By Alyssa Schroer  |  August 7, 2018

The term big data is tossed around in the business and tech world pretty frequently. In a nutshell, it's the process of taking very large sets of complex data from multiple channels and analyzing it to find patterns, trends, problems and provides opportunities to gain actionable insights. Big data is very valuable, but also a lot to handle for traditional software.

A number of companies have emerged over the years to provide solutions for wrangling huge datasets and understanding the relevant information within them. Some offer powerful data analysis tools, while others aggregate and organize datasets into usable formats. The following companies all tackle big data, enabling companies to make better sense of their businesses and take new steps towards problem-solving.


civis analytics big data companies
civis analytics

Civis Analytics

Location: Chicago

What it does: Founded by Dan Wagner, who served as the chief analytics officer on President Barack Obama's 2012 re-election campaign, Civis Analytics creates cloud-based analytics solutions so companies can answer crucial questions and build its businesses. The company’s proprietary algorithm unifies data and ensures datasets are clean and prepared for modeling. Civis works with Fortune 500 companies as well as prominent nonprofits like the Bill & Melinda Gates Foundation, using data to solve a wide range of problems.


bigid big data companies


Location: NYC

What it does: With data breaches becoming more and more common, BigID provides companies with the tools to protect and manage personal data privacy. BigID supplies solutions that keep companies compliant with the General Data Protection Regulation (GDRP), automate data mapping and even identify impacted users after breaches.


big panda big data companies


Location: Mountain View, Calif.

What it does: BigPanda supplies an autonomous digital operations solution to companies like Macy’s, Riot Games, Shutterfly and Cisco. The platform enables IT Ops teams to correlate operational data and alerts, automate incident responses and streamline workflows.


cloudera big data companies


Location: Palo Alto, Calif.

What it does: Cloudera supplies a cloud platform for analytics and machine learning built by people from leading companies like Google, Yahoo!, Facebook and Oracle. The technology gives companies a comprehensive view of its data in one place, providing clearer insights and better protection.


databricks big data companies


Location: San Francisco

What it does: Databricks is an analytics platform that unites data engineering and data science. The company's solutions unify data and machine learning while also reducing the complexities of infrastructure. Major companies like HP, Live Nation, Edmunds, Samsung and Cisco are using Databricks.


domo big data companies


Location: American Fork, Utah

What it does: Domo connects all employees to decision-driving data within their businesses. The platform provides real-time data with over 300 interactive dashboards and charts. Companies like DHL, The Honest Company and Mastercard use Domo to increase productivity and create data-driven cultures.


crunchbase big data companies


Location: San Francisco

What it does: Crunchbase is a leading source of information and news about global companies, industry trends and investments. The online destination supplies a wide breadth of data and tools from startup funding news and large acquisitions to data integration products for enterprises.


alation big data companies


Location: Redwood City, Calif. 

What it does: Alation provides a collaborative data catalog for enterprises to collect and understand the most relevant information for its businesses. The company connects with major data platforms like Oracle, IBM, MySQL, Cloudera and Teradata to create one resource for all data-facing employees in a company. Its products are used by some of the largest finance firms in the world, as well as major brand like eBay, Square and Pfizer.


alteryx big data companies


Location: Irvine, Calif.

What it does: Alteryx is an analytics platform offering end-to-end solutions for both data scientists and business analysts. The technology lets multiple teams to work together to find solutions within their data. Alteryx partners with developers, analytics experts and the leading systems integrators to train and support its customers, achieving better business outcomes.


google big data companies


Location: Mountain View, Calif.

What it does: For the last two decades Google has evolved and exponentially grown from the search engine we all know and use to the multinational company it is today. With dozens of products and services, Google keeps immense amounts of information and data organized and accessible to its users. Additionally, the search giant has used big data, artificial intelligence and machine learning to improve existing products and propel innovation. 


hortonworks big data companies


Location: Santa Clara, Calif.

What it does: Hortonworks provides open data platforms and modern data applications to companies like Nissan, Freddie Mac, Progressive and Samsung. The platform is built on Apache Hadoop and customers can manage their data assets wherever they are.


ibm big data companies


Location: Armonk, N.Y.

What it does: In addition to its myriad technology products and services, IBM supplies analytical solutions to help companies wrangle data effectively. The company’s focus for data is to ensure it is built on a solid foundation while making it simple and accessible with scaled insights. As one of the largest tech companies in the world, it's no surprise IBM is creating big data solutions for its customers. 


salesforce big data companies


Location: San Francisco

What it does: Salesforce is one of the most well-known CRMs. The powerful tool lets companies log, manage and analyze customer data, information and activity. The platform is accessible from any location and helps sales and marketing teams integrate across apps and devices to ensure all crucial customer data is in one place.




Location: San Jose, Calif.

What it does: Cohesity supplies a hyperconverged storage platform, consolidating secondary data and removing the need for secondary storage silos. Utilized by the federal government and enterprise customers, Cohesity easily stores all files, backups, test/dev and analytics in one place (hence the name).


datameer big data companies


Location: San Francisco

What it does: Datameer is a hybrid cloud platform where business analysts and data scientists can create pipelines from any data source in any location. Datameer's products are used by companies and organizations in health, finance and telecommunication industries to deliver strategy-driving data.


informatica big data companies


Location: Redwood City, Calif.

What it does: Informatica’s intelligent data platform collects data from any source, no matter how fragmented, and transforms it into a safe and accessible data set. Its modular platform gives companies the flexibility to scale, adding management products as data grows.


mapd big data companies


Location: San Francisco

What it does: Getting its start from research at MIT, MapD transcends the performance and scale limitations companies often find with large datasets. In order to handle these large quantities of data, the platform utilizes both GPU and CPU processing to increase scalability.


mu sigma big data companies
mu sigma

Mu Sigma

Location: Northbrook, Ill.

What it does: Mu Sigma is a leading provider of analytical solutions around the world. Its software lets companies scale problem solving and decision making through a virtual chain of mapping, analytics execution and operationalization.


new relic big data companies
new relic

New Relic

Location: San Francisco

What it does: New Relic is a an application performance monitoring solution delivered as a SaaS product. With full-stack visibility, the solution helps developers, IT teams and companies analyze large quantities of data and unravel insights in real-time.


noodle analytics big data companies
noodle analytics

Location: San Francisco

What it does:'s supercomputing and data science platform detects patterns within a company’s external and internal data. Noodle’s mathematical modeling ensures the best operating plan is identified from billions of opportunities.


oracle big data companies


Location: Redwood Shores, Calif.

What it does: Oracle is a computer technology company providing a variety of database products and solutions. The company's cloud platform helps enterprises make data useful through visualizations, machine learning models and predictive analytics.


qubole big data companies


Location: Santa Clara, Calif.

What it does: Qubole is a self-managing, self-optimizing cloud-based data activation platform. Constantly learning about a company’s data, the platform is made for any employee who interacts with data regularly, enabling them to increase collaboration and focus on business outcomes.


qumulo big data companies


Location: Seattle

What it does: Qumulo is the creator of the first universal-scale file storage system called Qumulo File Fabric or QF2. The system stores as many files as needed, regardless of size, and moves data wherever it’s needed, making it accessible in the cloud or on-premise.


reltio big data companies


Location: Redwood Shores, Calif.

What it does: Reltio is a cloud data management platform for companies and organizations in industries ranging from finance and healthcare to life sciences and oil. The self-learning platform organizes all types of data at unlimited scale, unifying datasets and integrating analytics for business operations and processes.


SAP big data companies


Location: Newton Square, Pa.

What it does: SAP's data management suite operates across the cloud, enabling free movement between data systems and applications, while providing a unified view of data for enhanced monitoring and analytics.


striim big data companies


Location: Palo Alto, Calif.

What it does: Striim is a streaming integration solution for real-time data movement into data warehouses, databases and other analytical systems. Companies can create data pipelines for cloud and data integration, detect security threats, fraud and other risks in real-time.


tableau big data companies


Location: Austin, Texas

What it does: Tableau makes solutions that help people understand their data through visualization, analysis and sharing across devices. With interactive and organized dashboards, Tableau enables easy collaboration and provides the analytical insights needed to answer questions and make decisions.


tamr big data companies


Location: Cambridge, Mass.

What it does: Tamr provides data unification solutions to enterprises like GE, HP, GSK and Toyota. Utilized for both clinical and customer analytics, companies can spend less time preparing data and more time understanding customer behavior and utilizing existing clinical knowledge.


teradata big data companies


Location: San Diego

What it does: Teradata is a software and data company providing a variety of products to help with analytical challenges and queries. The platform provides analytics at scale, simplifying user experience. Teradata is used by major brands like Verizon, P&G, Columbia Sportswear, American Red Cross and Warner Brothers.


trendkite big data companies


Location: Austin, Texas

What it does: Trendkite makes data and analytics solutions that PR teams can use to measure the impact of their work. The software’s flexible dashboards help companies determine media influence and prove ROI through SEO impact and PR attribution metrics.


unacast big data companies


Location: NYC

What it does: Unacast is the creator of the Real World Graph, built on information gathered from billions of data points between people, places and sensors that span millions of devices and locations. Having access to the bigger picture of information supplies context for enterprises, providing more transparency and ensuring the data can be utilized to the fullest extent.


vmware big data companies


Location: Palo Alto, Calif.

What it does: VMware provides cloud infrastructure and digital transformation technology. The company's services span industries like education, finance, healthcare, manufacturing and retail to support both business and technological needs.


Images via Shutterstock, social media and screenshots of company web pages.

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