Maryland is home to a robust cluster of data mining companies that leverage technology to extract insights from vast arrays of data. This industry is characterized by firms specializing in artificial intelligence, machine learning, and advanced analytics. Many of these companies cater to essential sectors such as healthcare, finance, and government services, helping to solve critical challenges through data-driven solutions. As businesses increasingly depend on data for strategic decision-making, the demand for innovative data mining services continues to rise, pointing toward a growing investment in AI and machine learning technologies across various fields.

The data mining companies in Maryland vary in size and focus, with many founded from 1997 onwards. Centrally located in urban hubs like Rockville, Columbia, and Bethesda, these firms range from smaller startups to sizable enterprises. They specialize in advanced analytics, AI-enhanced decision-making, and precision data management, serving a wide array of industries. Many have received venture funding, underscoring the industry's health and growth potential.

Continue reading to explore Maryland's top data mining companies.

Top 24 Data Mining Companies in Maryland

1. Expert System

• Website: expertsystem.com
• Ownership type: Private
• Headquarters: Rockville, Maryland, United States (USA)
• Employee distribution: Italy 100%
• Founded year: 1989
• Headcount: 201-500
• LinkedIn: expert-system

Expert System, based in Rockville, Maryland, is an AI solutions provider that focuses on natural language processing technologies. Founded in 1989, the company has developed a range of products aimed at helping businesses automate and enhance their data processing capabilities. Their solutions cater to various industries, including insurance, banking, and pharmaceuticals, where they assist in streamlining operations and improving decision-making processes. Expert System's platform leverages a hybrid AI approach, integrating machine learning with knowledge-based AI, to effectively manage unstructured language data. This capability allows organizations to extract valuable insights from complex documents and data sources. The company has a global presence, serving clients such as AXA XL, Zurich Insurance Group, and Bloomberg, and has been recognized for its innovative contributions to the field of AI and data processing.

2. Syntes

• Website: syntes.io
• Ownership type: Private
• Headquarters: Bethesda, Maryland, United States (USA)
• Founded year: 2019
• Headcount: 11-50
• LinkedIn: graphit-lab

Syntes is a private technology firm based in Bethesda, Maryland, founded in 2019. The company specializes in AI and data management solutions, providing a comprehensive platform that integrates advanced analytics, machine learning, and data insights. Syntes aims to empower businesses across various sectors, including healthcare, financial services, and e-commerce, by enhancing their data capabilities and driving growth. Their platform features capabilities such as data capture, visualization, and collaboration, which are essential for effective data mining. Syntes also emphasizes seamless integration with existing systems, ensuring that organizations can adopt their solutions with minimal disruption. With a focus on real-world problem-solving, Syntes has processed millions of customer orders and integrated over 100 million records, showcasing their operational experience in the data management space.

3. Blend

• Website: blend360.com
• Ownership type: Private Equity
• Headquarters: Columbia, Maryland, United States (USA)
• Employee distribution: United States (USA) 40%, India 24%, Uruguay 14%, Other 23%
• Latest funding: $100.0M, August 2022
• Founded year: 2016
• Headcount: 501-1000
• LinkedIn: blend360

Blend360, founded in 2016 and based in Columbia, Maryland, is a data analytics consulting firm that provides technology solutions and professional services to Fortune 1000 companies. The company specializes in harnessing data and artificial intelligence to improve business performance across various industries, including financial services, healthcare, energy, retail, and technology. Their service offerings include business intelligence, data engineering, data science, and MLOps, which are designed to tackle complex challenges and deliver actionable insights. Blend360 has received significant funding, with a reported amount of $100 million in 2022, indicating strong investor confidence in their business model and growth potential. The company operates globally, with a workforce distributed across the United States, India, Uruguay, the United Kingdom, and Colombia, reflecting their commitment to a broad market presence and diverse client engagement.

4. Lexical Intelligence

• Website: lexicalintelligence.com
• Ownership type: Private
• Headquarters: Rockville, Maryland, United States (USA)
• Employee distribution: United States (USA) 100%
• Founded year: 2013
• Headcount: 11-50
• LinkedIn: lexical-intelligence

Lexical Intelligence, founded in 2013 and based in Rockville, Maryland, is a private consulting firm that specializes in artificial intelligence solutions and data analytics. With a team of 27 professionals, the company focuses on providing machine learning products, data cleaning services, and research analysis primarily for organizations in the biomedical research sector and government agencies. Lexical Intelligence aims to enhance decision-making and optimize research funding outcomes through its advanced AI capabilities. Their offerings include customizable machine learning platforms, content classification, and semantic data linking, which are particularly tailored to meet the needs of the biomedical community. The firm has established a reputation for delivering high-quality analyses and has received positive feedback from clients, including notable organizations like the National Institutes of Health (NIH).

5. Enveil

• Website: enveil.com
• Ownership type: Venture Capital
• Headquarters: Fulton, Maryland, United States (USA)
• Employee distribution: United States (USA) 91%, United Kingdom (UK) 9%
• Latest funding: Series B, $25.0M, April 2022
• Founded year: 2016
• Headcount: 51-200
• LinkedIn: enveil

Enveil is a technology company based in Fulton, Maryland, founded in 2016. The firm focuses on Privacy Enhancing Technologies (PETs) that protect data during its use, allowing organizations to securely analyze and share sensitive information. Their flagship product, ZeroReveal®, enables secure data usage and collaboration across various sectors, including public services, financial services, and healthcare. Enveil's solutions are designed to ensure that sensitive data remains protected while still allowing for valuable insights to be extracted. The company has received significant venture capital funding, with a reported $25 million in their Series B round in April 2022. Enveil has been recognized as a Cool Vendor in data security by Gartner and has been involved in various initiatives to advance secure AI capabilities, further solidifying its role in the data privacy and security industry.

6. Essential Software Inc.

• Website: essential-soft.com
• Ownership type: Private
• Headquarters: Gaithersburg, Maryland, United States (USA)
• Founded year: 2006
• Headcount: 11-50
• LinkedIn: essentialsoftinc

Essential Software Inc. is a technology firm based in Gaithersburg, Maryland, founded in 2006. The company focuses on artificial intelligence, cloud computing, and biomedical informatics, providing customized solutions to both federal and private clients in the life sciences sector. Their services are designed to enhance research efficiency by helping clients manage and analyze complex datasets. Essential Software Inc. has developed a range of software tools and applications that facilitate scientific discovery, particularly in areas such as genomic and proteomic research. They have collaborated with notable organizations, including the National Cancer Institute, to support significant data projects and initiatives. Their expertise in AI and machine learning allows them to offer innovative solutions that streamline workflows and improve data accessibility for researchers.

7. A Square Group (ASG)

• Website: a2-g.com
• Ownership type: Private
• Headquarters: Catonsville, Maryland, United States (USA)
• Employee distribution: United States (USA) 92%, India 8%
• Founded year: 2008
• Headcount: 51-200
• LinkedIn: a-square-group

A Square Group (ASG), founded in 2008 and based in Catonsville, Maryland, is a private technology solutions provider with a workforce of approximately 86 employees. The company specializes in IT consulting, data science, cybersecurity, and cloud services, catering to both businesses and government organizations. ASG aims to enhance operational efficiency and security through innovative solutions. Their data science services include statistical modeling, anomaly detection, and machine learning, which are essential components of data mining. ASG has also achieved recognition for its work, including a CMMI Level 3 certification, which reflects their commitment to process improvement and service excellence. They have successfully collaborated with notable entities, such as the Department of Veterans Affairs, to implement advanced data analytics solutions that improve decision-making and operational efficiency. ASG's focus on healthcare IT solutions further demonstrates their capability to apply data science in critical sectors.

8. COSO IT - A Big Data & AI Company

• Website: cosoit.com
• Ownership type: Private
• Headquarters: Gaithersburg, Maryland, United States (USA)
• Employee distribution: India 71%, Uzbekistan 15%, United States (USA) 15%
• Founded year: 2022
• Headcount: 1-10
• LinkedIn: coso-it

COSO IT - A Big Data & AI Company, founded in 2022 and based in Gaithersburg, Maryland, is a consulting firm that focuses on Big Data, Analytics, and Artificial Intelligence. With a small team of around 123 employees, the company aims to empower businesses by enhancing their data management and analytical capabilities. COSO IT serves clients across various sectors, including insurance, banking, education, telecom, and retail, providing tailored solutions that drive operational efficiency. Their service offerings include Big Data services utilizing technologies like Hadoop and Spark, as well as advanced analytics and AI solutions. The company has made significant strides in establishing itself in the industry, emphasizing the importance of real-time data analytics and innovative solutions to meet the evolving needs of businesses. COSO IT also invests in training and education, ensuring that their clients are equipped with the knowledge to leverage data effectively.

9. Cymertek Corporation

• Website: cymertek.com
• Ownership type: Private
• Headquarters: Columbia, Maryland, United States (USA)
• Employee distribution: United States (USA) 100%
• Founded year: 2010
• Headcount: 11-50
• LinkedIn: cymertek-corporation

Cymertek Corporation, founded in 2010 and based in Columbia, Maryland, is a private technology consulting firm with a workforce of 31 employees. The company specializes in software development, big data cloud solutions, and analytics, catering to businesses and organizations facing intricate IT challenges. Cymertek prides itself on providing skilled technical solutions, particularly in areas such as artificial intelligence, machine learning, and natural language processing. Their commitment to employee satisfaction is evident through a robust benefits package and a supportive work environment, which they believe enhances their ability to deliver high-quality services to clients. Cymertek's involvement in the industry is marked by their focus on innovative solutions that leverage big data and analytics, making them a relevant player in the data mining sector.

10. Red Arch Solutions

• Website: redarchsolutions.com
• Ownership type: Private
• Headquarters: Columbia, Maryland, United States (USA)
• Employee distribution: United States (USA) 100%
• Founded year: 2004
• Headcount: 51-200
• LinkedIn: red-arch-solutions

Red Arch Solutions, founded in 2004 and based in Columbia, Maryland, is a private technology company that specializes in data modernization, analytics, cybersecurity, and cloud solutions. The firm primarily serves the Intelligence Community and the Department of Defense, providing tailored solutions to meet national security challenges. Their team consists of skilled engineers, analysts, and IT professionals who are dedicated to developing and deploying mission-critical solutions. Red Arch Solutions emphasizes employee development and offers a range of benefits to support their workforce. Their core services include data mining, natural language processing, and artificial intelligence, which are essential for modern data analytics. The company has also been recognized for its commitment to quality and customer satisfaction, ensuring that they meet the unique needs of their clients.

11. DSFederal

• Website: dsfederal.com
• Ownership type: Private
• Headquarters: Rockville, Maryland, United States (USA)
• Employee distribution: United States (USA) 98%, India 2%
• Founded year: 2007
• Headcount: 51-200
• LinkedIn: dsfederal

DSFederal, Inc. is a private consulting firm based in Rockville, Maryland, founded in 2007. The company specializes in data science, technology services, bioscience, and public health, primarily serving federal agencies. With a workforce of 51-200 employees, DSFederal aims to empower its clients by leveraging data and technology to enhance operational efficiency and public health outcomes. Their expertise in data science includes developing natural language processing solutions and conducting data analysis to support health outcomes studies and program evaluations. DSFederal has established partnerships with organizations like Taiwan AI Labs to enhance their data services. They are recognized as a Woman-Owned Small Business and hold several certifications, including CMMI and ISO standards, which reflect their commitment to quality and compliance in their operations.

12. Nextonic Solutions

• Website: nextonicsolutions.com
• Ownership type: Private
• Headquarters: Germantown, Maryland, United States (USA)
• Employee distribution: United States (USA) 100%
• Founded year: 2018
• Headcount: 11-50
• LinkedIn: nextonic-solutions-llc

Nextonic Solutions, based in Germantown, Maryland, is a consulting firm that specializes in scientific and technical services. Founded in 2018, the company has quickly established itself in the fields of biomedical research, data science, health IT, and life sciences. With a team of experts, Nextonic Solutions provides tailored solutions to healthcare organizations and research institutions, aiming to enhance operational efficiency and research capabilities. Their services include advanced data analysis, bioinformatics, and machine learning, which are crucial for extracting insights from complex biological data. Notably, they have achieved AWS Select Tier Partner status and ISO 9001 certification, underscoring their commitment to quality and innovation. Their recent research utilizing the N3C Data Portal highlights their active role in addressing significant health challenges, such as COVID-19, through data-driven approaches. This combination of technical expertise and industry involvement positions Nextonic Solutions as a notable player in the data science and biomedical research sectors.

13. Codescratch

• Website: codescratch.com
• Ownership type: Private
• Headquarters: Southern Maryland, Maryland, United States (USA)
• Employee distribution: United States (USA) 100%
• Founded year: 2018
• Headcount: 11-50
• LinkedIn: codescratch

Codescratch, founded in 2018 and based in Southern Maryland, is a private technology solutions provider with a workforce of 11-50 employees. The company specializes in software development and advanced analytics, catering primarily to clients in the Intelligence and Department of Defense sectors. Codescratch offers innovative products such as VIPER, which focuses on user activity monitoring to identify and mitigate internal data breaches, and ALCHEMY, a machine learning evaluation platform that emphasizes MLOps, observability, and security. Their mission is to deliver secure and scalable technology solutions, leveraging their expertise in cloud computing, data management, and machine learning to enhance data handling and security for their clients. Codescratch prides itself on a team of technical engineers dedicated to providing mission-centric solutions that adapt to the evolving needs of their customers.

14. NiSUS Technologies Corporation

• Website: nisustech.com
• Ownership type: Private
• Headquarters: Columbia, Maryland, United States (USA)
• Employee distribution: United States (USA) 100%
• Founded year: 1997
• Headcount: 11-50
• LinkedIn: nisus-technologies-corporation

NiSUS Technologies Corporation, founded in 1997 and based in Columbia, Maryland, is a private technology services firm that specializes in cybersecurity, data analytics, and cloud solutions. With a team of approximately 21 employees, the company provides a range of services aimed at addressing complex technological challenges faced by businesses and organizations. Their offerings include threat intelligence, cybersecurity measures, and various analytics services that help clients extract valuable insights from their data. NiSUS also emphasizes the importance of big data and visualization, enabling organizations to make better decisions based on comprehensive data analysis. Furthermore, their expertise in artificial intelligence and machine learning positions them to assist clients in automating processes and uncovering hidden insights. Overall, NiSUS Technologies is dedicated to delivering innovative and cost-effective solutions that enhance operational efficiency and drive business success.

15. DSM Engines LLC

• Website: dsmengines.com
• Ownership type: Private
• Headquarters: Bethesda, Maryland, United States (USA)
• Employee distribution: Bulgaria 71%, United States (USA) 29%
• Founded year: 2014
• Headcount: 11-50
• LinkedIn: dsm-engines-llc

DSM Engines LLC, founded in 2014 and based in Bethesda, Maryland, is a business analytics consulting firm that specializes in delivering customized data analytics solutions. With a team of skilled data analysts and consultants, the company focuses on helping clients enhance their sales and marketing strategies through actionable insights derived from their data. DSM Engines offers a range of services, including data integration, performance measurement, data visualization, and sales pipeline analytics. They work closely with clients to ensure that their analytics processes are seamlessly integrated into existing business operations, ultimately driving measurable results. The firm serves a variety of industries, providing tailored solutions that address specific business challenges. With a significant portion of their workforce based in Bulgaria, DSM Engines combines local expertise with a global perspective, making them a notable player in the analytics and data mining sector.

16. WealthEngine

• Website: wealthengine.com
• Ownership type: Corporate
• Headquarters: Bethesda, Maryland, United States (USA)
• Latest funding: $14.5M, December 2020
• Founded year: 1991
• Headcount: 51-200
• LinkedIn:

WealthEngine, based in Bethesda, Maryland, is a data analytics company that specializes in wealth intelligence and prospect research. Founded in 1991, the company has spent over two decades refining its offerings to help businesses and nonprofits identify and engage affluent prospects. WealthEngine's platform utilizes machine learning to analyze billions of data points, generating millions of pre-scored profiles that provide insights into individuals' wealth, giving capacity, and engagement potential. Their clientele includes luxury brands and educational institutions, all seeking to enhance their fundraising and marketing strategies. In December 2020, WealthEngine secured $14.5 million in funding, underscoring its ongoing relevance in the data analytics industry. The company’s solutions not only streamline prospecting efforts but also improve the efficiency of customer acquisition and fundraising campaigns, making it a significant player in the data mining sector.

17. DataLab USA

• Website: datalabusa.com
• Ownership type: Corporate
• Headquarters: Germantown, Maryland, United States (USA)
• Employee distribution: United States (USA) 100%
• Latest funding: $68.7M, October 2006
• Founded year: 1979
• Headcount: 51-200
• LinkedIn: ariana-lacoste-2b63a385

DataLab USA, based in Germantown, Maryland, has been operational since 1979. The company specializes in data-driven analytics and marketing consultancy, providing services that help businesses enhance their marketing strategies through data insights. They maintain over 1,000 predictive models annually and have a strong focus on machine learning and data processing. DataLab USA collaborates with more than 25 data supplier partners, utilizing a vast array of consumer and demographic data to support their clients' marketing efforts. Their expertise in data hygiene and processing ensures that clients receive accurate and actionable insights. The company has also participated in various predictive modeling competitions, showcasing their capabilities in the field. With a workforce of around 130 employees, DataLab USA continues to serve marketing executives and businesses looking to optimize their marketing programs.

18. Innovim

• Website: innovim.com
• Ownership type: Private
• Headquarters: Silver Spring, Maryland, United States (USA)
• Employee distribution: United States (USA) 100%
• Founded year: 2002
• Headcount: 51-200
• LinkedIn: innovim

Innovim is a private, women-owned small business based in Silver Spring, Maryland, founded in 2002. The company focuses on data analytics and engineering services, primarily serving federal agencies such as NASA and NOAA. Innovim transforms vast amounts of environmental and scientific data into actionable insights, aiding decision-making processes crucial for various missions. Their core capabilities include data engineering, machine learning, and systems engineering, which are essential for managing and analyzing large datasets. Innovim has developed a proprietary machine learning platform called InnoVisions™, designed to address unique data analytics needs. This platform integrates advanced data management and analytics tools, enabling clients to extract valuable insights from complex data environments. With a team of skilled scientists and engineers, Innovim is committed to delivering high-quality services that support mission-critical operations in the fields of weather, climate, and environmental science.

19. Infotrend Inc

• Website: infotrend.com
• Ownership type: Private
• Headquarters: College Park, Maryland, United States (USA)
• Employee distribution: United States (USA) 100%
• Founded year: 2003
• Headcount: 51-200
• LinkedIn: infotrend-inc

Infotrend Inc, founded in 2003 and based in College Park, Maryland, is a private technology solutions provider that specializes in modernization and application development tailored for federal agencies. With a workforce of approximately 90 employees, the company has carved out a niche in offering services such as enterprise legal management, data management, and advanced analytics. Infotrend's expertise extends to AI and machine learning, which are integral to extracting insights from large datasets. Their approach is characterized by a commitment to enhancing operational efficiency for government clients, addressing complex challenges through innovative technology solutions. Infotrend operates as a certified 8(a) Small Business, emphasizing their capability to manage a broad portfolio of government programs. Their focus on data management and advanced analytics positions them as a player in the data mining space, albeit primarily within the confines of federal contracts.

20. Greencode Software

• Website: greencodesoftware.com
• Ownership type: Private
• Headquarters: College Park, Maryland, United States (USA)
• Employee distribution: Argentina 72%, United States (USA) 18%, India 5%, Other 5%
• Founded year: 2013
• Headcount: 11-50
• LinkedIn: greencodesoftware

Greencode Software, founded in 2013 and based in College Park, Maryland, is a private technology consulting company with a workforce of approximately 39 employees. The firm specializes in data engineering, AI solutions, and custom software development, catering to businesses looking to enhance their operations and customer experiences through innovative technology. Greencode Software operates across various sectors, focusing on strategic solutions that facilitate data-driven transformation. Their expertise in building scalable data architectures and actionable strategies positions them well within the data mining industry, as they help clients unlock the full potential of their data. The company has established partnerships with major tech firms like Microsoft Azure and AWS, further solidifying their role in the technology landscape.

21. Phoenix Operations Group

• Website: phoenix-opsgroup.com
• Ownership type: Private
• Headquarters: Marriottsville, Maryland, United States (USA)
• Employee distribution: United States (USA) 100%
• Founded year: 2011
• Headcount: 11-50
• LinkedIn: phoenixopsgroup

Phoenix Operations Group, founded in 2011 and based in Marriottsville, Maryland, is a technology solutions provider that focuses on cloud infrastructure, big data analytics, and machine learning services. The company primarily serves government organizations, especially within the defense and intelligence sectors. Their mission is to enhance operational capabilities and support mission-critical functions through innovative technology solutions. Phoenix Operations Group emphasizes collaboration and continuous learning, encouraging their employees to engage in open-source projects and contribute to research and development. Their technical competencies include machine learning, artificial intelligence, and enterprise architectures, which are essential for processing and analyzing large datasets. The company is committed to arming analysts with the tools they need to make informed decisions in high-stakes environments.

22. Peterson Technologies

• Website: ptech-llc.com
• Ownership type: Private
• Headquarters: Elkridge, Maryland, United States (USA)
• Employee distribution: United States (USA) 91%, Brazil 9%
• Founded year: 2001
• Headcount: 51-200
• LinkedIn: peterson-technologies

Peterson Technologies, founded in 2001 and based in Elkridge, Maryland, is a private technology company that specializes in software development and IT consulting. The firm provides a range of services, including data analysis, mission systems solutions, and artificial intelligence, primarily to government agencies and organizations within the Intelligence Community. With a workforce of approximately 51-200 employees, Peterson Technologies has established itself as a key player in addressing complex data challenges. The company has a notable history of involvement in big data solutions, having been an early adopter of Hadoop and contributing to the development of Apache Accumulo. Their focus on data discovery and analysis positions them well within the data mining industry, as they work to uncover valuable insights from large volumes of structured and unstructured data. Peterson Technologies is also recognized as a Service-Disabled Veteran-Owned Small Business, which adds to its credibility in the sector.

23. Emerald Consulting Group

• Website: emeraldjhu.com
• Ownership type: Private
• Headquarters: Baltimore, Maryland, United States (USA)
• Employee distribution: United States (USA) 100%
• Founded year: 2022
• Headcount: 11-50
• LinkedIn: emerald-consulting-group-jhu

Emerald Consulting Group, founded in April 2022, is a technology consulting firm based in Baltimore, Maryland. The company focuses on providing high-quality technology consulting and business analytics services primarily to the life sciences sector, including medical devices, biotechnology, and pharmaceuticals. With a team of consultants and developers drawn from top talent at Johns Hopkins University, Emerald offers a range of services such as software development, mobile application design, and comprehensive market research. Notably, one of their strongest areas is data analysis and machine learning, where they utilize advanced tools to help clients make informed decisions based on large datasets. Their approach emphasizes creative solutions and client-centered operations, aiming to enhance the technological capabilities and market strategies of their clients. As of now, there is no reported funding for the company, indicating they are operating independently.

24. Evidencity

• Website: evidencity.com
• Ownership type: Venture Capital
• Headquarters: Annapolis, Maryland, United States (USA)
• Employee distribution: United States (USA) 61%, Spain 13%, Ethiopia 13%, Other 13%
• Latest funding: Series A, April 2021
• Founded year: 2014
• Headcount: 11-50
• LinkedIn: evidencity-inc

Evidencity, founded in 2014 and based in Annapolis, Maryland, is a data research company that specializes in risk assessment and compliance solutions. The company offers a suite of services, including TruthSeeker, TruthExplorer, and TruthKeeper, which are aimed at helping clients identify risks in relationships and ensure ethical business conduct. Evidencity's approach combines local research with big data analytics to create unique datasets that reveal hidden risks associated with individuals and organizations. Their focus on transparency and the elimination of bad actors positions them as a valuable player in the data mining industry, particularly for professionals in risk, compliance, and investigative sectors. The company has not reported any recent funding, indicating a stable operational model since its last funding round in 2021.

Data Mining Insights: Key Companies in Maryland

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