All In On Data Podcast

All In On Data
  • 5.0 (3)
  • TECHNOLOGY

Unbiased, unstructured, and unfiltered - just like data.  Join the data experts from All In On Data, Peter Memon and David Gleason every Thursday as they unpack the week’s biggest headlines in artificial intelligence, explore transformative data trends, and answer real-world questions from business leaders and curious minds alike. With over 60 years of combined experience in data strategy, architecture, analytics, and engineering, Peter and David bring deep expertise and ethics with zero fluff. Whether you're building a company, leading a team, or simply trying to keep pace with AI's innovation, All In On Data Pod provides you with the tools to understand and apply the latest advancements in AI and Tech quickly.

  1. 1D AGO

    How AI Is Quietly Transforming Private Equity Decision-Making With Ercan Ucak

    Artificial intelligence is changing how private equity firms source deals, conduct diligence, and make investment decisions. In this episode of All in on Data Pod, we break down the fundamentals of private equity before exploring how AI and modern data infrastructure are being used to filter opportunities, reduce noise, and help investors focus on the deals that truly fit their strategy. Rather than replacing human judgment, AI acts as a force multiplier, allowing investment teams to move faster, analyze more information, and compete more effectively. This conversation covers private equity basics, real-world AI use cases, the limitations of automation, and what firms need to get right when implementing data-driven workflows. If you’re interested in private equity 101, AI in investing, or the future of data-driven decision-making in finance, this episode offers a grounded and practical perspective. 01:00:00 – Is AI the Problem or the Solution? 01:02:11 – Private Equity 101 01:15:23 – How Investors Actually Use AI Today 01:19:45 – Filtering Deals Before Humans Get Involved 01:24:30 – The Cost of Bad Data in Finance 01:29:10 – Automating the First Pass of Diligence 01:34:40 – Organizational Resistance to AI 01:40:00 – Scaling Insight Without Scaling Headcount 01:44:15 – Where Humans Still Matter Most 01:47:30 – The Future of Data-Driven Private Equity

    1h 24m

  2. 4D AGO

    Call Me Data Best Of: Insights on AI, Data, and Decision-Making.

    This best-of episode of All in on Data Pod brings together the most impactful conversations on data, artificial intelligence, and decision-making. From cutting through noise to understanding where AI truly adds value, the episode highlights practical lessons for leaders, operators, and anyone working with data. Rather than focusing on hype, these clips emphasize judgment, strategy, and mindset. You’ll hear why more data doesn’t always mean better decisions, how AI fits into modern workflows, and what organizations need to get right to actually benefit from analytics and automation. If you’re interested in AI insights, data-driven decision-making, or building smarter systems with data, this episode offers a concise and thoughtful overview. All in on Data Pod features conversations with data practitioners, technologists, and thinkers working across analytics, AI, and business strategy. The speakers bring hands-on experience building data systems and translating complex technical ideas into practical insights that help organizations make better decisions. 00:00:00 – Why Data Alone Isn’t Enough 00:02:30 – Signal vs Noise in Analytics 00:05:45 – The Dashboard Trap 00:09:50 – Where AI Actually Helps 00:13:40 – Better Questions, Better Outcomes 00:17:30 – The Risks of Blind Automation 00:21:45 – When Metrics Lie 00:25:30 – Building a Real Data Culture 00:30:10 – Turning Insight into Action 00:34:00 – The Core Lesson from Every Episode

    33 min

  3. JAN 22

    Why Play Might Be the Secret to AI Mastery

    In this episode, David and Peter dive deep into the unexpected link between play and successful AI adoption. From reminiscing about shell terminals and giant monitors to exploring how imagination and experimentation drive innovation, this conversation blends technical insight with strategic reflection. They also explore the importance of safe experimentation, structured risk-taking, and why traditional IT mindsets may be holding organizations back from fully leveraging AI. If you're crafting an AI rollout or just trying to make sense of your company's data future, this one’s for you. 0:00 – Serious Learning, Hawaiian Shirts & 60 Episodes In 5:11 – Terminal Troubles, Developer Nostalgia, and Monster Monitors 10:04 – Annotating with AI: Using Claude for Smart Budgeting 14:41 – The Rise of User-Friendly AI Interfaces 19:39 – Why Imagination is the Underrated AI Skill 24:29 – POCs, Uncertainty & the Statistical Heart of AI 29:40 – Structured Play vs Structured Work: What's Missing in Adults 34:53 – AI Controls: Tech, Policy & Playing Safe 39:28 – Guardrails = Speed: Rethinking Risk & Control 44:30 – Why AI Can’t Live in IT Alone: Domain-Driven Innovation Learn More: Visit our website for insights, services, and case studies: https://www.allinondata.com Want to talk AI strategy with us? Book a free consultation → https://allinondata.com/contact For All Business Inquiries → pietro@allinondata.com About All In on Data: We’re a full-service Data and AI consulting firm helping companies align strategy with scalable solutions. From roadmap to implementation, we’re your trusted partner for ethical, production-ready AI. Follow Us for More Content: David Gleason's LinkedIn: https://linkedin.com/in/david-r-gleason Peter Memon's LinkedIn: https://linkedin.com/in/petermemon AIoD LinkedIn: https://www.linkedin.com/company/all-in-on-data Spotify: http://bit.ly/44BhxGs Apple Podcast: http://bit.ly/3GHBe6i #AIstrategy #GenerativeAI #DataTransformation #EnterpriseAI #ClaudeAI   #ResponsibleAI #BusinessInnovation #AIimplementation #TechPodcast #AllInOnDataPod

    50 min

  4. JAN 19

    Is AI Fueling the Social Media Crisis

    AI is reshaping everything from our jobs to our minds. It is happening faster than most people realize. In this episode of All In On Data, David and Peter talk with innovation expert James Barrood about how artificial intelligence is disrupting industries, changing how we learn, and affecting our ability to think critically. They cover deepfakes, AI companions, education failures, and the rise of one-person startups built entirely on AI tools like ChatGPT and Notebook LM. This is a wide-ranging, eye-opening conversation for founders, educators, and anyone navigating the next wave of digital transformation. We help you go beyond the hype—offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale. Learn More: Visit our website for insights, services, and case studies: https://www.allinondata.com Want to talk AI strategy with us? Book a free consultation → https://allinondata.com/contact For All Business Inquiries → pietro@allinondata.com

    59 min

  5. JAN 8

    Why You Can’t Fake Real AI Change!

    Most companies are still stuck in the AI hype cycle, but BarnDoor.AI CEO Oren Michels explains what it actually takes to build trust, scale agentic AI, and deliver real business value. In this episode, David and Peter dig into why 95 percent of AI projects fail, how treating AI like an intern can unlock adoption, and why the future of AI won’t live in a sidebar or a chat window. If you're serious about turning AI into action, this is the conversation to hear. We help you go beyond the hype—offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale. Introduction to AI in Enterprises - 0:00 The Evolution from APIs to AI - 3:13 Agentic AI and Business Transformation - 9:47 Cultural Shifts for AI Adoption - 15:07 AI's Role in Creativity and Theater - 21:15 Trust and Governance in AI - 27:34 Complexity and Management of AI Agents - 33:10 The Future of AI in Enterprises - 39:47 Learn More: Visit our website for insights, services, and case studies: https://www.allinondata.com Want to talk AI strategy with us? Book a free consultation → https://allinondata.com/contact For All Business Inquiries → pietro@allinondata.com About All In on Data: We’re a full-service Data and AI consulting firm helping companies align strategy with scalable solutions. From roadmap to implementation, we’re your trusted partner for ethical, production-ready AI. Follow Us for More Content: David Gleason's LinkedIn: https://linkedin.com/in/david-r-gleason Peter Memon's LinkedIn: https://linkedin.com/in/petermemon AIoD LinkedIn: https://www.linkedin.com/company/all-in-on-data Spotify: http://bit.ly/44BhxGs Apple Podcast: http://bit.ly/3GHBe6i #business #ai #podcast #DavidGleason #PeterMemon

    46 min

  6. JAN 1

    Here's What AI's 2025 Actually Looked Like!

    AI went mainstream in 2025, and not always for the right reasons. In this New Year’s special, David Gleason and Peter Memon look back at the breakthroughs, blunders, and buzzwords that defined the year in tech. From the rise of “workslop” and overhyped AI agents to energy grid strain and questionable layoff excuses, the hosts offer sharp insights and bold predictions for 2026. If you're trying to understand where AI is headed next, this episode is your starting line. We help you go beyond the hype—offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale. Learn More: Visit our website for insights, services, and case studies: https://www.allinondata.com Want to talk AI strategy with us? Book a free consultation → https://allinondata.com/contact For All Business Inquiries → pietro@allinondata.com About All In on Data: We’re a full-service Data and AI consulting firm helping companies align strategy with scalable solutions. From roadmap to implementation, we’re your trusted partner for ethical, production-ready AI. Follow Us for More Content: David Gleason's LinkedIn: https://linkedin.com/in/david-r-gleason Peter Memon's LinkedIn: https://linkedin.com/in/petermemon AIoD LinkedIn: https://www.linkedin.com/company/all-in-on-data Spotify: http://bit.ly/44BhxGs Apple Podcast: http://bit.ly/3GHBe6i #ai #review #aitools

    41 min

  7. 12/25/2025

    How AI Can Help You Survive the Holidays!

    What happens when two data pros give AI the reins to Christmas? In this special holiday episode of Call Me Data, David and Peter go completely off-script, letting AI tools like Gemini and Suno AI take over their festive planning. From hilarious AI-generated gift ideas to crafting absurdly catchy custom Christmas songs, they explore how generative AI can bring creativity and chaos to your holidays. But it’s not all holiday cheer. Get practical tips for surviving awkward family dinners, crafting the perfect thank-you for terrible gifts, and avoiding AI fails that could ruin Christmas. This episode is your AI-powered survival guide for the season. We help you go beyond the hype—offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale. Learn More: Visit our website for insights, services, and case studies: https://www.allinondata.com Want to talk AI strategy with us? Book a free consultation → https://allinondata.com/contact For All Business Inquiries → pietro@allinondata.com About All In on Data: We’re a full-service Data and AI consulting firm helping companies align strategy with scalable solutions. From roadmap to implementation, we’re your trusted partner for ethical, production-ready AI. Follow Us for More Content: David Gleason's LinkedIn: https://linkedin.com/in/david-r-gleason Peter Memon's LinkedIn: https://linkedin.com/in/petermemon AIoD LinkedIn: https://www.linkedin.com/company/all-in-on-data Spotify: http://bit.ly/44BhxGs Apple Podcast: http://bit.ly/3GHBe6i #suno #holidays #family

    29 min

  8. 12/19/2025

    Will AI Help Aid Medical Professionals?

    AI is transforming medicine — but are doctors ready for it? In this episode, Dr. Kavin Mistry a leading neuroradiologist and author of Primal Health Design, joins Peter and David to unpack how AI is reshaping healthcare from the inside out. From interpreting brain scans and testing FDA-approved tools to confronting a rising crisis in physician burnout, this is a rare conversation about medicine’s AI future — with empathy and nuance. Learn why Kavin believes radiologists using AI will replace those who don’t, and how we can design a future where human intelligence and artificial intelligence thrive together. 00:00 – What AI Still Gets Wrong in Healthcare 02:50 – Introducing Dr. Kavin Mistry 05:10 – What Is Primal Health Design? 08:20 – From Africa to AI: Kavin’s Story 11:40 – How the Brain Interacts with Data 14:30 – The 7 Primal Connections Explained 18:00 – What Hospitals Get Wrong About AI 21:15 – FDA-Approved AI Tools in Radiology 25:00 – Claude, GPT-4, and Clinical Workflow 28:20 – Radiologist Trust and AI Accuracy 32:10 – False Positives, Missed Diagnoses & AI 35:45 – How AI Is Being Used Right Now in Imaging 39:30 – Radiologists Who Don’t Use AI? Dangerous 42:00 – Medical Training in the Age of AI 45:10 – Mastery, Residents, and Future Doctors 48:15 – Why Patients Still Want Human Doctors 51:00 – Burnout, Overwork, and System Design 54:30 – Fixing Data Fixes Doctor Burnout 58:40 – Gamma AI Tool Saves Time in Workflow 01:02:00 – What Is Primal Intelligence? 01:05:00 – Final Thoughts: AI That Keeps Us Human We help you go beyond the hype—offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale. Learn More: Visit our website for insights, services, and case studies: https://www.allinondata.com Want to talk AI strategy with us? Book a free consultation → https://allinondata.com/contact For All Business Inquiries → pietro@allinondata.com About All In on Data: We’re a full-service Data and AI consulting firm helping companies align strategy with scalable solutions. From roadmap to implementation, we’re your trusted partner for ethical, production-ready AI. Follow Us for More Content: David Gleason's LinkedIn: https://linkedin.com/in/david-r-gleason Peter Memon's LinkedIn: https://linkedin.com/in/petermemon AIoD LinkedIn: https://www.linkedin.com/company/all-in-on-data Spotify: http://bit.ly/44BhxGs Apple Podcast: http://bit.ly/3GHBe6i #medicine #ai #hospital

    1h 8m
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Ratings & Reviews

5
out of 5
3 Ratings

About

Unbiased, unstructured, and unfiltered - just like data.  Join the data experts from All In On Data, Peter Memon and David Gleason every Thursday as they unpack the week’s biggest headlines in artificial intelligence, explore transformative data trends, and answer real-world questions from business leaders and curious minds alike. With over 60 years of combined experience in data strategy, architecture, analytics, and engineering, Peter and David bring deep expertise and ethics with zero fluff. Whether you're building a company, leading a team, or simply trying to keep pace with AI's innovation, All In On Data Pod provides you with the tools to understand and apply the latest advancements in AI and Tech quickly.

Information

  • Creator
    All In On Data
  • Years Active
    2025 - 2026
  • Episodes
    49
  • Rating
    Clean
  • Copyright
    © 2026 All In On Data
  • Show Website
    All In On Data Podcast