Top Big Data Analytics Startups in 2026

UpClear (upclear.com) is a technology SaaS company with a global customer base that is changing how Consumer Packaged Goods (CPG) companies manage their Trade Promotions. UpClear’s BluePlanner software is a best-in-class platform for Revenue Management, covering Sales Planning, Trade Promotion Management (TPM), Analytics, and Optimization (TPO). BluePlanner has been acknowledged by the Consumer Goods Technology publication as one of the leading solutions for Trade Promotion Management. UpClear is growing quickly and has been recognized for the sixth year in a row (2014 to 2019) as one of the fastest growing private companies by Inc 5000. UpClear serves clients in 25+ countries across Americas, Europe, and Asia-Pacific from its primary offices in New York (US), London (UK), Paris (France), and Hong Kong (China), and branch in Sydney (Australia).

About Us: app.box.com/v/SLGeneralDossier · What we do: We are a cloud-native SaaS machine data analytics platform, solving complex monitoring problems for DevOps, SecOps and ITOps teams. Customers love our product because it allows them to easily monitor and optimize their mission critical, large scale applications.   · Mission: Democratize machine data analytics through the Sumo Logic platform, bringing real-time data insights securely through the cloud.   · Massive Scale: Our microservices architecture in AWS ingests hundreds of terabytes daily across many geographic regions. Millions of queries a day analyze hundreds of petabytes of data.   · Funding and Growth: We serve over 2,000 customers across the globe including AirBnB, Alaska Airlines, Anheuser Busch, Hootsuite, Hearst, Hudl, Major League Baseball, Marriott, Medidata, Sauce Labs, Samsung SmartThings, SPS Commerce, Twitter, Telstra, Toyota, Zuora and more.

Elastic, the Search AI Company, enables everyone to find the answers they need in real time, using all their data, at scale — unleashing the potential of businesses and people. The Elastic Search AI Platform, used by more than 50% of the Fortune 500, brings together the precision of search and the intelligence of AI to enable everyone to accelerate the results that matter. By taking advantage of all structured and unstructured data — securing and protecting private information more effectively — Elastic’s complete, cloud-based solutions for search, security, and observability help organizations deliver on the promise of AI.

Placer.ai is a fast-growing big data startup led by seasoned executives and repeat entrepreneurs who are building the world's first "Google Analytics for the physical world" platform. Placer.ai’s platform provides instant visibility into any property in the U.S., presenting accurate details about visitation patterns and demographic breakdowns of visitors. Placer.ai’s customers can see where visitors have been before, where they go afterwards, where they typically go for sports, entertainment, groceries, etcetera, and what their interests are. Placer.ai's A.I.-based SaaS platform replaces archaic solutions such as manual surveys, installed cameras and other people counting systems, thus creating a blue ocean market of more than $100B. Placer.ai has grown 3x year-over-year for the past 3 years, counting more than 500 paying customers across a range of industries, including 2 of the world’s top 10 retailers, 2 of the top 10 CPG firms worldwide, a world’s top hospitality firm, 2 of the world’s top 10 commercial real estate (CRE) firms and 2 of the world’s top multinational asset managers and hedge funds. Placer has just raised its $50M Series B funding.

PingCAP is the fastest-growing enterprise subscription company our investors have ever seen. And how are we growing so fast? By building TiDB, a globally scalable hybrid transactional and analytical database and one of the most popular open source database in the world (don’t take our word for it, check it out: github.com/pingcap/tidb), which enables companies to painlessly scale their business while keeping the underlying infrastructure simple. Our product has been trusted and verified by web-scale application leaders and adopted by over 1500 users across industries. We’re being led by the best in the space—our founders were the original creators of TiDB. We’re looking for talented and amazing team players who want to accelerate our growth, while doing some of the best work of their careers. Join us as we build the database for the future! PingCAP is founded by the team that built TiDB, a world leading open-source, cloud-native, distributed SQL/NewSQL database for elastic scale and real-time analytics, which is compatible with MySQL, and enables companies to painlessly scale their business while keeping the underlying infrastructure simple and serve as a one-stop solution for all online transactions and analysis. We have raised US$342M in total for the past 6 years, and are the most valued NewSQL company on the planet! Our products have been trusted by large scale industry leaders and adopted by over 1500 companies across different industries, including Square, PayPay, Webank, Hulu, Booking.com, Dailymotion, Shopee, Zomato, VNG, Tencent, Xiaomi, Oppo, etc.We’re looking for talented and amazing team players who want to accelerate our growth, while doing some of the best work of their careers. Join us as we build the database for the future! Community: · Twitter: twitter.com/PingCAP · GitHub: github.com/pingcap/tidb · Stack Overflow: stackoverflow.com/questions/tagged/tidb · LinkedIn: linkedin.com/company/pingcap · Community Slack: pingcap.com/tidbslack

DataRobot is a predictive analytics platform for data scientists to build and deploy accurate predictive models in a fraction of the time it takes today. By harnessing the power of massively parallel computing, DataRobot builds and refines 1000s of possible models using R and Python to find the best ones in just hours. We've incorporated the knowledge and expertise of our world-class data science team into a solution that unleashes the productivity of practitioners, regardless of their level of expertise. From small companies with part-time data scientists to large enterprises with dedicated data science teams - DataRobot helps organizations make better predictions, faster.

Perchwell is a market intelligence, search and collaboration solution for real estate professionals and their clients. As a complete workflow solution, Perchwell allows agents to provide differentiated service to clients more efficiently and grow their businesses as a result. Perchwell is built on a comprehensive database of real estate data constructed from myriad public and private sources. Together, these data provide a rich foundation for evaluating the market and help professionals develop hyper-personalized, actionable insights in seconds. perchwell.com

GrowthBook is an open-core experimentation platform to design, run, analyze, and learn from A/B tests using companies existing data warehouse. Our platform gives any company the power of a customized testing solution like those used by Netflix, Uber, AirBnB, Pinterest, etc. The top 1% of companies spend thousands of hours building their own A/B testing platforms in-house. The other 99% are left paying for expensive 3rd party SaaS tools or hacking together unmaintained open source libraries. GrowthBook gives companies the flexibility and power of a fully-featured in-house A/B testing platform without needing to build it in-house. We easily integrate with processes and code to unlock the potential of effective, high velocity, experimentation programs. We are backed by top VCs including Y Combinator.

Datalogz is the BI Ops platform that provides visibility into BI environments. With it, we enable organizations to instantly cut costs, reduce risks, and increase BI efficiency.

Pagaya has forged a new approach to alternative, data-driven investment management in the fixed income and alternative credit markets through the development of a proprietary technology suite including advanced machine learning technologies and big data analytics. We serve a broad range of institutional and high net-worth investor markets including banks, pensions plans, foundations and private wealth