REPORT

The New Blueprint for AI-Ready Data:

Vector Search Meets Distributed SQL

Discover how distributed SQL is evolving to power the next generation of AI applications — without sacrificing resilience, performance, or simplicity.

Inside the report

Vector

Vector search: The new standard for AI retrieval

AI apps don’t look for exact matches — they need semantically similar results, fast. Vector search enables this, but it’s often siloed in specialized vector databases or comes with unacceptable tradeoffs.
Inventory management

Disconnected data pipelines add complexity

Traditional architectures separate vector data from core transactional systems, leading to latency, brittle infrastructure, and compliance risks.
Frame 3-2

CockroachDB brings vectors and transactions together

By co-locating vector search with structured data on a distributed SQL platform, CockroachDB uniquely delivers real-time performance with global scale and resilience. 

The AI Data Challenge

A new generation of AI-driven applications is creating massive new demands on your data architecture. You can’t afford to choose between transactional integrity and AI performance — and now, you don’t have to. 

This report explains how vector indexing is being natively integrated into distributed SQL databases, unlocking a unified, scalable foundation for AI chatbots, GenAI Ops, & agentic apps workloads.

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What You’ll Learn

This third party report from analyst firm Intellyx explores:

  • Why AI workloads are breaking conventional data architectures

  • How vector data changes the rules for indexing, retrieval, and scale

  • What makes distributed vector indexing uniquely difficult — and how CockroachDB solves it

  • How co-locating vector and transactional data reduces complexity and boosts accuracy

  • What real-world use cases look like in retail, banking, and insurance

“Why should data architects sacrifice the resilience, consistency, and scalability of distributed SQL as they move toward AI-native workloads? They don’t have to.”

andy-kimball

Andy Kimball

Cockroach Labs Fellow & Vector Indexing Team Lead

Ready to streamline your AI data stack?

Discover how to unify AI and transactional workloads with distributed SQL. Unlock faster insights, enterprise-grade reliability, and lower costs — all on one platform.

Download The New Blueprint for AI-Ready Data.