Top 10 Big Data Software Companies (November 2026)

Palo Alto, California, United States

data virtualization software company

New York, New York, United States

Accelerating time-to-insight for workload-intensive applications, the VAST Data Platform delivers scalable performance, radically simple data management and enhanced productivity for the AI-powered world. Launched in 2019, VAST is the fastest-selling data infrastructure startup in history.

Seattle, WA, United States

Modern enterprises have to manage exponentially-growing exabyte-scale data stores comprised mostly of unstructured data. Someone (often IT) has the difficult job of staying on top of managing these data stores, which becomes more difficult to do as enterprise datasets expand from the data center to the edge and cloud. And while scale and complexity are rising, budgets and staff are not. Existing solutions suffer from two crucial shortcomings: Complexity and platform lock-in. Legacy solutions are excruciatingly complex to deploy and manage. And nearly every solution restricts users to running in only the data center and on expensive, inflexible proprietary hardware platforms. Qumulo is the simple way to manage exabyte-scale data anywhere — edge, core, or cloud — on the platform of your choice. In a world with trillions of files and objects comprising 100+ zettabytes worldwide, companies need a solution that combines the ability to work anywhere with simplicity. This is precisely what Qumulo was founded to accomplish.

Seongnam, Gyeonggi-do, South Korea

Rebellions is a South Korean AI accelerator startup specializing in the development of AI hardware for data centers, including chips and systems designed for efficient inference in large-scale applications.

Helsinki, Finland

Aiven is your AI-ready Open Source Data Platform. Aiven is an AI-ready open source data platform company, helping organizations gain more value from their data. Aiven’s cloud platform combines open choice services to stream, store, and serve data, simply, securely, and rapidly across major cloud providers to power innovation. Aiven is trusted by thousands of customers to create next-generation applications confidently and quickly. Aiven is headquartered in Helsinki and has hubs in Amsterdam, Berlin, Paris, London, Singapore, Sydney, Auckland, Austin and Toronto. To learn more about Aiven, visit https://aiven.io.

Mountain View, California, United States

Provides database server so companies can compile and analyze large amounts of data

Santa Clara, California, United States

Dremio is the intelligent lakehouse platform trusted by thousands of global enterprises, including Shell, TD Bank, Michelin, and Farmer’s Insurance. AI and analytics initiatives face significant delays due to the time-intensive process of dataset creation. Data engineering teams are overburdened, disconnected data sources require complex ETL processes, and prolonged iteration cycles with business stakeholders slow progress. Dremio eliminates these bottlenecks by unifying data sources without ETL, simplifying the creation of high-quality, governed datasets, and delivering autonomous performance optimization to accelerate AI. From the original co-creators of Apache Polaris and Apache Arrow, Dremio is the only lakehouse built natively on Apache Iceberg, Polaris, and Arrow - providing flexibility, preventing lock-in, and enabling community-driven innovation.

Bengaluru, Karnataka, India

CoffeeBeans Consulting is a technology partner dedicated to driving business transformation. With deep expertise in Cloud, Data, MLOPs, AI, Infrastructure services, Application modernization services, Blockchain, and Big Data, we help organizations tackle complex challenges and seize growth opportunities in today’s fast-paced digital landscape. We’re more than just a tech service provider; we're a catalyst for meaningful change. What Makes CoffeeBeans Different? At CoffeeBeans, we believe that technology should empower—not complicate—businesses. We stand apart by offering holistic tech solutions that cover every phase of growth, from Product Development to DevOps, providing seamless integration and ongoing support. Our approach focuses on both innovation and practical impact, ensuring that our solutions are not only cutting-edge but also drive real, measurable results. With specialized expertise across industries such as BFSI, AgriTech, IT, eCommerce, and Supply Chain, we tailor our strategies to address specific challenges and needs. Additionally, our flexible engagement models allow clients to access on-demand tech expertise, ensuring they stay agile and competitive in a rapidly evolving market. Technology Capabilities Our team excels in: - Cloud and Data - Big Data and Analytics - Data Science and AI/ML Model Development - Blockchain Technology - Data Engineering Partner with CoffeeBeans Consulting to take your business forward with technology that truly makes a difference.

San Ramon, California, United States

Tessell is an AI-native, multi-cloud DBaaS platform that unifies transactional and analytical database management into a single intelligent control plane, automating operations, reducing costs by up to 45%, and boosting performance by over 50%.

San Francisco, California, United States

Redpanda is pioneering the Agentic Data Plane (ADP) - a new category in AI infrastructure that makes it simple and secure to connect AI agents with enterprise data and systems. Built on a multi-modal data streaming engine, Redpanda empowers agentic applications that reason and act in real-time with speed, autonomy, and precision. Global leaders including Activision Blizzard, Cisco, Moody's, Texas Instruments, Vodafone and 2 of the top 5 banks in the U.S. rely on Redpanda to process hundreds of terabytes of data a day. Backed by premier venture investors Lightspeed, GV and Haystack VC, Redpanda is a diverse, people-first organization with teams distributed around the globe.