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Conductor

Conductor helps some of the world's biggest brands drive visibility across AI and traditional search — and as they scaled into agentic workflows, their data architecture had to evolve fast. Watch Conductor's data platform leaders walk through how CelerData Cloud powers sub-second query performance, their architecture for interactive analytics and MCP, and a behind-the-scenes look at their OpenAI and Claude integration.
CASE STUDY
SmartNews Case Study

SmartNews

SmartNews migrates from a fragmented ClickHouse + Trino stack to CelerData Cloud — delivering stable sub-second latency at 800+ QPS, 3.6x faster ad-hoc query performance, efficient real-time joins without denormalization, and a unified engine for both customer-facing and internal analytics.
CASE STUDY
yuno celerdata

Yuno

Yuno migrates from Snowflake + Athena/Hudi to CelerData (StarRocks) — delivering <1s query latency, 5-second data freshness, support for hundreds of concurrent dashboard queries, over 40% lower compute cost per query, and a single self-service SQL interface for both real-time and historical analytics.
CASE STUDY
Cisco Webex

Cisco Webex

Cisco Webex migrates from Pinot + Trino to StarRocks — achieving faster joins and subqueries, 50% average latency reduction, up to 10x performance on key workloads, and a single self-service SQL interface for all analytics.
CASE STUDY
Intuit

Intuit

Intuit’s IPS team replaces Druid with StarRocks to power real-time OLAP — achieving sub-4s freshness, 100K+ events/sec, native upserts, fast joins, and simpler operations.
CASE STUDY
Coinbase

Coinbase

Coinbase powers massive blockchain fraud detection and compliance with StarRocks—573B+ rows across 10 chains, real-time Kafka ingestion, and sub-second analytics at global scale.
CASE STUDY
Demandbase 2

Demandbase

Demandbase uses Apache Iceberg and StarRocks to build a cost-efficient lakehouse that scales to petabytes while delivering near real-time analytics.
CASE STUDY
Celonis Case Study

Celonis

Celonis achieves sub-2-second queries on 20B+ rows and 100-table joins with StarRocks — redefining process mining performance at enterprise scale.
CASE STUDY
Pinterest Use Case

Pinterest

Pinterest uses StarRocks to scale their real-time platform for advertiser metrics.
CASE STUDY
Splitmetrics

SplitMetrics

SplitMetrics moves from PostgreSQL to StarRocks — delivering sub-2s real-time updates, faster and more predictable dashboards, and 50% lower infrastructure costs.

CASE STUDY
Grab Use Case

Grab

Grab develops a Spark observability platform for real-time and historical performance analytics using StarRocks.
VIDEO CASE STUDY
Group 418

Demandbase

Demandbase ditches the need for denormalization and saves big by switching from ClickHouse to CelerData.
CASE STUDY
Coinbase Use Case

Coinbase

Coinbase leverages CelerData to deliver data warehouse-level performance for analytics on their open data lake.
VIDEO CASE STUDY
Shopee Use Case

Shopee

StarRocks adoption leads to a 3x performance boost for Shopee's data services.
CASE STUDY
Airbnb Use Case

Airbnb

Airbnb develops the next generation of their real-time data analytics infrastructure with StarRocks.
CASE STUDY
fresha1

Fresha

Fresha adopts StarRocks to offload OLAP from Postgres and unify real-time + historical analytics — delivering ~200 ms queries, minute-level freshness, and predictable performance across their lakehouse and operational paths.
CASE STUDY
Eightfold Use Case

Eightfold

Eightfold uses StarRocks to move beyond Amazon Redshift for blazing-fast customer-facing analytics.
VIDEO CASE STUDY
Wechat Use Case

WeChat

WeChat uses StarRocks to power its trillion-record lakehouse architecture.
CASE STUDY
Naver Use Case

Naver

StarRocks makes it possible for Naver to handle efficient multi-table JOINs for a faster, more scalable data platform.
CASE STUDY
Tencent Use Case

Tencent

Tencent Games unites petabytes of data from across its subsidiaries for real-time analysis with StarRocks.
CASE STUDY
Haezoom

Haezoom

CloudShift helps Haezoom replace Apache Druid with StarRocks — delivering 1.74× higher throughput, 44% faster queries, 4× gains on complex analytics, and 30% lower infrastructure costs for large-scale solar energy operations.
CASE STUDY
Trip Use Case

Trip.Com

Trip.Com uses StarRocks to take their analytics from the data warehouse to the data lakehouse.
CASE STUDY
Herdwatch Use Case

Herdwatch

Herdwatch enables customer-facing analytics using Apache Iceberg and CelerData Cloud.
CASE STUDY
TRM Use Case

TRM

TRM is able to drop BigQuery and move to the lakehouse for their new analytics platform thanks to StarRocks.
CASE STUDY
Verisoul Use Case

Verisoul

StarRocks replaces Google BigQuery at Verisoul to make real-time analytics possible.
CASE STUDY
Rednote Use Case

RedNote

To support advertisers on its 200 million-user platform, RedNote relies on StarRocks for real-time insights.
VIDEO CASE STUDY
Lenovo Use Case

Lenovo

Lenovo simplifies their data processing and BI analysis using StarRocks.
CASE STUDY