ReadyAI.dev Podcast

ReadyAI

A podcast from ReadyAI.dev, where we help enterprises adopt AI with confidence. Conversations with the people navigating what that actually takes, from strategy through to secure, compliant deployment. New episodes coming soon.

Episodes

  1. Aug 5

    Responsible AI: Unmasked with Carol Eastman and Ashwin Rangan

    0:00 – Introduction Carol Eastman welcomes Ashwin Rangan, ReadyAI Executive Board Member and former CIO of Walmart, Bank of America, and ICANN. Ashwin frames the central question: AI governance starts with identifying the right business problem — what does the CEO and board want to accelerate or fix? Data quality and strategic alignment are the foundation of any responsible AI initiative. 2:30 – Why 90% of AI Projects Fail Ashwin breaks down why the vast majority of AI deployments fall short: organizations measure deployment (power outlets) instead of outcomes (value extracted). He introduces the concept of AI's four distinct flavors — historical pattern recognition, predictive analytics, generative AI, and agentic AI — and explains why a one-size-fits-all approach to AI governance is doomed. 7:30 – The Board's Role in AI Strategy Boards are still catching up to AI's potential, driven more by buzz than understanding. Ashwin argues that the CEO-board relationship is critical: if the board only asks "Do we have AI?", the CIO answers with a deployment metric that means nothing. The right questions are: How is AI accelerating our strategy? What risks does it pose beyond cybersecurity? Every week, a new model claims the top spot —winners and losers are being selected rapidly. 17:00 – Data as Gold: Security & Access Controls Carol and Ashwin explore the "data as gold" analogy — companies have spent 15 years collecting data, and AI is finally the tool to mine it. But just like the Kimberley diamond mines required rigorous security checkpoints for every worker entering and leaving, AI deployments need equivalent controls: who accessed what data, what did they do with it, and what did they bring back? Without this, the organization's most valuable asset is exposed. 19:10 – How the Internal AI Platform Empowers Responsible Enterprise AI Ashwin evaluates the ReadyAI platform through the lens of his TAO framework: Transparency (what is AI doing?), Accountability (is there real ROI?), and Observability (why is it doing it?). He advocates for a 90-day pilot discipline — measure outcomes, not just usage — and warns that organizations giving employees unlimited AI access without instrumentation are creating hidden productivity gains they'll never capture, and bills they can't explain.

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A podcast from ReadyAI.dev, where we help enterprises adopt AI with confidence. Conversations with the people navigating what that actually takes, from strategy through to secure, compliant deployment. New episodes coming soon.