A scalable data platform for real-time financial workloads
StarTree, powered by Apache Pinot, turns raw data streams—like ticker feeds, market quotes, or customer behavior data—into real-time analytics. It can power a variety of financial data products including fraud detection, risk evaluation, real-time market analytics and more…
A database for financial applications that need to be fast and scale.
Apache Pinot is a real-time OLAP database built for ultra-fast analytics on high-volume data. It supports sub-second queries on billions of rows, even with high cardinality and concurrency — ideal for fraud detection, risk monitoring, customer behavior analysis, and trade analytics.
StarTree Cloud delivers a fully managed Pinot experience with enterprise-grade security, automated scaling, and seamless integrations (Kafka, Flink, BI tools, etc.). It gives your team the power to build real-time dashboards, alerts, and APIs on live data — without compromising performance or reliability.
If you’re working with fast-moving financial data and need millisecond-level insights at scale, Pinot + StarTree can help you move faster and operate smarter.
Case Studies / Examples
Analyzing Financial Transactions Using StarTree Cloud
Razorpay – India’s fastest-growing payment processing company – chose StarTree, powered by Apache Pinot, for real-time analytics in its user-facing applications, including its Success Rate and internal monitoring dashboards.
Transforming Fraud Detection, Customer Analytics, and Live Monitoring with Real-Time Operational Insights
A large, multi-national bank with over 100 million customers uses StarTree to gain immediate, actionable insights from its data streams to enhance fraud detection, improve customer experience analytics, and optimize platform observability.
Real-Time Transformation: How a Top 3 U.S. Bank Modernized Its Data Analytics with StarTree
A top 3 U.S. bank migrated to StarTree for real-time financial analytics and reduced data latency from 10 minutes to 10 seconds while improving scalability and time-to-market.
epiFi Uses StarTree To Help Millions of Consumers to “Know Your Money”
epiFi, a FinTech company, relies on StarTree Cloud to power top features of their money management application, Fi Money. With StarTree, epiFi is able to run queries in seconds while achieving lower latencies and higher throughput.
Real-Time Observability of Financial Transactions Using StarTree Cloud
A leading financial services company relies on StarTree Cloud for real-time observability of transactions. With StarTree, they saw a 50% reduction in data storage costs and improved queries by 4x using Star-Tree Index.
Real-Time Analytics for the Entire Crypto-economy
Amberdata, a blockchain and crypto market company, relies on StarTree for real-time analytics. With StarTree and Pinot, Amberdata has seen benefits that include faster query performance, a drastic reduction in query SLAs, and reduced infrastructure costs.
Stripe’s Journey to $18.6B of Transactions During Black Friday-Cyber Monday with Apache Pinot
Stripe provides a payments infrastructure that processes more than 250 million API requests per day, with a peak of 13,000 requests per second. They rely on Apache Pinot to deliver real-time analytics for user-facing applications and internal use cases.
Major Global Bank Uses StarTree for Real-Time Fraud Detection
A New York City–based global bank provides a payments platform that scales with their customer’s businesses. This platform is responsible for processing over 70 million transactions annually. With this much business at stake, the bank needs to rely on rock-solid technology, which is why theyMore….