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Applied AI Australia

The AI Execution Playbook

21 Sep 2025

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The AI Execution Playbook: Turning AI into Measurable Business ResultsIn this episode of Applied AI Australia, Ramon Rodriguez highlights the critical importance of AI adoption for businesses to stay competitive. He discusses the high failure rate of AI pilots and the substantial returns for those who execute effectively. The episode introduces the AI impact loop, emphasizing the importance of utilizing existing teams, clear financial attribution, and starting AI initiatives in assist mode. Rodriguez underlines the necessity of practical, step-by-step execution over chasing 'shiny' new AI tools and provides actionable insights for achieving measurable results within 90 days, including a one-hour bottleneck workshop, setting guardrails, and ensuring disciplined execution. Download the free AI Adoption Scorecard for practical next steps: https://appliedaiaustralia.com.au. Subscribe to the newsletter: https://appliedaiaustralia.substack.comSubscribe to Youtube:www.youtube.com/@AppliedAIAustralia00:00 Introduction to Applied AI Australia00:21 The AI Opportunity and Execution01:02 The AI Impact Loop02:02 Common Pitfalls in AI Implementation03:15 Empowering Internal Teams04:53 Steps to Successful AI Deployment11:48 Guardrails for AI Implementation15:37 Summary and Final Thoughts

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