StarTree Secures $24 Million Funding to Commercialize Analytics Platform Used by LinkedIn and Uber

ByWritten byStarTree
May 5, 20216 minutes read

Will spur growth of emerging market for user-facing analytics

MOUNTAIN VIEW, Calif., May 05, 2021 (GLOBE NEWSWIRE) -- StarTree, Inc. today announced $24 million in Series A funding to build and offer a cloud analytics-as-a-service platform built around Apache Pinot™, which is uniquely designed to serve up fresh analytics at scale with low latency for thousands or millions of users. StarTree was founded by Apache Pinot’s creators, who built and operated the real-time analytics platform at LinkedIn and Uber. Apache Pinot has now been proven at scale by LinkedIn, Stripe, Uber, Walmart, Weibo, WePay and many others. StarTree will use the investment to spur broad adoption of user-facing analytics, as progressive data-driven companies provide real-time insights to customers and business partners to grow their engagement and revenue.

The Series A funding was led by Bain Capital Ventures and GGV Capital, with investment from existing investor CRV. StarTree previously raised $4 million seed funding in November 2019, led by CRV with additional investment from LinkedIn and a who’s who of individual investors: Neha Narkhede, co-founder at Confluent; Gokul Rajaram, DoorDash executive and Coinbase board member; Jason Warner, CTO at GitHub; Igor Perisic, Chief Data Officer at LinkedIn; Raghu Hiremagalur, CTO at LinkedIn; Jason Forget, CRO at Redis Labs; and Chet Kapoor, CEO at DataStax.

“From LinkedIn to Uber to Stripe, the most innovative companies increasingly provide real-time analytics as part of their applications,” said Glenn Solomon, managing partner at GGV Capital. “Providing scalable insights to users and customers serves as a strong competitive advantage, fueling more engagement and more revenue. Our research has shown that Apache Pinot is the highest performance real-time analytics platform in the market, putting StarTree in the unique position to democratize data for all users. We’re excited to back this incredible team.”

StarTree’s investors believe that user-facing analytics will grow into a multi-billion dollar market opportunity. Examples of user-facing analytics include more than 50 LinkedIn products, all powered by Apache Pinot, ingesting millions of events per second and serving more than 150,000 queries per second at millisecond latency. Sample applications include LinkedIn’s Who Viewed My Profile, LinkedIn’s Company Analytics and UberEats Restaurant Manager.

“Real-time analytics are moving beyond the enterprise, as digital pioneers increasingly see value in exposing insights to their customers, partners and franchisees,” said Enrique Salem, partner at Bain Capital Ventures. “That creates new pressure on existing data infrastructures, which are inadequate for real-time use cases. Data warehouses, data lakes and stream processing systems are all part of the modern data stack, but enterprises still need better ways to federate and serve up fresh analytics at scale with low latency. We believe a new generation of real-time OLAP data stores will meet the need, and StarTree is well positioned to become the category leader based on their groundbreaking work with Apache Pinot.”

"StarTree represents one of the best early technical teams I've ever seen in my venture career," said Max Gazor, General Partner at CRV which led the Series Seed round in the company. "Under Kishore's leadership, the company has very quickly built the market's leading real-time data platform that companies of all sizes can leverage."

Using Analytics to Fuel Customer, Partner and Member Engagement

“While at LinkedIn, I saw the positive impact that Apache Pinot and Apache Kafka delivered,” said Neha Narkhede, co-founder of Confluent and former lead engineer at LinkedIn. “The high-throughput, scalable, real-time analytics made possible by Pinot created new opportunities for LinkedIn and our members, driving improved engagement, delivering new features, and enabling every member direct access to their user analytics. I am excited to now support the commercial rollout of Apache Pinot through the work of StarTree, which will further democratize data analytics and the value enterprises create from their massive and growing data stores.”

“Apache Pinot revolutionized the way LinkedIn thinks about data analytics and delivers value to our members and customers through highly dimensional, near-real-time insights,” said Igor Perisic, Chief Data Officer, LinkedIn. “Member experiences, such as ‘Who Viewed My Profile’ data, have been enabled at scale thanks to Pinot’s performance profile. As the first company to use this technology, we are thrilled to see StarTree moving quickly toward commercialization so the rest of the world can reap similar benefits from the platform.”

Delivering Real-Time Data for More Users and Use Cases

StarTree’s founding team brings more than 40 years of combined experience building and operating distributed systems serving billions of users, and includes engineering leaders who developed Apache Pinot and Apache Helix, as well as other open-source projects including ThirdEye, Espresso and Samza.

“Businesses struggle to fully realize the value of their massive and growing data,” said Kishore Gopalakrishna, co-founder and CEO of StarTree. “StarTree meets that challenge by meaningfully expanding the types of people who can access and act on real-time data. With StarTree, all technical and non-technical users can make better decisions with the most up-to-date information. We are thrilled to work with top investors like Bain Capital, GGV and CRV to bring our vision to life, as we help businesses reimagine what’s possible with their data.”

StarTree’s commercial product is built on the same real-time distributed OLAP data store as Apache Pinot. The data store can ingest from batch data sources (such as Hadoop HDFS, Amazon S3, Azure ADLS, Google Cloud Storage) as well as stream data sources (such as Apache Kafka). The software-as-a-service product will be designed for analysts, data scientists and developers to build enterprise applications and business intelligence systems.

For more information about StarTree and Apache Pinot and to sign up for updates, please visit

About StarTree
StarTree believes that all decision-makers – from the C-suite to the end-user – deserve the benefit of timely, data-driven insights. StarTree is the real-time analytics platform that brings together the scale, freshness, speed, and ease of use necessary for any company to make that vision a reality. Founded by the creators of Apache Pinot™, StarTree’s technology has been proven at scale at leading companies such as LinkedIn, Uber, Stripe and Walmart. The company is backed by Bain Capital VenturesGGV Capital and CRV. To learn more, please visit

About Bain Capital Ventures
Bain Capital Ventures partners with disruptive founders to accelerate their ideas to market. The firm invests from seed to growth in startups driving transformation across industries, from SaaS, infrastructure software and security to fintech and healthcare to commerce and consumer tech. The firm has helped launch and commercialize more than 240 companies, including DocuSign,, Lime, LinkedIn, Redis Labs, Rent the Runway, SendGrid and SurveyMonkey. Bain Capital Ventures has $6.1 billion in assets under management with offices in San Francisco, New York, Boston, and Palo Alto. Follow the firm via LinkedIn and Twitter.

About GGV Capital
GGV Capital is a global venture firm that invests in local founders, managing $9.2 billion with investments in the United States, Canada, China, Southeast Asia, India, Latin America, and Israel from offices in Silicon Valley, San Francisco, Singapore, Shanghai, and Beijing. As a multi-stage, sector-focused firm, GGV Capital invests in seed-to-growth stage companies across three sectors: Social/Internet, Enterprise Tech, and Smart Tech. Over the past two decades, the firm has backed more than 400 companies around the world, including Affirm, Airbnb, Alibaba, Big Commerce, Boss Zhipin, Grab, HashiCorp, Hello, JD MRO, Keep, Kujiale, Manbang, NIU, Opendoor Technologies, Peloton, Poshmark, Qunar/Ctrip, Slack, Square, StockX, Udaan, Wish, Xpeng, Zendesk, Zuoyebang, and more. More information at and @ggvcapital.

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