Data mining in Virginia involves using advanced techniques to analyze large sets of information, helping businesses draw meaningful insights. This industry's companies engage in machine learning, artificial intelligence, and data analytics to transform raw data into actionable knowledge. Organizations from various sectors, including healthcare and finance, leverage these insights to enhance decision-making and operational efficiencies. With an increasing demand for data-driven solutions, Virginia's data mining landscape is set to grow, focusing on integrating real-time analytics and improving data strategies to navigate complexities in various industries.


The featured companies span a range of sizes, from small ventures like Pienso, to larger firms like Neustar, showcasing various specialties in data mining. Many are headquartered in Northern Virginia cities like Arlington and Reston, reflecting the area’s tech-centric culture. Established since the early 2000s, these firms offer services such as predictive analytics, AI solutions, and tailored consulting. Their collective expertise is evident across sectors, providing insights that fuel organizational performance and efficiency.


Continue reading to explore the top data mining companies in Virginia.


Top 19 Data Mining Companies in Virginia


1. 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. With a workforce of approximately 158 employees, the company has built a reputation for helping organizations across multiple sectors, including healthcare, financial services, and energy, to harness the power of their data. Their services range from developing data strategies to delivering analytics solutions and providing training for analytics teams. Elder Research has successfully completed over 250 machine learning and AI projects in recent years, demonstrating their expertise and commitment to driving operational efficiency and informed decision-making. The firm also offers proprietary products like RADR for data visualization and Aegir for predictive maintenance, further solidifying their role in the data analytics space. Recently, they secured $3 million in funding, highlighting their ongoing relevance and potential for growth in the data science industry.


2. 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, the company has carved out a niche in providing services such as data migration, predictive analytics, and machine learning development. Inferenz serves a variety of industries, notably healthcare and e-commerce, where they help businesses optimize their data processes. Their approach combines advanced technology with a focus on actionable insights, enabling clients to make informed decisions. The company operates primarily with a workforce based in India, which allows them to leverage a global talent pool while maintaining a presence in the U.S. market. Inferenz has not reported any funding, indicating a self-sustained growth model thus far.


3. 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 firm that specializes in AI-driven solutions. The company provides a platform designed to help businesses analyze and derive insights from large datasets. Their offerings include advanced tools for customer insights, content moderation, and document intelligence, catering to various industries. Pienso's technology allows users to work with both structured and unstructured data, making it easier to uncover hidden patterns and trends. The company has recently secured $10 million in Series A funding, which underscores its growth potential and commitment to enhancing decision-making and operational efficiency for its clients. With a focus on user-friendly interfaces and no-code solutions, Pienso aims to democratize access to powerful data analytics tools, enabling organizations to leverage their data effectively.


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 is a data consulting company based in Arlington, Virginia, founded in 2017. With a workforce of approximately 378 employees, the firm specializes in data strategy, analytics, and artificial intelligence solutions. They cater to a variety of industries, including manufacturing, healthcare, financial services, and retail. Lovelytics focuses on empowering organizations to harness the full potential of their data assets through services such as data migrations, data governance, and advanced analytics. Their expertise extends to generative AI and machine learning, which are increasingly important in the data mining sector. The company has established partnerships with prominent technology firms like Databricks, Amazon Web Services, and Microsoft Azure, enhancing their service offerings and positioning them as a significant player in the data consulting industry.


5. Kinetica

  • Website: kinetica.com
  • Ownership type: Venture Capital
  • Headquarters: Arlington, Virginia, United States (USA)
  • Employee distribution: United States (USA) 96%, Japan 4%
  • Latest funding: $14.4M, August 2020
  • Founded year: 2016
  • Headcount: 51-200
  • LinkedIn: kinetica

Kinetica is a database software company based in Arlington, Virginia, founded in 2016. It specializes in real-time analytics solutions, offering products like Kinetica Cloud and SQL-GPT. These tools enable organizations to conduct complex data queries efficiently, catering to various industries such as automotive, energy, and financial services. Kinetica's technology is designed to handle high volumes of data, providing operational insights that help businesses optimize their processes. The company has received funding amounting to approximately $14.4 million, indicating investor confidence in its potential and growth trajectory. Kinetica's focus on leveraging advanced technologies, including GPU acceleration, positions it as a relevant player in the data analytics and mining industry.


6. 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 creating custom AI and machine learning applications that enhance operational efficiency for businesses across multiple sectors, including healthcare, transportation, and finance. Their services range from consulting and project execution to comprehensive data management, all aimed at transforming raw data into actionable insights. Mosaic has developed a reputation for delivering high-impact solutions that drive measurable growth and improve decision-making processes. 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. Mosaic's commitment to adapting to the evolving needs of their clients positions them as a significant player in the data science and data mining industry.


7. Infinitive

  • Website: infinitive.com
  • Ownership type: Private
  • Headquarters: Ashburn, Virginia, United States (USA)
  • Employee distribution: United States (USA) 98%, Other 2%
  • Founded year: 2003
  • Headcount: 51-200
  • LinkedIn: infinitive

Infinitive, founded in 2003 and based in Ashburn, Virginia, is a private consulting firm with a workforce of approximately 170 employees. The company specializes in data analytics and artificial intelligence solutions, catering to various sectors including financial services, healthcare, education, and media. Infinitive assists organizations in effectively managing and monetizing their data through cloud-based strategies. Their service offerings include data migration, observability, and advanced analytics, all aimed at improving operational efficiency and decision-making. Infinitive has established partnerships with prominent technology companies like Databricks and AWS, which bolster their data management and analytics capabilities. The firm is recognized for its commitment to client success and has received accolades for its workplace culture, reflecting a strong emphasis on employee development and satisfaction.


8. Resonate

  • Website: resonate.com
  • Ownership type: Private Equity
  • Headquarters: Reston, Virginia, United States (USA)
  • Employee distribution: United States (USA) 100%
  • Latest funding: July 2022
  • Founded year: 2008
  • Headcount: 51-200
  • LinkedIn: resonate-networks

Resonate, founded in 2008 and based in Reston, Virginia, is a data analytics firm that specializes in AI-powered consumer insights. The company offers a range of services, including data enrichment and audience activation, aimed at helping businesses and organizations across various sectors understand consumer behavior. Resonate's proprietary AI system, known as rAI, is central to its operations, enabling the analysis of over 250 million consumer profiles with more than 15,000 attributes per profile. This capability allows clients to gain deep insights into consumer preferences, motivations, and behaviors, which are crucial for optimizing marketing strategies. Resonate serves multiple industries, including automotive, banking, health, and retail, providing tailored data solutions that enhance decision-making and drive growth. The company operates entirely within the United States and has a workforce of approximately 185 employees, reflecting its commitment to delivering high-quality data analytics services.


9. 4DV Analytics


4DV Analytics, based in Ashburn, Virginia, is a private data analytics firm founded in 2002. With a team of 11 to 50 employees, the company focuses on integrated big data geo-spatial solutions and machine learning consulting. They assist businesses and organizations in various sectors by helping them extract actionable insights from complex data sets. Their service offerings include data analytics platforms and consulting aimed at enhancing decision-making and operational efficiency. 4DV Analytics has developed products such as 4DV Insight, 4DV Research, and GIX Watch, which facilitate the visualization and analysis of geolocated data, real-time semantic text mining, and global maritime situational awareness, respectively. The company supports clients in markets like business consulting, investment analysis, and law enforcement, providing design solutions and advisory services for critical applications. Their expertise in machine learning and data management positions them as a relevant player in the data mining industry.


10. 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 provide a range of services, including data analytics, software development, and artificial intelligence, aimed at helping clients make informed decisions based on data. Their clientele includes both commercial enterprises and government agencies, particularly in defense and intelligence sectors. Data Machines is committed to leveraging advanced analytics to solve complex problems, and they maintain a library of curated datasets to support research and collaborative efforts. Their training programs further enhance their role in the industry by equipping teams with essential skills in data engineering and related technologies.


11. Creative Radicals

  • Website: creativeradicals.com
  • Ownership type: Private
  • Headquarters: Mclean, Virginia, United States (USA)
  • Employee distribution: United States (USA) 100%
  • Founded year: 2011
  • Headcount: 11-50
  • LinkedIn: creative-radicals

Creative Radicals, founded in 2011 and based in McLean, Virginia, is a private data analytics firm that focuses on advanced tools for data search, extraction, and organization. The company has developed several products, including Syft, OpeniO, and Vision, which are designed to assist businesses and organizations in managing extensive data volumes and gaining actionable insights. Creative Radicals operates primarily within the technology and analytics sectors, emphasizing the enhancement of decision-making processes for its clients. Their solutions leverage legally compliant open-source data and machine learning techniques, allowing users to uncover connections and insights efficiently. The company prides itself on its team of experienced engineers and analysts, many of whom have backgrounds in operational roles, ensuring that their products are tailored to meet the specific needs of their customers. With a workforce of 11-50 employees, Creative Radicals continues to innovate in the data analytics space, providing tools that support critical mission needs and situational awareness.


12. 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 prototype, develop, deploy, scale, and manage AI-driven solutions. Their product suite includes SecureGPT, MLOps, and various tools for data warehousing and process automation. Accure serves multiple sectors, including banking, healthcare, oil and gas, and manufacturing, demonstrating their capability to address complex data challenges across industries. With a workforce of around 55 employees, the company has established a presence in the AI market, processing significant volumes of data and building numerous AI use cases. Accure's commitment to enhancing decision-making through advanced technology positions it as a relevant player in the data mining field.


13. 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 creating custom AI solutions and data analysis tools tailored to the needs of enterprises and government agencies. Abeyon is particularly known for its clarifi® platform, which utilizes natural language processing to transform complex text documents into actionable insights. Their services include consulting, data analysis, and the development of AI applications that enhance operational efficiency. Abeyon's commitment to helping clients unlock the value of their data positions them as a significant player in the AI and data mining industry.


14. Neustar, Inc.

  • Website: home.neustar
  • Ownership type: Private
  • Headquarters: Reston, Virginia, United States (USA)
  • Employee distribution: United States (USA) 58%, India 29%, Costa Rica 9%, Other 4%
  • Founded year: 1996
  • Headcount: 1001-5000
  • LinkedIn: neustar-inc

Neustar, Inc., based in Reston, Virginia, is a technology firm founded in 1996. The company specializes in real-time information services and analytics, offering a range of solutions that cater to risk management, digital performance, telecommunications, and marketing analytics. Neustar serves a variety of clients, including many Fortune 500 companies, by providing essential data-driven insights that enhance operational efficiency and marketing effectiveness. Their services include managing online business listings, audience intelligence, and identity resolution, which are critical for businesses looking to improve their market presence and customer engagement. Neustar's commitment to privacy and data security is evident in their approach to handling customer information, ensuring compliance with applicable laws while delivering valuable insights to their clients.


15. RiskSpan

  • Website: riskspan.com
  • Ownership type: Private
  • Headquarters: Arlington, Virginia, United States (USA)
  • Employee distribution: United States (USA) 60%, India 40%
  • Founded year: 2001
  • Headcount: 51-200
  • LinkedIn: riskspan

RiskSpan, founded in 2001 and based in Arlington, Virginia, is an analytics and consulting firm that specializes in structured finance and loans. With a workforce of around 134 employees, the company offers a comprehensive suite of services that includes data solutions, modeling, and cloud services. Their primary clientele consists of asset managers and financial organizations, for whom they provide critical support in optimizing operations and managing risks. RiskSpan's Edge Platform integrates data, models, and analytics, allowing clients to evaluate assets efficiently and make informed decisions. The firm also emphasizes the importance of data quality and model validation, ensuring that their clients can rely on accurate and actionable insights. Their commitment to innovation is evident in their focus on cloud-native solutions and data science, positioning them as a significant player in the analytics space for financial services.


16. Y Point Solutions LLC - An SBA 8A Certified firm


Y Point Solutions LLC, established in 2011 and based in McLean, Virginia, is an SBA 8A Certified firm that specializes in analytics services. The company focuses on providing data science and business intelligence solutions tailored to the needs of its clients. Their service offerings include data strategy, generative AI, business intelligence tools like Power BI and Tableau, data integration, and custom application development. Y Point Solutions has worked with a variety of clients, including federal agencies and healthcare organizations, helping them improve their data management and analytics capabilities. The firm has also developed applications addressing specific needs, such as AI-based meal delivery and contact tracing solutions, showcasing their adaptability and innovation in the analytics space. Their expertise in data architecture and integration further solidifies their role in the analytics industry, making them a relevant player in the data mining sector.


17. Lucient

  • Website: lucient.com
  • Ownership type: Corporate
  • Headquarters: Reston, Virginia, United States (USA)
  • Employee distribution: Austria 40%, Slovakia 20%, Germany 20%, Other 20%
  • Latest funding: August 2022
  • Founded year: 2002
  • Headcount: 51-200
  • LinkedIn: lucientdata

Lucient, founded in 2002 and based in Reston, Virginia, is a consulting company that specializes in data analytics and business intelligence. With a workforce of around 51-200 employees, Lucient provides a range of services including data management, machine learning, and IT consulting. Their mission is to assist businesses and organizations in optimizing their data operations. They offer managed services, such as Lucient Guardian, and training programs aimed at enhancing clients' capabilities in data handling. Lucient has a strong presence in Europe, with a significant portion of its workforce located in Austria, Slovakia, Germany, and Italy. The company has been active in the industry for over two decades, helping numerous clients unlock insights and improve operational efficiency through data intelligence.


18. 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 cater to a variety of industries, providing tailored services that help businesses optimize their operations and harness data-driven insights. Their offerings include advanced data visualization, natural language processing, and robotic process automation, all aimed at enhancing efficiency and decision-making. INA Solutions is also involved in cutting-edge areas such as quantum machine learning and quantum sensing, indicating a forward-thinking approach to technology. Their commitment to innovation and client satisfaction is evident in their agile delivery methods and successful project outcomes, which have reportedly saved organizations significant costs.


19. Ata, LLC

  • Website: ata-llc.com
  • Ownership type: Corporate
  • Headquarters: Great Falls, Virginia, United States (USA)
  • Employee distribution: United States (USA) 100%
  • Latest funding: September 2024
  • Founded year: 2008
  • Headcount: 11-50
  • LinkedIn: ata-llc

Ata, LLC, founded in 2008 and based in Great Falls, Virginia, is a technology consulting firm that specializes in providing data solutions and analytics. The company serves both government and commercial clients, offering a range of products and services designed to enhance data management and decision-making capabilities. Their offerings include advanced solutions such as data fabric, streaming analytics, and machine learning operations. Ata, LLC has developed a reputation for delivering full lifecycle data-intensive solutions, which are critical in today's data-driven environment. They have worked extensively with federal agencies, including the Department of Defense, and have been involved in projects that require sophisticated data integration and analysis. Their commitment to innovation is evident in their product suite, which includes platforms like Jetstream for streaming analytics and Monocle for managing machine learning models. This focus on cutting-edge technology positions Ata, LLC as a significant player in the data solutions industry.



Data Mining Insights: Key Companies in Virginia


CompanyHeadquarterSizeFoundedOwnership
Elder ResearchCharlottesville, Virginia, United States (USA)51-2001995Corporate
InferenzVienna, Virginia, United States (USA)51-2002019Private
PiensoArlington, Virginia, United States (USA)1-102016Venture Capital
LovelyticsArlington, Virginia, United States (USA)201-5002017Private Equity
KineticaArlington, Virginia, United States (USA)51-2002016Venture Capital
Mosaic Data ScienceLeesburg, Virginia, United States (USA)51-2002004Private
InfinitiveAshburn, Virginia, United States (USA)51-2002003Private
ResonateReston, Virginia, United States (USA)51-2002008Private Equity
4DV AnalyticsAshburn, Virginia, United States (USA)11-502002Private
Data MachinesReston, Virginia, United States (USA)11-502016Private
Creative RadicalsMclean, Virginia, United States (USA)11-502011Private
Accure Inc.Reston, Virginia, United States (USA)11-502011Private
AbeyonArlington, Virginia, United States (USA)11-502013Private
Neustar, Inc.Reston, Virginia, United States (USA)1001-50001996Private
RiskSpanArlington, Virginia, United States (USA)51-2002001Private
Y Point Solutions LLC - An SBA 8A Certified firmMclean, Virginia, United States (USA)11-502011Private
LucientReston, Virginia, United States (USA)51-2002002Corporate
INA Solutions IncLeesburg, Virginia, United States (USA)11-502011Private
Ata, LLCGreat Falls, Virginia, United States (USA)11-502008Corporate


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