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.


Episoder(47)

Magnus Hazell on Decarbonizing Europe: Aira Group's Disruptive Approach to Residential Heating with AI and Vertical Integration

Magnus Hazell on Decarbonizing Europe: Aira Group's Disruptive Approach to Residential Heating with AI and Vertical Integration

Description In this episode of the podcast, we're joined by Magnus Hazell, Product Director at Aira Group, and Jesse Kinnunen from AWS. They delve into Aira Group's bold mission to decarbonize 5 milli...

25 Jul 202530min

Anna Almen on Innovating Wealth Management: Infront's Data-Driven Approach to Fintech with GenAI

Anna Almen on Innovating Wealth Management: Infront's Data-Driven Approach to Fintech with GenAI

On the mic today: Anna Almen, CTO at Infront, and Marcela Cazacu Alotleh from AWS. Infront, a leading European fintech company with over 35 years of history, specializes in wealth management and tradi...

21 Jun 202528min

Simon Skoog on AI-Powered Logistics: How Apotea Delivers Customer Loyalty Through Automation and Safe AI Wins

Simon Skoog on AI-Powered Logistics: How Apotea Delivers Customer Loyalty Through Automation and Safe AI Wins

This time, we sit down with Simon Skoog, Chief AI Officer at Apotea, and AWS’s David Alele. Apotea, Sweden's leading online pharmacy, maintains its reputation through a core strategy of fast deliverie...

21 Jun 202525min

Nina Laaksonen on Digital Sovereignity: How WithSecure Leverages AI and GenAI to Protect European Companies in a Turbulent World

Nina Laaksonen on Digital Sovereignity: How WithSecure Leverages AI and GenAI to Protect European Companies in a Turbulent World

We’re talking with two great guests today: Nina Laaksonen, Chief Product Officer at WithSecure, and Mitchell Contursi from AWS. WithSecure, a European company with over 30 years of history in cybersec...

21 Jun 202528min

Angela Timofte on Building Trust at Scale: Trustpilot's AI-Powered Journey to Combat Fake Reviews and Empower Businesses

Angela Timofte on Building Trust at Scale: Trustpilot's AI-Powered Journey to Combat Fake Reviews and Empower Businesses

This episode dives into a discussion with Angela Timofte, Global VP of Engineering at Trustpilot, alongside Berkan Hittet from AWS. Trustpilot's core mission is to be the universal symbol of trust, co...

21 Jun 202530min

Victor Wennerholm on the Art of Customer Loyalty: How Voyado Hyperpersonalizes Retail Experiences with AI and GenAI

Victor Wennerholm on the Art of Customer Loyalty: How Voyado Hyperpersonalizes Retail Experiences with AI and GenAI

Today’s conversation features Victor Wennerholm, Product Manager at Voyado, and Fanny Nilsson representing AWS. Voyado is recognized as a pioneer in customer experience and loyalty, focusing exclusive...

21 Jun 202528min

Paolo Palumbo on Defending the Digital Frontier: WithSecure's Co-Security Approach, AI's Dual Role, and the Rise of Agentic AI

Paolo Palumbo on Defending the Digital Frontier: WithSecure's Co-Security Approach, AI's Dual Role, and the Rise of Agentic AI

In this episode, we dive into the world of cyber security with Paolo Palumbo, Vice President of WithSecure Intelligence, and Joakim Knutar from AWS. Paolo discusses WithSecure’s unique co-security mod...

10 Jun 202532min

Amy Chen on Innovating Urban Mobility at KONE: Elevating Buildings with AI, Digital Twins, and the Technician Assistant

Amy Chen on Innovating Urban Mobility at KONE: Elevating Buildings with AI, Digital Twins, and the Technician Assistant

In this episode, we are joined by Amy Chen, Chief Innovation Officer at KONE, and Jiska Druey from AWS, to explore how KONE is revolutionizing urban mobility. Amy shares how KONE’s AI-powered Technici...

10 Jun 202531min

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