AI Agents Are Transforming Finance: From Proof-of-Concept to Profit episode artwork

EPISODE · Sep 24, 2025 · 26 MIN

AI Agents Are Transforming Finance: From Proof-of-Concept to Profit

from Innovate or Die: Powered by Innovation Week · host Týden inovací

Only 5 % of AI proofs-of-concept ever make it to real production. In this Innovate or Die powered by Innovation Week interview, Jan Tlaskal, Chief Data Engineer at Galytix, reveals how their agentic AI systems overcome that hurdle—transforming credit risk analysis and insurance claims into streamlined, high-impact processes.💡 What you’ll learn:Key differences between traditional generative AI and agentic AI, why most enterprise AI projects fail—and how to avoid it,how Galytix products cut costs and speed decisions,why Europe can be a powerhouse for AI innovation.👉 Don’t miss this deep dive into the future of AI in finance, insurance, and beyond.Interview Topics:1:24 Traditional Gen AI vs. Agentic AI5:34 The state of AI adoption in enterprises7:15 Galytix´s product suite: CreditX, ClaimsX, DataX12:49 Human analysts + AI agents: collaboration, not competition15:41 The story of Galytix17:01 European innovation & investment challenges19:11 Why Galytix stays rooted in the Czech RepublicFollow other episodes of the Innovate or Die podcast about innovation, business, and education.Give us a 👍 if you enjoyed the conversation and subscribe so you don’t miss new episodes.Publisher:⁠⁠Innovation Week⁠⁠

Only 5 % of AI proofs-of-concept ever make it to real production. In this Innovate or Die powered by Innovation Week interview, Jan Tlaskal, Chief Data Engineer at Galytix, reveals how their agentic AI systems overcome that hurdle—transforming credit risk analysis and insurance claims into streamlined, high-impact processes.💡 What you’ll learn:Key differences between traditional generative AI and agentic AI, why most enterprise AI projects fail—and how to avoid it,how Galytix products cut costs and speed decisions,why Europe can be a powerhouse for AI innovation.👉 Don’t miss this deep dive into the future of AI in finance, insurance, and beyond.Interview Topics:1:24 Traditional Gen AI vs. Agentic AI5:34 The state of AI adoption in enterprises7:15 Galytix´s product suite: CreditX, ClaimsX, DataX12:49 Human analysts + AI agents: collaboration, not competition15:41 The story of Galytix17:01 European innovation & investment challenges19:11 Why Galytix stays rooted in the Czech RepublicFollow other episodes of the Innovate or Die podcast about innovation, business, and education.Give us a 👍 if you enjoyed the conversation and subscribe so you don’t miss new episodes.Publisher:⁠⁠Innovation Week⁠⁠

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AI Agents Are Transforming Finance: From Proof-of-Concept to Profit

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This episode was published on September 24, 2025.

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Only 5 % of AI proofs-of-concept ever make it to real production. In this Innovate or Die powered by Innovation Week interview, Jan Tlaskal, Chief Data Engineer at Galytix, reveals how their agentic AI systems overcome that hurdle—transforming...

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