# Scaling AI Infrastructure with IAM, Metadata Management, and Vector Search on CockroachDB

DevFeed: [Scaling AI Infrastructure with IAM, Metadata Management, and Vector Search on CockroachDB](<https://devfeed.tech/articles/ready-to-scale-ai-start-with-the-database-23812.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/scale-ai-database>)

Author: David Weiss

Published: 2025-08-19T00:00:00Z

Content type: article

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Infrastructure](<https://devfeed.tech/topics/ai-infrastructure.md>), [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [Data Infrastructure](<https://devfeed.tech/topics/data-infrastructure.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [IAM](<https://devfeed.tech/topics/iam.md>), [AI search](<https://devfeed.tech/topics/ai-search.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-infrastructure](<https://devfeed.tech/tags/ai-infrastructure.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [compliance](<https://devfeed.tech/tags/compliance.md>), [data-infrastructure](<https://devfeed.tech/tags/data-infrastructure.md>), [distributed](<https://devfeed.tech/tags/distributed.md>), [high-availability](<https://devfeed.tech/tags/high-availability.md>), [iam](<https://devfeed.tech/tags/iam.md>), [search](<https://devfeed.tech/tags/search.md>)

## AI overview

The article introduces Cockroach Labs' Built for AI guide, which examines scaling AI infrastructure by unifying IAM, metadata management, vector search, and transactional workloads on CockroachDB. It describes challenges involving traffic spikes, global users, compliance, latency, operational complexity, and consistency.

## Source excerpt

AI has moved far beyond the experimental phase. Now it's powering customer experiences, streamlining operations, and driving entirely new business models.