What database for customer facing analytics at scale?
There was a time when analytics dashboards were the domain of internal BI teams. Today, analytics queries are core features in many popular apps – appeearing as usage reports, leaderboards, billing dashboards, vehicle tracking apps, financial summaries, etc
But, most databases struggle to deliver millisecond response times on rapidly changing data – while also handling the high volume of queries that come with a popular application.
For these challenges, Apache Pinot with StarTree Cloud stands out as a fast, flexible, scalable, and efficient solution.
Apache Pinot on StarTree Cloud
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 delivering timely recommendations, up-to-the-second updates, snappy applications and more.
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 building popular applications that offer fresh, interactive insights at scale, Pinot + StarTree will help you get there.
Case Studies / Examples
Stripe’s Journey to $18.6B of Transactions During Black Friday-Cyber Monday with Apache Pinot
Stripe uses Apache Pinot to power dashboards, billing analytics and internal use-cases such as failure alerts, security, and financial reporting. Real-time customer dashboards serve over 10K+ queries per second, consistently
Token-Level Observability for LLMs: How Together AI Does It
As Together AI’s popularity soared and token volumes surged into the billions per hour, they needed an observability platform that could keep up and allow for deep inspection of usage.
Analyzing Financial Transactions Using StarTree Cloud
Razorpay uses StarTree Cloud to monitor payment success rates across the more than 100 payments methods that are used across India. They also use StarTree ThirdEye for anomaly detection to
MiQ Reinvents Programmatic Campaign Building with a Unified, AI-Driven Audiences Platform
MiQ’s Audiences engine is powered by a modern data stack designed for speed, scale, and flexibility. MiQ replaced Amazon Athena with StarTree, a real-time analytics engine built on Apache Pinot,
Deploying StarTree for Real-Time Network Optimization at 7SIGNAL
7SIGNAL — a provider of enterprise Wi-Fi optimization that includes network optimization, monitoring, and diagnostics — reduced data freshness delays from 23 minutes to <5 minutes using StarTree Cloud for
