Why 95% of AI Projects Fail — and What the 5% Do Differently episode artwork

EPISODE · Jul 17, 2026 · 48 MIN

Why 95% of AI Projects Fail — and What the 5% Do Differently

from Project Flux · host Project Flux

Send us Fan MailSummaryIn this episode, Alex Luketa from Xerini shares insights on AI, data management, and the future of technology, emphasizing the importance of data quality, governance, and the societal impacts of AI.Key TopicsData silos and quality issuesImpact of AI on organizational cultureRisks and governance of AIFuture hardware and local modelsSocietal impacts and inequalityChapters00:00 Introduction to Alex Luketa and Zorini01:15 Alex's background in finance and AI02:28 The core problem: Data silos and quality03:38 AI's influence on organizational culture04:39 Progress in data maturity and AI adoption06:45 Starting small with data projects08:10 Using AI to assess data quality09:11 Lessons from HS2 project and AI failures10:07 Business case and success metrics for AI11:35 Addressing AI panic and data security concerns12:14 Risks of AI and data privacy14:58 The future of AI hardware and costs16:10 Legislation, governance, and geopolitical risks18:36 Local models and AI competition20:43 Environmental costs of AI and data centers22:24 Global AI market and competition24:31 Market dynamics and monopoly concerns26:13 The power of local hardware and AI accessibility28:38 AI's societal impact and inequality32:20 AI in healthcare and societal benefits36:28 The future of AI legislation and governance40:20 Adapting to AI and future predictions44:27 Predictions for AI in 203146:26 Where to find Alex and ZoriniLINKS AND STUFF Alex Luketa's Linkedin : https://www.linkedin.com/in/alex-luketa?utm_source=share_via&utm_content=profile&utm_medium=member_iosSupport the showSubscribe to the Project Flux Newsletter!All our podcasts commentate on the weeks hottest news brought to you by the Project Flux Newsletter! Get a step ahead on the world of AI and tech, subscribe and get the weekly newsletter to your inbox every Monday!Sign Up to Newsletter Project Flux is independently owned, funded, and operated by its founder. Any external references or features are for community benefit only and do not imply endorsement, control, or ownership.

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Send us Fan Mail Summary In this episode, Alex Luketa from Xerini shares insights on AI, data management, and the future of technology, emphasizing the importance of data quality, governance, and the societal impacts of AI. Key Topics Data silos and quality issuesImpact of AI on organizational cultureRisks and governance of AIFuture hardware and local modelsSocietal impacts and inequality Chapters 00:00 Introduction to Alex Luketa and Zorini 01:15 Alex's background in finance and AI 02...

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Why 95% of AI Projects Fail — and What the 5% Do Differently

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