> ## Documentation Index
> Fetch the complete documentation index at: https://docs.startree.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Overview

> StarTree Cloud delivers real-time analytics at scale and is supported on all major cloud platforms.

StarTree Cloud is a fully managed analytics-as-a-service platform built on Apache Pinot™, designed to deliver real-time, high-concurrency analytics at scale. Supported on on all major cloud platforms, including AWS, GCP, and Azure, it empowers organizations to unlock the value of their data by enabling ultra-fast queries on fresh data with minimal infrastructure overhead. With built-in connectors, intuitive UI, and enterprise-grade features, StarTree Cloud makes it easy for teams to ingest, manage, and visualize operational insights — whether it’s powering user-facing analytics, anomaly detection, or internal dashboards. Businesses choose StarTree Cloud to turn their data into action, instantly.

<img src="https://mintcdn.com/startree/xe5mTwlEdZc68KYh/images/04232025-observability-arch_diagram-tall-v1.png?fit=max&auto=format&n=xe5mTwlEdZc68KYh&q=85&s=84d16cdda07d6371be139e536c77b518" alt="04232025 Observability Arch Diagram Tall V1 Pn" width="1277" height="550" data-path="images/04232025-observability-arch_diagram-tall-v1.png" />

StarTree Cloud offers public SaaS (software-as-a-service) and private BYOC (bring your own cloud) deployment options. For more information about our public or private SaaS offering, [schedule a demo](https://startree.ai/demo) with our StarTree solutions architect team.

## Why use StarTree Cloud?

We recommend using StarTree Cloud for the following use cases:

* User facing analytics
* Business metrics
* Anomaly detection
* Root cause analysis
* Dashboards
* Log analytics
* Cohort analytics
* Ad hoc exploration

|                                | **Query throughput (queries/sec)** | **Query latency (p95th)** | **Consistency/accuracy** | **Query flexibility** |
| ------------------------------ | ---------------------------------- | ------------------------- | ------------------------ | --------------------- |
| **User facing analytics**      | Very high: 10k-100k                | 10ms-100ms                | Best effort              | Low                   |
| **Personalization**            | Very high: 10k-100k                | 10ms-100ms                | Best effort              | Low                   |
| **Metrics**                    | High: 100s-10k                     | 10ms-100ms                | Accurate                 | Low                   |
| **Anomaly detection**          | Moderate: 100s-1k                  | 10ms-100ms                | Best effort              | Low                   |
| **Root cause analysis**        | High: 100s-10k                     | 10ms-100ms                | Best effort              | Low                   |
| **Visualization/dashboarding** | Moderate: 100s-1k                  | 100ms                     | Best effort              | Medium                |
| **Ad hoc analytics**           | Low                                | Single-digit seconds      | Best effort              | High                  |
| **Log analytics/text search**  | Moderate: 100s-1k                  | Sub-second                | Best effort              | Medium                |