Solutions
Generative AI is a catalyst for organizational transformation. While proving its value in the lab is a vital first step, scaling AI across an entire enterprise brings unique challenges. These include seamless integration with existing data sources, stringent data privacy and security requirements, delivering high performance, and managing a complex, large-scale runtime environment. Scalability is a key concern, as AI models need to process massive and growing volumes of data while supporting diverse use cases—all without compromising on performance or reliability.
Vespa has been wrestling with these challenges since 2011—long before AI hit the mainstream. Originally developed to address Yahoo’s large-scale requirements, where today, Vespa runs 150 applications integral to the company’s operations. These applications deliver personalized content across Yahoo in real-time and manage targeted advertisements within one of the world’s largest ad exchanges. Collectively, these applications serve an impressive user base of nearly one billion individuals, processing 800,000 queries per second.
By leveraging Vespa, Spotify users can find what they are looking for even if they don’t use specific keywords, making the discovery process more intuitive and personalized.
“We chose Vespa because of its richness of features, the amazing team behind it, and their commitment to staying up to date on every innovation in the search and NLP space. We look forward to the exciting features that the Vespa team is building and are excited to finalize our own migration to Vespa Cloud.” Yuhong Sun, CoFounder/CoCEO DanswerAI.
Perplexity.ai leverages Vespa Cloud as its web search backend, utilizing a hybrid approach that combines multi-vector and text search. Vespa supports advanced multi-phase ranking, ensuring more accurate and relevant search results.
Increase revenue with fast and accurate AI-driven recommendation, personalization, and search.
Real-time decisions, personalized experiences, and fraud detection with AI. Integrate seamlessly, ensure compliance, manage risks, and deliver tailored insights for stronger customer relationships.
Better patient outcomes, optimize operational efficiency, and advance medical research with AI.
Vespa drives relevant, accurate, and real-time answers from all of your data, with unbeatable performance.
Daniel Doro,
Director of Engineering, Search
