# How QRT powers real-time research and risk management at petabyte scale

DevFeed: [How QRT powers real-time research and risk management at petabyte scale](<https://devfeed.tech/articles/how-qrt-powers-real-time-research-and-risk-management-at-petabyte-scale-5536.md>)

Original publisher: [Read original article](<https://clickhouse.com/blog/qrt>)

Author: ClickHouse

Published: 2026-06-09T15:52:52Z

Content type: article

Language: en

Sources: [ClickHouse Blog](<https://devfeed.tech/sources/clickhouse-blog.md>)

Topics: [Database](<https://devfeed.tech/topics/database.md>), [telemetry](<https://devfeed.tech/topics/telemetry.md>), [data](<https://devfeed.tech/topics/data.md>), [migration](<https://devfeed.tech/topics/migration.md>)

Tags: [clickhouse](<https://devfeed.tech/tags/clickhouse.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [data](<https://devfeed.tech/tags/data.md>), [database](<https://devfeed.tech/tags/database.md>), [logs](<https://devfeed.tech/tags/logs.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [migration](<https://devfeed.tech/tags/migration.md>), [monitoring](<https://devfeed.tech/tags/monitoring.md>), [observability](<https://devfeed.tech/tags/observability.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [research](<https://devfeed.tech/tags/research.md>), [scale](<https://devfeed.tech/tags/scale.md>), [sql](<https://devfeed.tech/tags/sql.md>), [traces](<https://devfeed.tech/tags/traces.md>)

## AI overview

QRT uses ClickHouse Cloud for firm-wide research data, near-real-time risk and P&L, and observability. ClickStack consolidates logs, metrics, and traces on a single SQL-accessible backend.

## Source excerpt

How QRT, a cloud-native quantitative investment manager, uses ClickHouse Cloud and ClickStack to power firm-wide research, real-time risk and P&L, and observability at petabyte scale.