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What Is Kanban & Why It Matters: James Farley

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What is agentic AI and why is everyone talking about it?


In this episode, delivery and transformation leader James Farley breaks down what agentic AI really means, beyond the hype, and how it’s changing product development, business building, and creative work.


▶︎What you’ll learn in this video:

What agentic AI actually is (simple explanation)

Real-world use cases for AI in business and product development

Why AI is unlocking creativity at scale

The hidden risks of AI in product teams

How AI can create false expectations with stakeholders

Why culture matters more than tools

Kanban, flow metrics, and improving delivery systems

The #1 metric most teams ignore (work item age)

How to use AI to validate ideas faster


Key takeaway:

AI can accelerate thinking, prototyping, and delivery, but it can’t replace human judgment, context, or decision-making.


Who this is for:

Product managers & product owners

Agile coaches & Scrum Masters

Tech leaders & founders

Anyone exploring AI in business


▶︎Connect with James Farley:

https://www.linkedin.com/in/jsfarley/


▶︎Subscribe for more conversations on Agile, product, and delivery

https://www.youtube.com/@EverydayAgile/podcasts


▶︎Our Newsletter

https://substack.com/@betweenthestandups


▶︎Chapters

00:00 Intro

00:45 What is Agentic AI? (Simple Explanation)

01:30 Why Should People Care About Agentic AI?

02:00 The Sibelius Analogy (Why This Matters)

03:00 How AI Unlocks Creativity & Capability

04:30 Real Business Use Cases (Websites, Content, Lead Gen)

06:00 Why Agentic AI Is So Powerful Right Now

06:45 The Dark Side: Where AI Goes Wrong

07:10 The Problem With AI Prototypes (False Expectations)

08:00 Why AI Can Mislead Stakeholders

08:40 The Risk of “Paint-by-Numbers” Product Teams

09:15 Why Teams Lose Autonomy with AI

10:00 The Real Challenge: Culture, Not Tools

10:40 James’ Career Journey (Army → Transformation Leader)

13:50 Discovering Agile & Scrum

16:00 Why Corporate Learning Fails

17:30 What Is Kanban & Why It Matters

19:00 Using Data to Improve Delivery

21:30 Why Teams Ignore Jira (And How to Fix It)

23:00 Flow Metrics Explained Simply

25:30 The Most Important Metric: Work Item Age

27:00 How to Prioritise Work Properly

28:30 Flow Debt Explained

29:30 How to Learn Faster (Books, Podcasts, Communities)

33:00 Why Community Beats Courses

35:00 Building an Agile Community (Agile Gloss)

36:30 AI Hackathons & Rapid Prototyping

37:30 Using AI to Validate Ideas Faster

39:00 Courses, Consulting & Real-World Support

43:00 The Problem with LinkedIn Today

45:00 Final Thoughts on AI, Learning & Delivery


▶︎ The Everyday Agile Podcast brings you interviews with Agile, Product, business, and tech folk that will leave you with actionable, relevant advice.


▶︎ About Everyday Agile

We might be little, but we’ve got great, big ideas – and lots of them. Transformative ideas that can make a massive difference to your business, your team and how things run. Revolutionary ideas that give our clients the tools they need to nail the basics, create problem-solving products and smash strategy out of the park. Metamorphic ideas that – okay, you get the point.

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