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  • Why Most Companies Still Get AI Wrong | Anthropic & xAI Investor

    Why Most Companies Still Get AI Wrong | Anthropic & xAI Investor
    2026/07/21
    Send us Fan MailArtificial Intelligence is transforming every industry, yet most companies are still struggling to generate meaningful ROI from their AI investments.In this episode of The AI Visionary Podcast, host Joel Azariah sits down with Matthias Hendrichs, Managing Director, APAC at Pit, former Apple executive, founder of a US$1.5 billion technology company, and investor in leading AI companies including Anthropic and xAI.Drawing on decades of experience building, scaling, and investing in technology businesses, Matthias shares why most organisations are approaching AI transformation the wrong way and what CEOs, boards, and business leaders must do differently to create sustainable competitive advantage.If you're responsible for AI strategy, digital transformation, or business growth, this episode provides practical insights that go far beyond today's AI hype.In This Episode✅ Why most companies still get AI wrong✅ Why AI transformation is an organisational challenge—not an IT project✅ The AI ROI gap holding enterprises back✅ How AI agents will reshape the future of work✅ Why workflow redesign matters more than choosing the latest model✅ The biggest misconceptions about enterprise AI✅ How CEOs should think about AI investments✅ The future of SaaS in the age of AI✅ Will AI replace jobs—or redefine them?✅ The investment outlook for the next generation of AI companiesTimestamps00:00 – Why AI transformation isn't a weekend project00:25 – Meet Matthias Hendrichs01:11 – Why most companies struggle to generate AI ROI07:15 – Why AI transformation is different from previous technology waves11:52 – Will AI eliminate junior jobs?14:52 – The future of enterprise AI over the next five years17:15 – Is the SaaS apocalypse real?23:48 – The biggest risks of AI transformation26:30 – DeepSeek, Anthropic, xAI and the future of AI investing30:40 – What every CEO should know about AI risk35:39 – Why AI budgets are accelerating40:14 – Is AI really replacing jobs?42:57 – Why companies still get AI wrong47:29 – Do graduates still have a future?48:55 – Are trillion-dollar AI valuations justified?53:49 – Rapid Fire Round56:30 – Final thoughtsAbout Matthias HendrichsMatthias Hendrichs is Managing Director, APAC at Pit, a former Apple executive, founder of a US$1.5 billion technology company, and an investor in leading AI companies including Anthropic and xAI. He advises enterprises and investors on AI, digital transformation, and technology strategy, bringing a unique perspective from both operating and investing in some of the world's most influential technology businesses.The AI Visionary Podcast is a platform where AI leaders share bold, unique and tangible insights about pathways to realizing meaningful ROI from AI, pitfalls to avoid and their success stories.These conversations go beyond the hype to uncover what it takes for organizations to be successful in their AI transformation journeys from a leadership, talent, strategy and operating model perspective. Co-hosted by Joel Azariah and Milind, new episodes release every month via You Tube, Spotify, Apple Podcasts and various other Podcasts ChannelsLinksYouTube Channelhttps://www.youtube.com/@TheAIVisionaryPodcastSpotify Channelhttps://open.spotify.com/show/3Bt27yjIzXP9Yr1JyqzpTv?si=feq6M3RTR1ywJS_694-Q7A&nd=1&dlsi=ce2a21ba58db44b6LinkedIn Podcast Pagelinkedin.com/company/the-ai-visionary-podcastJoel Azariah LinkedIn Page...
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    55 分
  • The Hidden Reason Why Companies Waste Millions on AI

    The Hidden Reason Why Companies Waste Millions on AI
    2026/06/30
    Send us Fan MailMost companies are pouring millions into AI and have very little to show for it.The problem isn't the technology. It isn't the budget. And it isn't the team.Dr. Brindha Jeyaraman has seen it from every angle as a regulator, inside big tech, as Head of AI Governance at a major regional bank, and now as founder of an AI governance infrastructure company. The reason most AI transformations fail starts at the top.In this episode, Brindha breaks down what most organizations are getting wrong about enterprise AI strategy and what the ones succeeding are doing differently.We cover:- Why AI projects fail to scale beyond the experiment stage- The "braking system" case for embedding AI governance frameworks into your architecture from day one- Why the bottom of your organization is moving faster than the top — and what that leadership gap is costing you- The real reason hiring consultants to lead your AI implementation backfires- How AI has cut cybersecurity exploitation speed from months to hours and what that means for enterprise risk management- What the right AI team structure actually looks like today — and why most organizations have it upside down- Why human in the loop is one of the most misunderstood concepts in LLM deploymentWhether you are a Chief AI Officer, Chief Data Officer, Head of AI, AI governance lead, or senior executive navigating AI transformation in banking, financial services, or regulated industries — this conversation gives you a practitioner's honest view of what actually works. If you are researching enterprise AI strategy, AI governance frameworks, LLM deployment best practices, agentic AI implementation, AI risk management, how to scale AI across your organization, or why so many AI projects fail to deliver ROI — this episode covers it all.-⏱️ CHAPTERS00:00 — Why AI Replacements Still Need Human Reviewers01:32 — Brinda's Journey: Regulator, Big Tech, Bank, Founder01:55 — How a Family Health Crisis Shaped Her View of AI's Purpose03:12 — What Senior Executives Get Wrong About Deploying LLMs at Scale05:29 — Operationalizing AI at the Speed of Change06:37 — Why Organizations Get Distracted by New Tech Instead of Readiness08:22 — Experimentation vs ROI — The Tension No One Talks About09:52 — Why Companies Overestimate How Far Along Their AI Journey They Are10:38 — The Role of Data Strategy, AI Strategy and Board-Level Buy-In12:26 — Why the Top of the Organization Is Falling Behind13:01 — What Separates Companies That Accelerate From Those That Stall14:31 — The Middle Management Problem: Who Actually Gets the AI Mandate15:50 — How to Push Leadership Into the AI Journey From the Start16:45 — The Case for an AI Council17:12 — Why Siloed Ownership Kills AI Transformation18:05 — Building AI Foundations: Data, Knowledge and Tech Readiness20:03 — "AI Governance Is Just Added Cost" — Brinda's Response22:05 — Why Hiring Consultants to Lead Your AI Strategy Backfires23:27 — Where the True Risk of AI Implementation Actually Lies25:21 — The Human in the Loop Problem: Speed, Accountability and Design26:18 — How to Design Human Oversight Into an AI Architecture28:15 — How Organizational Culture Shapes Your AI Governance Framework30:27 — What Worked Across Regulator, Big Tech, Bank and Startup31:00 — Why Data Teams Are the Hardest to Bring Along32:49 — What Actually Made Brinda Succeed Across Very Different Environments34:18 — Why What Works in Big Tech Won't Work in a Bank36:08 — The Hardest Leadership Conversations on AI Risk38:28 — Posting AI Success Stories on LinkedIn Without the ROI38:51 — Building the Right AI Team Structure Today41:37 — Andrej Karpathy Stopped Writing Code — What That Means for Teams42:09 — Why Coding Skills Still Matter in an LLM World43:51 — How AI Team Structures Will Evolve Over the Next Two Years45:49 — Are Companies Justified in Cutting Headcount Because of AI47:02 — If You Could Redesign AI Governance From Scratch48:46 — Claude Mythos, Cybersecurity and the New Threat Landscape51:21 — Exploitation Speed: From Months to Hours52:02 — Governance as the Answer to AI-Enabled Cyber Threats53:45 — Rapid Fire Round Begins54:07 — ChatGPT, Gemini or Claude?55:27 — Head of Data Governance or Head of AI Governance?55:34 — Centralized vs Decentralized AI Teams55:41 — Most Overrated AI Trend Right Now55:59 — Most Underrated AI Trend56:23 — One Global AI Regulation You'd Implement Tomorrow🎙️ The AI Visionary Podcast is hosted by Joel Azariah and Milind candid conversations with the leaders shaping AI.#AIGovernance #EnterpriseAI #LLMOps #AIStrategy #AILeadership #AITransformation #AIRisk #ResponsibleAI #ChiefAIOfficer #AIImplementation #TheAIVisionaryPodcastThe AI Visionary Podcast is a platform where AI leaders share bold, unique and tangible insights about pathways to realizing meaningful ROI from AI, pitfalls to avoid and their success stories.These ...
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    58 分
  • Why Most AI Projects Never Deliver ROI - A Salesforce CTO's Fix

    Why Most AI Projects Never Deliver ROI - A Salesforce CTO's Fix
    2026/06/08
    Send us Fan MailAI Transformation or AI Theater? What CEOs Get Wrong About AI ROIMost companies are investing heavily in AI.But how many are actually seeing meaningful business results?In this episode of the AI Visionary Podcast, we sit down with Gavin Barfield, CTO & VP Solutions for Salesforce ASEAN, to explore the difference between AI experimentation and real AI transformation.From Agentic AI and customer experience to leadership, trust, adoption, and ROI, Gavin shares practical insights from working with some of the region's most innovative organizations.If you're a CEO, board member, business leader, AI practitioner, or technology executive trying to understand how to unlock value from AI investments, this conversation is for you.In This Episode✅ Why many AI initiatives fail to deliver ROI✅ The difference between AI transformation and AI theater✅ Why LLMs alone are not enough✅ The critical role of context in AI success✅ How Agentic AI is changing customer experience✅ What leaders get wrong about AI adoption✅ The future of AI-powered customer interactions✅ Why trust is the foundation of successful AI✅ Real-world examples of AI delivering business value✅ How leading organizations are preparing for an AI-first futureTimestamps00:00 – Introduction and Agentforce World Tour Singapore00:41 – How Gavin stays ahead in the age of AI01:37 – AI Transformation vs AI Theater03:49 – Why most AI projects struggle with ROI05:36 – How Agentic AI is changing customer experience07:53 – The rise of AI agents as customers08:39 – How AI agents will interact with software differently10:35 – The biggest misconception about AI agents12:26 – Why context matters more than intelligence13:39 – Leadership lessons for AI transformation15:02 – Strategy vs use cases: where companies go wrong15:50 – A real AI ROI success story17:53 – How to identify high-impact AI opportunities18:45 – Rapid Fire Round19:01 – Gemini, Claude, or ChatGPT?19:45 – The most underrated AI trend20:48 – The most overrated AI trend21:53 – Gavin's favorite AI tool22:45 – Final thoughtsKey TakeawaysThe companies generating the greatest ROI from AI are not simply deploying more models.They're redesigning how work gets done.The future belongs to organizations that combine trusted data, business context, and Agentic AI to create entirely new ways of serving customers and operating at scale.🎙 Subscribe to the AI Visionary Podcast for conversations with world-leading AI executives, founders, researchers, and innovators shaping the future of business.#AI #ArtificialIntelligence #AgenticAI #Salesforce #Agentforce #DigitalTransformation #BusinessStrategy #CustomerExperience #GenerativeAI #Leadership #Innovation #AIROI #FutureOfWork #EnterpriseAI #TechnologyLeadershipThe AI Visionary Podcast is a platform where AI leaders share bold, unique and tangible insights about pathways to realizing meaningful ROI from AI, pitfalls to avoid and their success stories.These conversations go beyond the hype to uncover what it takes for organizations to be successful in their AI transformation journeys from a leadership, talent, strategy and operating model perspective. Co-hosted by Joel Azariah and Milind, new episodes release every month via You Tube, Spotify, Apple Podcasts and various other Podcasts ChannelsLinksYouTube Channelhttps://www.youtube.com/@TheAIVisionaryPodcastSpotify Channelhttps://open.spotify.com/show/3Bt27yjIzXP9Yr1JyqzpTv?si=feq6M3RTR1ywJS_694-Q7A&nd=1&dlsi=ce2a21ba58db44b6LinkedIn Podcast Pagelinkedin.com/company/the-ai-visionary-podcastJoel Azariah LinkedIn Page...
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    23 分
  • AI Will Replace More Than Customer Service | The Rise of Machine Customers

    AI Will Replace More Than Customer Service | The Rise of Machine Customers
    2026/05/17

    Send us Fan Mail

    What happens when AI becomes the customer?

    In this episode of the AI Visionary Podcast, we sit down with Katya Forbes — globally recognized CX strategist, futurist, and author of Machine Customers: The Evolution Has Begun.

    We explore the rise of AI agents, machine customers, agentic commerce, and what business leaders must do NOW to survive the next wave of AI transformation.

    From trust, ethics, and AI-driven purchasing… to why brand loyalty may no longer matter in an AI-first economy — this conversation challenges everything CEOs, boards, and business leaders think they know about customer experience.

    If you work in AI, strategy, customer experience, digital transformation, or leadership — this episode is essential viewing.

    In This Episode

    - Why AI customers are already here
    - How machine customers make buying decisions
    - Why APIs alone are NOT enough
    - The future of brand loyalty in an AI economy
    - Why values and ethics become competitive advantages
    - The hidden risks of AI agents and misinformation
    - What CEOs are missing about AI transformation
    - How companies should redesign customer experience
    - The future of AI procurement and autonomous buying
    - New jobs that AI will create


    About the AI Visionary Podcast

    The AI Visionary Podcast is hosted by Joel Azariah and Milind. Our mission is to share actionable, unique and bold insights on one central question: how do we generate sustainable ROI from AI?

    Each episode features global AI leaders speaking candidly about the real challenges, pathways to success, and pitfalls to avoid on the journey to meaningful AI transformation.

    Available on YouTube, Spotify and Apple Podcasts. Please like, subscribe and leave us a review — it helps more leaders find these conversations.


    Guest: Katja Forbes - CX Evolutionist

    The AI Visionary Podcast is a platform where AI leaders share bold, unique and tangible insights about pathways to realizing meaningful ROI from AI, pitfalls to avoid and their success stories.

    These conversations go beyond the hype to uncover what it takes for organizations to be successful in their AI transformation journeys from a leadership, talent, strategy and operating model perspective.

    Co-hosted by Joel Azariah and Milind, new episodes release every month via You Tube, Spotify, Apple Podcasts and various other Podcasts Channels


    Links

    YouTube Channel

    https://www.youtube.com/@TheAIVisionaryPodcast

    Spotify Channel

    https://open.spotify.com/show/3Bt27yjIzXP9Yr1JyqzpTv?si=feq6M3RTR1ywJS_694-Q7A&nd=1&dlsi=ce2a21ba58db44b6

    LinkedIn Podcast Page
    linkedin.com/company/the-ai-visionary-podcast
    Joel Azariah LinkedIn Page
    ...
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    57 分
  • AI Doesn't Fail, Leadership Does with Dr. David Hardoon

    AI Doesn't Fail, Leadership Does with Dr. David Hardoon
    2026/04/13
    Send us Fan Mail91% of AI transformations fail.Not because of the technology. But because of the questions nobody asks, the structures nobody wants to change, and the human side of transformation that gets quietly shelved in favour of another pilot.In this episode of the AI Visionary Podcast, Joel Azariah and co-host Milind sit down with Dr. David Hardoon, one of the most candid and experienced AI leaders in the world today.David has taken a path very few leaders in this space have. From academia to global consulting. From architecting Singapore's national AI strategy at the Monetary Authority of Singapore to building a greenfield AI consulting firm from scratch. He has seen AI transformation from every angle: as a researcher, a practitioner, a regulator, and the person accountable for making it work at a national level.In this conversation, David shares what he has learned from two decades at the intersection of AI, business, and human behaviour. And he holds nothing back.In this episode you will hear:Why the technology is the easy part of AI and what the hard part actually isThe one question David asks in every AI meeting that most leaders are afraid to askWhy making AI the crown jewel of your transformation almost guarantees it will underdeliverHow to move AI from a cost centre to a profit centre — and what organisational structures make that possibleWhy 91% of AI efforts fail — and what the 9% do differentlyHow to manage fear and resistance in your organisation without losing your best peopleWhy David believes standalone AI regulation is the wrong approach — and what should replace itThe personal story behind David's resilience — and why it is the most important thing he brings to every boardroomThis is not another conversation about AI tools or trends. It is an honest, experience-driven discussion about what it actually takes to generate meaningful, sustainable ROI from AI.If you are a CEO, board member, Chief AI Officer, or a leader trying to understand why your AI investments are not delivering the returns you expected — this episode is for you.——About the AI Visionary PodcastThe AI Visionary Podcast is hosted by Joel Azariah and Milind. Our mission is to share actionable, unique and bold insights on one central question: how do we generate sustainable ROI from AI?Each episode features global AI leaders speaking candidly about the real challenges, pathways to success, and pitfalls to avoid on the journey to meaningful AI transformation.Available on YouTube, Spotify and Apple Podcasts. Please like, subscribe and leave us a review — it helps more leaders find these conversations.——Guest: Dr. David HardoonFormer Chief Data Officer, Monetary Authority of SingaporeThe AI Visionary Podcast is a platform where AI leaders share bold, unique and tangible insights about pathways to realizing meaningful ROI from AI, pitfalls to avoid and their success stories.These conversations go beyond the hype to uncover what it takes for organizations to be successful in their AI transformation journeys from a leadership, talent, strategy and operating model perspective. Co-hosted by Joel Azariah and Milind, new episodes release every month via You Tube, Spotify, Apple Podcasts and various other Podcasts ChannelsLinksYouTube Channelhttps://www.youtube.com/@TheAIVisionaryPodcastSpotify Channelhttps://open.spotify.com/show/3Bt27yjIzXP9Yr1JyqzpTv?si=feq6M3RTR1ywJS_694-Q7A&nd=1&dlsi=ce2a21ba58db44b6LinkedIn Podcast Pagelinkedin.com/company/the-ai-visionary-podcastJoel Azariah LinkedIn Page...
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    54 分
  • Top Google Cloud and McKinsey Expert: "Stop Wasting Money on AI - Do This Instead"

    Top Google Cloud and McKinsey Expert: "Stop Wasting Money on AI - Do This Instead"
    2026/03/08
    Send us Fan MailMost companies aren’t failing at AI because of the technology.They’re failing because of leadership, incentives, and execution.And it’s costing them millions.In this episode, a former CIO, Stanford AI PhD, and global AI transformation leader breaks down why most AI initiatives never deliver meaningful ROI — and what business leaders must do differently.If you’re a CEO, board member, Chief Data Officer, or senior executive navigating AI investments, this conversation will challenge how you think about AI strategy, org design, hiring, and transformation.This isn’t about hype.It’s about execution.You’ll learn what actually drives AI ROI, why endless pilots happen, how AI leadership must evolve, and the structural mistakes that keep companies stuck.• The 3 reasons most AI initiatives fail• Why hiring engineers won’t fix your AI problem• The “AI Translator” role every organization is missing• Why AI leaders must report directly to the CEO• The execution gap blocking AI ROI worldwide• How to structure your first 90 days as a Chief AI Officer• Why endless AI pilots are often intentional• The dangerous myth about humans in the age of AI00:00 – Why AI ROI keeps failing03:18 – From Wall Street CIO to AI transformation leader07:01 – The 3 real reasons AI initiatives fail10:37 – Where AI leadership must sit in the org chart15:55 – Are we in an AI bubble?17:51 – The execution gap nobody talks about19:18 – Why some companies move fast — and others stall23:31 – Real use cases: Where banks see ROI first31:52 – The first 90 days as a Chief AI Officer34:45 – Why AI leaders fail (even with great resumes)38:02 – Rapid fire: CDO vs Chief AI Officer39:27 – The most underrated truth about AIDr. Maxim Afanasyev is the Financial Services Industry Head for Asia-Pacific and Japan at Google Cloud, where he's leading AI strategy for one of the fastest-growing industries across some of the world's most dynamic markets.But what makes Maxim's perspective truly unique is the journey that got him here. He holds a PhD from Stanford in Operations and AI, spent years as a derivatives trader at Royal Bank of Scotland, became Chief Investment Officer managing over a billion dollars in AI and tech investments, then pivoted to become one of McKinsey's first "Analytics Translators" - a role McKinsey predicted would need millions of professionals worldwide.From there, he led the digital transformation of an $11 billion corporate banking business at Standard Chartered across 50+ markets, before joining Google Cloud where his work has contributed to FSI revenue growing at 2x the market average for three consecutive years.He's behind some of the most impressive AI deployments in financial services - including HSBC's Anti-Money Laundering AI system that processes over a billion transactions per month and cut false positives by 60% while increasing true fraud detection by up to 4x.Please like and subscribe to our channel to get notified as soon as new episodes and content are released.The AI Visionary Podcast is a platform where AI leaders share bold, unique and tangible insights about pathways to realizing meaningful ROI from AI, pitfalls to avoid and their success stories.These conversations go beyond the hype to uncover what it takes for organizations to be successful in their AI transformation journeys from a leadership, talent, strategy and operating model perspective. Co-hosted by Joel Azariah and Milind, new episodes release every month via You Tube, Spotify, Apple Podcasts and various other Podcasts ChannelsLinksYouTube Channelhttps://www.youtube.com/@TheAIVisionaryPodcastSpotify Channelhttps://open.spotify.com/show/3Bt27yjIzXP9Yr1JyqzpTv?si=feq6M3RTR1ywJS_694-Q7A&nd=1&dlsi=ce2a21ba58db44b6LinkedIn Podcast Pagelinkedin.com/company/the-ai-visionary-podcastJoel Azariah LinkedIn Page...
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    43 分