Enterprise Tech Talk Podcast

EnterpriseTechTalk

Enterprise Tech Talk is your premier source for discourse on current complex enterprise technology challenges such as AI adoption, cyber security, technology strategy, governance and OpModels and emerging technology trends. We engage senior technology professionals to make challenging IT topics accessible to a wider audience. Tune in expert insights and the latest technology trends!

  1. 5 juli

    AI Engineering Beyond the Hype: Harnesses, Guardrails and Production Reality

    Generative AI has made it easier than ever to build impressive prototypes. But turning those prototypes into secure, reliable and cost-effective enterprise systems is a very different challenge. In this episode of Enterprise Tech Talk, host Saumitra Kalikar speaks with Adam Witanowski about AI Engineering and what it takes to move from prototype hype to production reality. Adam brings deep experience across software engineering, AI architecture, startups, consulting and enterprise delivery. The conversation explores why AI engineering is becoming a distinct discipline — not because traditional software engineering no longer matters, but because AI-generated delivery changes the speed, scale and risk profile of the entire software delivery lifecycle. Key topics include: Why AI engineering is more than prompt engineering or model selectionThe difference between AI prototypes and production-grade systemsHarness engineering and meta-harnessesPolicy-as-code, runtime controls and enterprise guardrailsVibe coding vs spec-driven and goal-driven developmentLoop engineering, token cost and context driftTesting, evals and the changing role of QARAG, long-context models, knowledge graphs and enterprise memoryAI governance, security, FinOps and responsible adoptionThe key message: enterprise AI success will not come from model choice alone. It will come from the engineering systems, context layers, governance controls and guardrails organisations build around AI. This episode is designed for CIOs, CTOs, enterprise architects, software engineering leaders, AI leaders, product leaders and technology executives navigating the next phase of enterprise AI adoption. For more episodes and executive insights, visit:https://www.enterprisetechtalk.com

    AI Engineering Beyond the Hype: Harnesses, Guardrails and Production Reality
  2. 8 juni

    The Agentic Enterprise : Scaling AI, Controlling Costs and Redesigning Work

    🎧 The Agentic Enterprise: Scaling AI, Controlling Costs and Redesigning Work What happens when AI moves beyond generating content and begins making decisions, coordinating workflows and executing work autonomously? In this episode of Enterprise Tech Talk, Saumitra Kalikar speaks with Amit Mudgal, Founder and CEO of Clear Ways AI, about the realities of industrialising Agentic AI within the enterprise. Together they explore: • The evolution from Generative AI to Agentic AI• Productionising agentic systems at scale• Context management, memory and orchestration patterns• Harness Engineering and why it may become the new competitive advantage• AI bill shock, token economics and AI FinOps• Governance and risk management for autonomous systems• Workforce transformation and emerging operating models• What the Agentic Enterprise could look like over the next few years ⏱ Chapters 00:00 Introduction01:00 Amit Mudgal's AI Journey and Clear Ways AI03:20 Enterprise AI Maturity Today06:20 Early Agentic AI Use Cases08:15 Moving from Pilots to Production10:40 Engineering Foundations for Agentic AI15:25 Context, Memory and Enterprise Knowledge20:15 Markdown vs HTML for Agent Context24:50 Harness Engineering and Model Commoditisation28:30 Measuring ROI and AI Bill Shock34:45 Governance, Risk and Control38:10 Workforce Impact and Job Transformation42:45 AI, Operating Models and New Roles45:30 Future of the Agentic Enterprise51:55 Closing Remarks Explore more Enterprise Tech Talk content, expert articles and technology insights: https://www.enterprisetechtalk.com #EnterpriseAI #AgenticAI #TechnologyLeadership #EnterpriseArchitecture

    The Agentic Enterprise : Scaling AI, Controlling Costs and Redesigning Work

Om

Enterprise Tech Talk is your premier source for discourse on current complex enterprise technology challenges such as AI adoption, cyber security, technology strategy, governance and OpModels and emerging technology trends. We engage senior technology professionals to make challenging IT topics accessible to a wider audience. Tune in expert insights and the latest technology trends!