
Blog
ai
Database Modernization
Events
From agents to architecture: How AI ushers in the next era of infrastructure
As part of our participation in Microsoft Ignite, Cockroach Labs hosted our latest Cockroach Connect, The Hidden Infrastructure Challenges Behind AI in San Francisco. In a day packed with activity, our CEO and co-founder Spencer Kimball moderated a powerhouse panel of investors: Peter Fenton (Benchmark), Satish Dharmaraj (Redpoint Ventures), and Lucas Swisher (Coatue). The conversation dove into the tectonic shifts underway in technology as AI redefines how systems and software are built, and how businesses operate.

Becca Weng
November 26, 2025
Events
ai
Distributed SQL + Vectors: A Match Made in Heaven
In today’s AI-driven world, enterprises need more than just fast queries or scalable storage, they need a unified data foundation that can power both real-time transactional workloads and vector-based AI applications. Traditionally, these two worlds have lived apart: transactional databases handled the operational data, while vector stores powered AI search and semantic similarity. But that separation comes at a cost: data fragmentation, slow pipelines, and operational complexity. What if you could have both in one system?

David Joy
November 18, 2025
User Metadata
ai
How to Build Scalable Metadata Management for AI Object Storage
AI systems, from LLM pipelines to generative image models, produce staggering volumes of unstructured data. But it's not the raw objects that cause operational headaches – it's the metadata: versions, references, lifecycles, and access policies. Without metadata management tools built into the database layer, object storage at scale quickly becomes unmanageable.

David Weiss
October 2, 2025
ai
Identity Access Management (IAM)
Building Unbreakable IAM Infrastructure for AI at Scale
Every AI application – whether it's an LLM-powered chatbot, an API platform, or a generative service – depends on a secure, always-on identity layer. IAM (identity access management) determines who gets access, what they can do, and how long their session lasts. When the database behind IAM fails, so does the AI experience.

David Weiss
September 3, 2025
ai
Retail & Ecommerce
Online Recommendation Engines with CockroachDB
Recommendation engines have gained immense importance in today’s digital landscape. As global competition intensifies, businesses frequently leverage recommendation systems to enhance user experiences, drive engagement, and boost revenue.

Amine El Kouhen, Ph.D.
August 27, 2025
ai
Ready to Scale AI? Start with the Database
AI has moved far beyond the experimental phase. Now it's powering customer experiences, streamlining operations, and driving entirely new business models.

David Weiss
August 19, 2025
Security
ai
Fraud Detection at Scale with CockroachDB & AWS AI
In the arms race against financial fraud, milliseconds matter.

Amine El Kouhen, Ph.D.
July 7, 2025
Database Modernization
ai
Vector Search Meets Distributed SQL: A New Blueprint for AI-Ready Data
If you're building AI features into your applications, you're probably arriving at the same crossroads as everyone else: “Do I add another database to my stack, or find a way to make my existing infrastructure work smarter?”

David Weiss
June 24, 2025
Engineering
ai
Product
Real-Time Indexing for Billions of Vectors: How we built fast, fresh vector indexing at scale in CockroachDB
Read on to learn how we combined recent academic research with practical engineering to solve the semantic search problem at massive scale, with fresh, real-time results, by leveraging CockroachDB’s unique distributed architecture.

Andy Kimball
June 23, 2025