Case Study: Voiceflow achieves scalable, secure AI agent creation with Qdrant

Powering No-Code AI Agent Creation with Scalable Vector Search

Voiceflow Inc, an enterprise platform for no-code AI agent creation, needed a scalable vector database to power their managed RAG solution. Their challenge was to find a high-performance solution that could handle metadata tagging and offer a fully managed service to support their hundreds of thousands of projects, leading them to evaluate and ultimately switch from their initial provider to Qdrant.

The solution from Qdrant provided a robust, scalable infrastructure with key features like quantization and chunking search, which optimized data processing and retrieval. The implementation resulted in enhanced metadata tagging, optimized performance with minimal operational overhead, and a future-ready architecture that supports multitenancy. Qdrant's responsive support and managed service ensured a seamless migration and a stable, efficient platform for Voiceflow's diverse user base.

Voiceflow Inc

Xavier Portillo Edo

Head of Cloud Infrastructure