# Powering self-driving vehicle analytics at Avride with ClickHouse Cloud

DevFeed: [Powering self-driving vehicle analytics at Avride with ClickHouse Cloud](<https://devfeed.tech/articles/powering-self-driving-vehicle-analytics-at-avride-with-clickhouse-cloud-4971.md>)

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

Author: ClickHouse

Published: 2026-05-11T00:00:00Z

Content type: article

Language: en

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

Topics: [data](<https://devfeed.tech/topics/data.md>), [Apache Iceberg](<https://devfeed.tech/topics/apache-iceberg.md>), [telemetry](<https://devfeed.tech/topics/telemetry.md>), [Grafana](<https://devfeed.tech/topics/grafana.md>)

Tags: [analytics](<https://devfeed.tech/tags/analytics.md>), [apache-iceberg](<https://devfeed.tech/tags/apache-iceberg.md>), [autonomous](<https://devfeed.tech/tags/autonomous.md>), [aws](<https://devfeed.tech/tags/aws.md>), [clickhouse](<https://devfeed.tech/tags/clickhouse.md>), [cloud](<https://devfeed.tech/tags/cloud.md>), [data-infrastructure](<https://devfeed.tech/tags/data-infrastructure.md>), [driving](<https://devfeed.tech/tags/driving.md>), [grafana](<https://devfeed.tech/tags/grafana.md>), [latency](<https://devfeed.tech/tags/latency.md>), [lidar](<https://devfeed.tech/tags/lidar.md>), [metrics](<https://devfeed.tech/tags/metrics.md>), [robots](<https://devfeed.tech/tags/robots.md>), [storage](<https://devfeed.tech/tags/storage.md>), [streams](<https://devfeed.tech/tags/streams.md>), [telemetry](<https://devfeed.tech/tags/telemetry.md>), [tooling](<https://devfeed.tech/tags/tooling.md>), [visualization](<https://devfeed.tech/tags/visualization.md>)

## AI overview

Avride uses ClickHouse Cloud as the data backbone for its autonomous vehicles and delivery robots, supporting ride-data indexing, metrics, analytics, and internal tooling. Its migration from Apache Iceberg reduced index lookup and ingestion latency.

## Source excerpt

Avride replaced Apache Iceberg with ClickHouse Cloud, cutting index lookup latency from 20 seconds to under 100ms and ingestion from hours to seconds.