The Platform for Continuous Insights

StarTree, powered by Apache Pinot, turns raw data streams—like clickstreams, logs, vector embeddings, and sensor data—into real-time analytics. It powers customer-facing data products, agent-facing data products, and operational intelligence.
Beyond the Forklift: Unlocking Revenue-Critical Workloads on Iceberg webinar
Watch the REcording

Unlocking Revenue-Critical workloads on Iceberg

Watch our recent webinar on how to leverage a purpose-built execution layer to achieve deterministic SLAs directly on Iceberg tables. Eliminate shadow stacks and restore architectural coherence for revenue-critical insights.
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Proven with the most demanding use cases

Enhancing Last Mile Delivery with Apache Pinot at Walmart

Overview Walmart’s last-mile delivery lifecycle is highly complex, involving 20 to 30+ microservices. Because each microservice maintains its own state of a given entity (such as a customer’s order), tracking the complete life cycle of an order as it moves …

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20-30
Microservices
1
Realtime platform
50%
Reduction in resolution time

Empowering Real-Time Security Visibility at Slack with Apache Pinot

For over three years, Slack has utilized Apache Pinot to power customer-facing dashboards and analytics. Historically, these analytics relied on batch processing, where data flowed through Spark into S3 and was ingested into Pinot offline servers. This batch-based approach resulted …

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<1s
Ingestion Latency
100%
Data Accuracy
<10s
Query Latency SLA

Token-Level Observability for LLMs: How Together AI Does It

As large language models (LLMs) become core infrastructure, a new engineering challenge is taking shape: capturing how these models are used—and how they behave—as it happens. It’s no longer sufficient to count API calls or log failures after the fact. …

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Sub-second
Query Latency
High-cardinality
slicing and dicing
10 second
freshness windows
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Apache Pinot

For low-latency, high-concurrency analytics

Fast

Sub-second analytic queries

Blazing fast query speeds through innovative indexing techniques that send near instant responses — even at high volume &emdash; with a wide variety of data types including JSON, vector, timestamps and geospatial.
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Fresh

Insights on live data

Continuous ingestion keeps data flowing. Indexes are updated as data lands – in real-time. Pinot is proven to ingest 1M events/s, while also maintaining high throughput for queries.
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High concurrency

Extreme queries per second

Support rich user-facing analytic applications. Pinot is capable of serving hundreds of thousands of simultaneous queries across huge and changing datasets without performance bottlenecks.
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Affordable

Low compute and storage costs

Pinot has been engineered to scan and move less data, so it’s faster AND cheaper. Innovative optimizations such as data partitioning strategies, segment assignment strategies, and smart query routing reduce compute and storage costs.
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Apache Pinot is a rapidly growing and thriving open-source project.
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StarTree Cloud

Fully managed, enterprise-grade

StarTree extends Apache Pinot into a managed data platform with enterprise-grade features so you can focus on insights, not infrastructure.

StarTree adds security, scalability, and many additional capabilities:

Interactive queries on Iceberg

Precision fetch allows for interactive query on data in object storage — directly, and without large data transfers.
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Easier Administration

Eliminate unnecessary infrastructure costs during idle times with autoscaling; also, ease of cluster, instance, and storage management. 
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Scalable Upserts

Off-heap upsert functionality can handle updates to billions of primary keys per server without sacrificing performance.
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Enterprise Security

Additional security features, including RBAC, advanced data encryption, single sign-on, and SOC 2 and ISO 27001 compliance ensure your data is safe and protected.
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Improved data management

StarTree's Data Portal UI adds capabilities and makes it easier to ingest and manage data. Evolve schema, tune performance and backfill data without disrupting operations.
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Improved data management

Connect with other enterprise data sources, such as Confluent, Snowflake and Tableau with additional StarTree integrations.
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Deployment Options

DBaaS, BYOC or BYOK?

StarTree Cloud offers public SaaS (Software as a Service) and private BYOC/BYOK deployment options. For more information about our public or private SaaS offering, schedule a demo with our StarTree solutions architect team.

StarTree Cloud

SaaS

Get started quickly with the fully managed, StarTree Cloud service. Ideal for organizations that want zero ops overhead and rapid time-to-value. Setup is simple, leaving you to focus on your data, your schema, and queries.

Bring your own cloud

BYOC

For customers who prefer dedicated infrastructure and deeper integration with enterprise systems, a Bring Your Own Cloud (BYOC) model includes VPC peering, custom SLAs, and enhanced observability.

Bring your own KUBERNETES

BYOK

For highly regulated environments, StarTree can also be deployed behind your firewall—offering full control while still leveraging the power and capabilities of StarTree.

The benefits of migrating to StarTree and Pinot center around three areas: query performance, SLAs, and cost. With Pinot, we are now in the subseconds to milliseconds range, the higher query concurrency means we can serve more customers faster, and we’ve been able to reduce our infrastructure costs.
Joanes Espanol
CTO and Co-Founder
BOOK A DEMO

See StarTree in action

A demo is the quickest way to experience how StarTree can work for you. One of our engineers will be on hand to discuss your needs, demonstrate how it works, and show examples of systems in production.

We’ll help you:

  • Leverage real-time actionable insights
  • Reduce infrastructure costs
  • Make informed and empowered decisions
  • Drive revenue and user engagement

Book a demo today

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