From Prototype to Production: RAG That Scales with Your Business
Proving the value of RAG in a prototype is one thing; scaling it across the enterprise is another. Organizations face significant challenges, including consolidating diverse data sources, ensuring privacy and access control, meeting low-latency performance targets, and operating a complex real-time inference pipeline at scale. As RAG expands to support more users, domains, and deep research, the demands on infrastructure skyrocket.
That’s why Perplexity chose Vespa.ai—the only production-proven platform capable of delivering real-time, large-scale RAG with the performance and reliability their users expect. Vespa combines vector search, structured filtering, semantic retrieval, and machine-learned ranking in a single engine, eliminating the need to stitch together multiple systems.
Perplexity’s success demonstrates Vespa’s ability to power high-throughput RAG in demanding, customer-facing environments. Whether you’re launching internal copilots, AI-powered assistants, or vertical search applications, Vespa gives you the infrastructure to scale confidently—from prototype to full production.