In this episode of Data in 10, we sit down with Kostas, a product leader with over 15 years of experience at the intersection of finance and AI, to cut through the AI hype and get to what actually drives real, measurable business impact.Kostas has spent most of his career in London in investment banking and is currently based in Cyprus, driving AI innovation at a large brokerage firm. He gives a refreshingly honest take on why so many organisations are investing in AI but seeing very little return — and what separates the companies that get it right from those that are simply experimenting.If you work in data, lead a team, or are trying to figure out how AI fits into your career, this episode is for you.In this video, you will learn:AI Enablement vs AI Professionalism: Why most people don't need to build AI and instead need to work with it effectively.The 3 Fundamentals of AI Success: Data integrity, governance, and strategic alignment Jobs & AI: Why roles are being reshaped, not just replaced and advice for junior professionalsData Debt: The hidden blocker killing AI projects in production and why the "dashboard delusion" fools management.Measuring AI ROI: The biggest mistake companies make and what metrics actually matter.Chapters:0:00 - Introduction & Welcome1:30- AI Enablement vs AI Professionalism3:42 - What Real AI Enablement Looks Like4:24 - 3 Fundamentals of AI Project6:52 - Are Jobs Being Replaced or Reshaped?10.38 - Why People Resist AI (It's About Agency, Not Technology)13.38 - Advice for Junior Professionals & Non-Linear Careers16.17 - Data Debt & The Dashboard Delusion19:53 - How to Measure Real ROI from AI21:28 - Outro & SubscribeConnect with the Guest:Kostas KotsopoulosLinkedIn: / kostaskotsopoulos Connect with the Hosts:Anurag GulatiLinkedIn: / anurag-gulati-596843104 Website: https://analytics-with-anurag.com/Medha KhuranaLinkedIn: / medha-khurana-17aa3b16b Website: https://www.medhakhurana.com/
#AIStrategy #DataGovernance #ArtificialIntelligence #AIEnablement #FutureOfWork #DataScience #AILeadership #DataIn10 #CareerAdvice #BusinessAI #DigitalTransformation #MachineLearning #DataAnalytics #AIAtWork #TechPodcast #aipodcast #datacommunity