Digital Advertising

Power interactive, always-fresh advertiser and campaign insights so customers can optimize spend in real time, even at massive scale and concurrency.

Sports E-commerce

Help teams power real-time analytics and dashboards with sub-second queries on fast-changing event data.

FinTech

Give customers and internal teams real-time views of balances, transactions, and risk signals, so they can act in seconds instead of waiting for batch reports.

MarTech

Power customer-facing analytics with real-time data updates and sub-second dashboards, even under high concurrency and unpredictable workloads.

Real-Time Analytics Solution With CelerData

Achieve consistent sub-second performance on continuously changing data at scale, without denormalization or rebuilding your analytics around streaming.

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Second-Level Updates

Achieve true second-level data freshness with updates and deletes, enabling real-time analytics on all data.
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Sub-Second at Scale

Deliver sub-second query latency at any scale, even with tens of thousands of QPS.
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No Denormalization

Run complex joins and aggregations on the fly, no denormalization or precomputed cubes, keeping your real-time data pipeline simple.
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Build with SQL

Accelerate development with standards-based SQL that fits cleanly into your existing app and workflow.
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Infinite Scalability

Scale out indefinitely with massively parallel processing (MPP) architecture, and keep latency low with a scalable vectorized engine.
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Streaming ecosystem

Stream directly from Apache Kafka, Apache Flink, and other streaming engines/platforms.

CelerData Cloud BYOC

A fully managed StarRocks service that runs inside your VPC, complete data control with automated scaling, upgrades, security policies, and multi-cloud flexibility.

Pinterest

Pinterest rebuilt its Partner Insights platform, reducing P90 query latency by 50% while running on just 32% of the previous instances, so advertisers get faster, more interactive campaign analytics on real-time datasets without tradeoff.

50%
Reduction in p90 latency
68%
Hardware Reduction
10-second
Data Freshness
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Yuno

Yuno powers global payment orchestration for merchants and cuts analytics latency from hours to seconds by moving customer-facing dashboards to CelerData Cloud, so payment data is always fresh and interactive.

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Query latency
5s
Data freshness
100s
Concurrency
How Yuno Accelerated Customer-Facing Analytics By Switching Off Snowflake and Athena

Fanatics

Fanatics delivers sub-second analytics on high-volume, fast-moving event data, enabling real-time dashboards, fact-to-fact joins, and interactive exploration across thousands of datasets.

6PB
Data size
90%
Cost saving
100k
Events per second
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SplitMetrics

SplitMetrics delivers sub-second, interactive dashboards with predictable performance and real-time updates, enabling thousands of user acquisition managers to analyze complex mobile marketing metrics at scale.

20x
P99 latency improvements
50%
Cost reduction
< 1s
Dashboard latency
How Splitmetrics Replaced PostgreSQL with StarRocks for Customer-Facing Analytics

Real-Time Analytics Use Cases

Designed to power a wide range of real-time analytics use cases, from user-facing experiences to operational and decision-critical workflows.
Live user dashboards
In-session analytics
Usage & quota tracking
Self-service analytics
Live billing & spend monitoring
In-flight payment analytics
Real-time pricing
Usage-based analytics
Live conversion tracking
A/B experiment monitoring
Campaign performance
Feature engagement analytics