-research-inc-

Elder Research, founded in 1995 and based in Charlottesville, Virginia, is a consulting firm that specializes in data science, artificial intelligence, and machine learning solutions. The company provides a range of services including data strategy, analytics delivery, and training, aimed at helping businesses harness the power of data for improved decision-making and operational efficiency. With a team where over 75% hold graduate degrees in technical fields, Elder Research has successfully completed more than 250 machine learning and AI projects in the past three years. Their expertise spans various industries such as healthcare, financial services, and energy, showcasing their ability to apply machine learning techniques to real-world challenges. Recently, they secured $3 million in funding, further solidifying their position in the market and enabling continued innovation in their offerings.

6. 10Pearls

• Website: 10pearls.com
• Ownership type: Private
• Headquarters: Vienna, Virginia, United States (USA)
• Employee distribution: Pakistan 75%, United States (USA) 13%, Colombia 3%, Other 9%
• Founded year: 2004
• Headcount: 1001-5000
• LinkedIn: 10pearls

10Pearls, founded in 2004 and based in Vienna, Virginia, is a private software development company with a workforce of approximately 1,988 employees. The firm specializes in custom software solutions, product design, and technology acceleration, catering to a wide array of industries including healthcare, financial services, and education. Their service portfolio includes AI consulting, cloud development, and digital marketing, with a strong emphasis on integrating artificial intelligence and machine learning into their projects. 10Pearls has a global presence, with a significant portion of its workforce located in Pakistan, and has been recognized for its innovative approach to software development. The company has received accolades for its commitment to quality and customer satisfaction, and it actively engages in initiatives that promote diversity and inclusion within the tech industry.

7. CoVar

• Website: covar.com
• Ownership type: Private
• Headquarters: Mclean, Virginia, United States (USA)
• Founded year: 2011
• Headcount: 11-50
• LinkedIn: covar-applied-technologies-inc.

CoVar is a technology company based in McLean, Virginia, founded in 2011. The firm specializes in machine learning and artificial intelligence solutions, focusing on creating customized algorithms for clients in sectors such as defense, healthcare, and various industrial applications. CoVar's expertise includes areas like computer vision, sensor data processing, and mission-critical software development. They have developed innovative solutions for complex challenges, such as the Advanced Targeting & Lethality Aided System (ATLAS) for the U.S. Army, which involves detecting threats in infrared and RGB image data. Their work with the National Institutes of Health on the ROBOKOP project showcases their ability to handle large datasets and extract meaningful insights. CoVar's approach emphasizes understanding client needs and delivering tailored solutions, making them a notable entity in the machine learning space.

8. Abeyon

• Website: abeyon.com
• Ownership type: Private
• Headquarters: Arlington, Virginia, United States (USA)
• Employee distribution: United States (USA) 100%
• Founded year: 2013
• Headcount: 11-50
• LinkedIn: abeyon

Abeyon, founded in 2013 and based in Arlington, Virginia, is a private technology solutions provider that specializes in artificial intelligence and machine learning. With a team of 25 employees, the company focuses on delivering custom AI solutions, data analysis tools, and consulting services tailored to the needs of enterprises and government agencies. Abeyon aims to help clients unlock the value of their data and enhance operational efficiency through advanced AI technologies. Their flagship product, clarifi®, is a natural language processing platform designed to process both structured and unstructured data, enabling organizations to extract meaningful insights. Abeyon has also contributed to industry knowledge through white papers and has received recognition for its innovative work in AI, including awards for its machine learning tools. The company operates entirely within the United States, emphasizing its commitment to serving local clients.

9. SphereOI Studios

• Website: sphereoi.ai
• Ownership type: Private
• Headquarters: Mclean, Virginia, United States (USA)
• Employee distribution: United States (USA) 100%
• Founded year: 2001
• Headcount: 11-50
• LinkedIn: sphereoi

SphereOI Studios, based in McLean, Virginia, is an AI engineering company that specializes in delivering advanced artificial intelligence solutions and consulting services. Founded in 2001, the company has built a reputation for its expertise in implementing AI technologies across various sectors, including healthcare, defense, and consumer products. SphereOI focuses on practical applications of AI, helping organizations enhance operational efficiency and drive digital transformation. Their services range from AI engineering and data activation to product development and strategic advisory, showcasing their capability to address complex challenges in the AI landscape. With a dedicated team of professionals, SphereOI is committed to making intelligent systems integral to business operations, ensuring that their clients can navigate the evolving demands of the digital age.

10. Allwyn Corporation

• Website: allwyncorp.com
• Ownership type: Private
• Headquarters: Herndon, Virginia, United States (USA)
• Employee distribution: United States (USA) 67%, India 33%
• Founded year: 2003
• Headcount: 51-200
• LinkedIn: allwyncorp

Allwyn Corporation, founded in 2003 and based in Herndon, Virginia, is a technology consulting firm that specializes in innovative solutions in artificial intelligence, data analytics, and IT modernization. With a workforce of around 54 employees, the company serves a variety of sectors, helping organizations harness the power of data to improve operational efficiency and drive innovation. Allwyn's services include AI and machine learning, data analytics, business intelligence, and enterprise applications. They have a notable focus on applying machine learning in healthcare, finance, and transportation, with projects that involve predictive algorithms and data transformation strategies. Their commitment to research and innovation is evident in their collaborations with academic institutions and their efforts to prepare the next generation of technical talent. Allwyn's approach to data management emphasizes the importance of a structured data value chain, which aids organizations in maximizing the value derived from their data initiatives.

11. WilmerTech

• Website: wilmertech.com
• Ownership type: Private
• Headquarters: Chantilly, Virginia, United States (USA)
• Employee distribution: India 74%, United States (USA) 26%
• Founded year: 2010
• Headcount: 51-200
• LinkedIn: wilmer-technologies

WilmerTech, based in Chantilly, Virginia, is a private technology services company founded in 2010. With a workforce of around 51-200 employees, the company specializes in app development, cloud computing, and IT staffing. A significant aspect of their business is the provision of AI and machine learning solutions, which help businesses enhance their operations through advanced technology. WilmerTech's services include AI advisory, data pre-processing, and the automation of the machine learning lifecycle, indicating a strong focus on helping clients implement effective AI strategies. Their clientele primarily consists of businesses aiming to improve efficiency and drive growth through technology. The company operates with a notable employee distribution, with 74% of its workforce based in India and 26% in the United States, reflecting a global approach to service delivery.

12. Pienso

• Website: pienso.com
• Ownership type: Venture Capital
• Headquarters: Arlington, Virginia, United States (USA)
• Employee distribution: United States (USA) 86%, Spain 14%
• Latest funding: Series A, $10.0M, March 2024
• Founded year: 2016
• Headcount: 1-10
• LinkedIn: pienso-us

Pienso, founded in 2016 and based in Arlington, Virginia, is a data analytics company that leverages artificial intelligence to help businesses analyze and gain insights from large datasets. The company provides a platform that includes large language models and tools designed for various applications, such as customer insights, content moderation, document intelligence, and risk detection. Pienso aims to empower organizations across multiple industries to enhance decision-making and operational efficiency through its AI-driven solutions. With a workforce of around 29 employees, Pienso has recently secured $10 million in Series A funding, reflecting its growth trajectory and the increasing demand for its services in the machine learning space. The company operates primarily in the United States, with a small presence in Spain, and is committed to maintaining data privacy and security for its clients.

13. Liberty Source PBC

• Website: liberty-source.com
• Ownership type: Private
• Headquarters: Hampton, Virginia, United States (USA)
• Employee distribution: United States (USA) 100%
• Latest funding: Other (Debt), $425,000, January 2019
• Founded year: 2014
• Headcount: 51-200
• LinkedIn: liberty-source-pbc

Liberty Source PBC, based in Hampton, Virginia, is a private company founded in 2014. It operates as a data solutions provider with a strong emphasis on artificial intelligence, machine learning, and business intelligence services. The company serves a variety of sectors, including manufacturing, logistics, insurance, real estate, and government. Liberty Source is particularly noted for its focus on optimizing data processes to enhance decision-making and operational efficiency. They have developed a suite of solutions that includes services for machine learning applications, large language models, and business intelligence. The company is also a registered federal contractor, which highlights its capability to meet the stringent requirements of government clients. In 2019, Liberty Source secured funding of $425,000, which supports its ongoing operations and growth in the data solutions market.

14. Achievion Solutions

• Website: achievion.com
• Ownership type: Private
• Headquarters: Mclean, Virginia, United States (USA)
• Employee distribution: United States (USA) 100%
• Founded year: 2013
• Headcount: 11-50
• LinkedIn: achievion-solutions

Achievion Solutions, founded in 2013 and based in McLean, Virginia, is a technology consulting firm that specializes in AI-powered solutions. The company focuses on AI product development and business transformation, primarily targeting small to mid-sized businesses and government agencies. Achievion aims to optimize operations and enhance productivity through innovative AI applications. Their services include developing intelligent web and mobile platforms, automating business processes, and integrating AI agents to improve efficiency. They have successfully delivered solutions across various sectors, including healthcare, real estate, and marketing, demonstrating their capability to apply machine learning technologies effectively. Achievion has been recognized as a top AI solutions development company in the U.S. for four consecutive years, highlighting their commitment to quality and client satisfaction. The firm operates entirely within the United States and has built a reputation for delivering reliable and effective AI solutions to a range of clients, from startups to established organizations.

15. Yotta Tech Ports Inc

• Website: yottatechports.com
• Ownership type: Private
• Headquarters: Glen Allen, Virginia, United States (USA)
• Employee distribution: India 82%, United States (USA) 18%
• Founded year: 2017
• Headcount: 51-200
• LinkedIn: yotta-tech-ports

Yotta Tech Ports Inc, founded in 2017 and based in Glen Allen, Virginia, is a private software development and IT consulting company. With a workforce of approximately 122 employees, the firm specializes in delivering innovative technology solutions tailored to the needs of enterprises and startups. Their service offerings include custom software development, cloud computing, and artificial intelligence services. Yotta Tech Ports has made significant strides in the machine learning sector, developing platforms that enhance operational efficiency and decision-making for clients in various industries, including fintech and energy. The company operates with a global talent pool, with a substantial portion of its workforce located in India, allowing them to bring fresh perspectives and innovative solutions to their projects. Their commitment to quality and customer satisfaction is evident in their approach to product development and consulting, ensuring that they meet the unique needs of their clients.

16. Data Machines

• Website: datamachines.com
• Ownership type: Private
• Headquarters: Reston, Virginia, United States (USA)
• Employee distribution: United States (USA) 100%
• Founded year: 2016
• Headcount: 11-50
• LinkedIn: datamachinescorp

Data Machines, based in Reston, Virginia, is a private data analytics firm founded in 2016. With a team of 44 employees, the company specializes in cloud architectures and technology solutions. They offer a range of services, including data analytics, software development, and artificial intelligence, catering to both commercial and government clients. Their expertise lies in leveraging data to enhance decision-making processes. Data Machines is particularly noted for its work in machine learning and data science, focusing on areas such as algorithm evaluation, predictive maintenance, and cybersecurity. They also provide training programs to help organizations harness the power of data effectively. Their commitment to innovation and research positions them as a significant player in the data analytics and machine learning sectors.

17. Technology Ventures

• Website: tventures.net
• Ownership type: Private
• Headquarters: Mclean, Virginia, United States (USA)
• Employee distribution: United States (USA) 100%
• Founded year: 1999
• Headcount: 201-500
• LinkedIn: technology-ventures

Technology Ventures, based in McLean, Virginia, is a technology firm founded in 1999. The company specializes in artificial intelligence (AI), machine learning (ML), and mobile solutions, offering advanced technology services designed to improve operational efficiency for businesses across various sectors. With a workforce of around 74 employees, Technology Ventures is dedicated to delivering innovative solutions that are customized to meet the specific needs of its clients. Their focus on AI and ML positions them as a relevant player in the technology industry, catering to businesses looking to leverage these advanced technologies for competitive advantage.

18. KnowledgeBridge International Inc.

• Website: kbi.ai
• Ownership type: Private
• Headquarters: Chantilly, Virginia, United States (USA)
• Employee distribution: United States (USA) 100%
• Founded year: 2008
• Headcount: 11-50
• LinkedIn: knowledgebridge-international-inc.

KnowledgeBridge International Inc. is a private technology solutions provider based in Chantilly, Virginia, founded in 2008. The company specializes in machine learning and artificial intelligence, offering services that help businesses and organizations make informed technology decisions. Their flagship product, the KBI CrowdID system, utilizes advanced computer vision techniques to monitor and analyze crowd dynamics, providing actionable insights to prevent potentially dangerous situations. KnowledgeBridge serves a variety of sectors, including defense and education, showcasing their capability to address complex challenges with innovative technology. With a small team of 11-50 employees, they focus on building middleware technologies that integrate various applications to meet their clients' needs effectively.

19. Unique Computing LLC

• Website: unique.computer
• Ownership type: Private
• Headquarters: Alexandria, Virginia, United States (USA)
• Employee distribution: United States (USA) 100%
• Founded year: 2015
• Headcount: 11-50
• LinkedIn: unique-computing-llc

Unique Computing LLC, founded in 2015 and based in Alexandria, Virginia, is a private technology firm that specializes in artificial intelligence solutions. The company focuses on developing AI models that process unstructured data, including images, videos, audio, and text. Their products are designed to help businesses extract valuable insights from data that is often overlooked. With a team that includes doctoral researchers and industry experts, Unique Computing is committed to advancing AI applications in the business-to-business sector. Their operations involve software development and research in AI, emphasizing high-quality and reliable solutions to improve business efficiency. The company has worked with various clients, showcasing their capability to deliver tailored AI solutions that meet specific business needs.

20. Lion Federal

• Website: lionfederal.com
• Ownership type: Private
• Headquarters: Falls Church, Virginia, United States (USA)
• Employee distribution: United States (USA) 100%
• Founded year: 2014
• Headcount: 11-50
• LinkedIn: lion-federal

Lion Federal is an IT consulting firm based in Falls Church, Virginia, founded in 2014. The company specializes in Generative Artificial Intelligence, Machine Learning, and Data Science, providing custom software development and cloud support services. They cater to both government and commercial clients, focusing on enhancing operational efficiency through innovative solutions. Lion Federal is recognized for its work with various sectors, including pharmaceuticals, automotive, energy, and finance. Their services include software architecture, cloud infrastructure, and data science analytics, which are crucial for data-driven decision-making. The firm is also certified as an 8(a) minority-owned Small Disadvantaged Business, allowing them to secure government contracts more easily. Their commitment to innovation is evident in their development of advanced tools like AI Recruiter and a Test Automation Framework, showcasing their active involvement in the machine learning industry.

21. INA Solutions Inc

• Website: ina-solutions.com
• Ownership type: Private
• Headquarters: Leesburg, Virginia, United States (USA)
• Employee distribution: United States (USA) 50%, India 50%
• Founded year: 2011
• Headcount: 11-50
• LinkedIn: ina-solutions

INA Solutions Inc, founded in 2011 and based in Leesburg, Virginia, is a private technology consulting firm with a workforce of approximately 23 employees. The company specializes in advanced technology solutions, particularly in artificial intelligence (AI), machine learning (ML), and Internet of Things (IoT) analytics. They provide tailored services aimed at helping businesses optimize their processes and drive growth through innovative technology. Their expertise spans various areas, including custom AI and ML solutions, natural language processing, robotic process automation, and advanced data visualization. INA Solutions has established a reputation for delivering high-quality, customized solutions that meet the specific needs of their clients across multiple industries. Their commitment to leveraging emerging technologies, such as quantum machine learning, positions them as a forward-thinking player in the technology consulting space.

22. HireCoder AI Inc

• Website: hirecoder.ai
• Ownership type: Private
• Headquarters: Chantilly, Virginia, United States (USA)
• Employee distribution: India 100%
• Founded year: 2007
• Headcount: 51-200
• LinkedIn: itech-software-solution-pvt--ltd-

HireCoder AI Inc, founded in 2007 and based in Chantilly, Virginia, is a private technology firm that specializes in artificial intelligence (AI) and machine learning (ML) solutions. The company operates a platform that connects businesses with highly skilled AI experts, enabling tailored software development and consulting services. With a workforce of approximately 78 employees, primarily located in India, HireCoder focuses on providing on-demand access to elite AI talent. Their services cater to a wide range of industries, helping organizations harness the power of AI to drive innovation and improve operational efficiency. The company has completed numerous projects, showcasing their capability in areas such as generative AI, natural language processing (NLP), and machine learning. HireCoder's model allows for quick hiring and project execution, making it a valuable partner for businesses looking to integrate AI solutions into their operations.

23. Modbi

• Website: modbi.com
• Ownership type: Private
• Headquarters: Ashburn, Virginia, United States (USA)
• Employee distribution: United States (USA) 100%
• Founded year: 2017
• Headcount: 51-200
• LinkedIn: modbi

Modbi, based in Ashburn, Virginia, is a private company founded in 2017. It operates as a business technology solutions provider, focusing on custom solutions that utilize data and artificial intelligence. The company aims to empower organizations by delivering advanced analytics and machine learning capabilities, which help clients make informed decisions and drive growth. Modbi's team is dedicated to developing innovative solutions tailored to the unique needs of each client, ensuring that they can respond effectively to changing market conditions. Their approach emphasizes quick results and smart, intuitive solutions that unlock valuable insights from data, making them a relevant player in the machine learning industry.

Machine Learning Companies Insights: Key Companies in Virginia

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