#235 - From AI Chaos to Clarity: Building Situational Awareness with Wardley Mapping - Simon Wardley

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Oct 13, 2025

Join Simon Wardley, the mind behind Wardley Mapping, as he unpacks the chaos brought by AI disruption. He reveals why most business strategies rely on flawed narratives instead of effective maps, leaving leaders vulnerable. Simon emphasizes the critical distinctions between maps and graphs, shares insights into the pitfalls of vibe coding, and explains Jevons Paradox, highlighting how AI will expand, not eliminate, codebases. Discover the importance of situational awareness in decision-making and the need for robust critical thinking in the age of AI.

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INSIGHT

Three Pattern Types On A Map

Landscapes produce repeatable patterns: climactic forces that will happen, doctrines that help universally, and contextual gameplay choices.
Distinguishing these three lets leaders predict change and pick suitable tactics like open source or FUD.

INSIGHT

Two Kinds Of Disruption

Mapping reveals two kinds of disruption: product-to-substitution (unpredictable) and product-to-utility (predictable).
Without maps leaders conflate these and argue over predictability instead of seeing distinct dynamics.

ADVICE

Use Maps To Place AI

Map your landscape to decide where to apply AI: vibe coding for genesis, software+AI for middle, and outsource utilities.
Train staff to use AI, avoid firing engineers, and identify where human decision-making must remain.

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Can you navigate AI disruption without understanding your landscape? Discover how to gain true situational awareness.

The rise of AI has exposed a fundamental problem in how organizations make decisions. Most leaders operate using stories and graphs, not actual maps of their landscape. This leaves them vulnerable to disruption and unable to make informed choices about where to apply new technologies. The result is chaos, waste, and strategic mistakes that could have been avoided.

In this episode, Simon Wardley, creator of Wardley Mapping, explains how to build true situational awareness in your organization. He shares why most business “maps” aren’t really maps at all, how to understand the landscape before making decisions, and what leaders need to know about AI adoption beyond the current hype.

Key topics discussed:

Why leading with stories instead of maps creates fake CEOs
The critical difference between graphs and maps in business strategy
What Wardley mapping is and the three pattern types leaders must understand
How to identify where human decision-making adds value in your AI adoption
Why vibe coding is powerful but dangerous without proper code reviews
Why software development is still a craft, not engineering
How Jevons Paradox means AI won’t eliminate jobs but expand codebases
The hidden dangers of AI hallucinations and the need for critical thinking

Timestamps:

(00:00:00) Trailer & Intro
(00:02:59) Career Turning Points
(00:06:45) Importance of Understanding Landscape for Leaders
(00:10:42) The Problem of Leading with Stories
(00:12:49) Wardley Maps vs Other Types of Business Maps/Analysis
(00:17:32) Wardley Map Overview
(00:23:54) Why Mapping is Not a Common Industry Practice
(00:26:23) Climatic Patterns, Doctrines, and Gameplay
(00:30:51) Understanding Disruption by Using a Map
(00:33:17) Navigating the Recent AI Disruption
(00:39:37) A Leader’s Guide to Adopting AI
(00:42:49) Turning Coding From a Craft Into Engineering
(00:48:05) Simon’s AI & Vibe Coding Experiments
(00:55:28) The Importance of Critical Thinking for Software Engineers
(01:03:49) Navigating Career Anxiety Due to AI Fear
(01:08:56) Tech Lead Wisdom

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Simon Wardley’s Bio
Simon Wardley is a researcher, former CEO, and the creator of Wardley Mapping, a powerful method for visualizing and developing business strategy. His journey began accidentally after a bookseller recommended Sun Tzu’s The Art of War, which sparked a fascination with understanding the competitive “landscape.”

As the former CEO of an online photo service acquired by Canon, he felt like a “fake CEO,” leading with stories while lacking true situational awareness. This led him to discover that almost all business “maps” were merely graphs, prompting him to develop his own mapping technique. Today, his work is used by organizations like NASA and taught at multiple MBA programs, helping leaders to “look before they leap” and navigate complex technological and market shifts, including the current disruption caused by AI.

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