Jon Bratseth on Vespa AI: Reinventing Search for Machines with RAG at Enterprise Scale

Jon Bratseth on Vespa AI: Reinventing Search for Machines with RAG at Enterprise Scale

In this episode, we welcome Jon Bratseth, CEO of Vespa.ai, and Ragnar Harper, Head of Technology at AWS Norway. Jon shares Vespa's innovative approach to enterprise-scale AI, focusing on Retrieval Augmented Generation (RAG) to enable models to access up-to-date, company-specific data. He explains how Vespa's platform combines textual search, vectors, and machine learning signals to achieve accuracy and scalability, while also handling the complexity of multimodal retrieval. Jon discusses how Vespa’s open-source nature and partnership with AWS leverage advanced hardware like Graviton 4 for efficient scaling. The conversation also covers Vespa's leadership in secure data handling, particularly for enterprises dealing with sensitive information. Jon shares insights from his leadership journey, transitioning from Yahoo to startup CTO, and emphasizes the crucial role of delegation. Finally, they explore the future of Vespa, including two-layer ranking to optimize content chunk retrieval and the impact of RAG on AI-driven decision-making.


Avsnitt(47)

Niilo Säämänen on Building Wolt Grade Technology at Scale: Leveraging Configurability, Logistics Tech, and Generative AI for Rapid Expansion

Niilo Säämänen on Building Wolt Grade Technology at Scale: Leveraging Configurability, Logistics Tech, and Generative AI for Rapid Expansion

In this episode, we sit down with Niilo Säämänen, CTO at Wolt.com, and Kirsi Louhelainen from AWS to discuss how Wolt has scaled from a mobile innovation idea to a global delivery giant operating in 3...

10 Juni 202540min

Conversational AI in Regulated Industries: Rasmus Hauch from Boost.AI

Conversational AI in Regulated Industries: Rasmus Hauch from Boost.AI

In this episode, we welcome Rasmus Hauch, CTO at Boost.AI, and Ragnar Harper, Head of Technology at AWS Norway, to explore how Boost.AI delivers cutting-edge conversational AI solutions tailored for r...

10 Juni 202530min

Automating HR Workflows with AI: Luke Buckley & Erik Haugen from ConnectMyApps

Automating HR Workflows with AI: Luke Buckley & Erik Haugen from ConnectMyApps

In this episode, we welcome Luke Buckley, CTO and founder of ConnectMyApps, and Erik Haugen, CEO, to discuss their new AI assistant, Inira. Built on the Canvas integration platform, Inira automates HR...

10 Juni 202528min

Unlocking AI-Driven Learning with Stig Elsfjordstrand from AlreadyON

Unlocking AI-Driven Learning with Stig Elsfjordstrand from AlreadyON

In this episode, we welcome Stig Elsfjordstrand, Chairman at AlreadyON, and Ragnar Harper, Head of Technology at AWS Norway, to discuss the transformative role of AI in HR tech. Stig explains how Alre...

10 Juni 202530min

Mikk Lemberg (1oT) on Simplifying Global IoT Connectivity and Using GenAI for Predictive Insights

Mikk Lemberg (1oT) on Simplifying Global IoT Connectivity and Using GenAI for Predictive Insights

In this episode, Victor Forsfaelt Ljungberg from AWS speaks with Mikk Lemberg, CPO at 1oT, a cellular connectivity provider for IoT companies. Mikk explains how 1oT simplifies global deployments by ag...

28 Maj 202533min

Andrei Gornostajev (Wallester) on Scalable Card Issuing, Compliance, and Applying AI in Fintech

Andrei Gornostajev (Wallester) on Scalable Card Issuing, Compliance, and Applying AI in Fintech

In this episode, Victor Forsfaelt Ljungberg from AWS speaks with Andrei Gornostajev, CTO at Wallester. Andrei explains how Wallester was created to build a modern, real-time platform for card issuing,...

28 Maj 202531min

Laas Toom (LHV Paytech) on Building a Modern Payments Gateway and Using GenAI for Internal Efficiency

Laas Toom (LHV Paytech) on Building a Modern Payments Gateway and Using GenAI for Internal Efficiency

In this episode, Victor Forsfaelt Ljungberg from AWS speaks with Laas Toom, CTO at LHV Paytech. Laas shares how LHV Paytech evolved into a modern, local digital payments gateway, offering innovations ...

28 Maj 202532min

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