B2B SaaS

Help customers explore complex business processes in-product with self-service analytics on billions of operational events.

MarTech

Give GTM teams a single, real-time view of accounts, campaigns, and touchpoints—without denormalizing everything or overprovisioning their analytics stack.

Digital Advertising

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

FinTech

Deliver trustworthy, real-time dashboards on streaming financial transactions, supporting customer insights, risk monitoring, and operations analytics with strict SLAs, all powered by StarRocks.

Customer-Facing Analytics Solution With CelerData

Scale real-time, sub-second queries across multi-tenant workloads with zero downtime.
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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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Second-Level Updates

Achieve true second-level data freshness with updates and deletes, enabling real-time analytics on all data.
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Multi-Tenant

Effortlessly serve high-concurrency multi-tenant workloads with built-in resource isolation and fine-grained access control.
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Develop Faster

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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Achieve Your SLAs

Protect your SLAs with high availability and automatic failover—resilient even when the underlying infrastructure fails.

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.

Celonis

Celonis delivers sub-2-second responses on 20+ billion-row datasets and 100+ table joins so customers can explore complex business processes interactively inside the product.

573
Billion Rows
100+
Table JOINs
<2-second
latency
How Celonis Built a Process Mining Platform on StarRocks to Handle 20 Billion Row Queries

Demandbase

Demandbase eliminates complex ETL while cutting storage by 90% and hardware usage by 60%, all while delivering low-latency account and campaign views to GTM teams.

90%
Storage reduction
49 -> 1
Number of clusters
60%
Hardware reduction
Demandbase Ditches Denormalization By Switching off ClickHouse

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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Intuit

Intuit's IPS team powers real-time analytics at 100K+ events per second with sub-4-second freshness, native upserts, and fast joins—simplifying operations while keeping customer-facing dashboards responsive and trustworthy.

100k
events per second
sub-500ms
latency at TP99
98.33%
faster aggregation
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Customer-Facing Analytics Use Cases

Supporting a wide range of customer-facing analytics use cases across industries and business models.
User-facing dashboards
Embedded SaaS analytics
Self-service customer portals
Merchant performance analytics
Advertising campaign analytics
Subscriber & account analytics
Payment & transaction analytics
Fraud & risk monitoring
Digital asset analytics
Creator & partner portals
Gaming & player analytics
Logistics & delivery tracking