( Insights ) — Blog
Blog & insights.
Practical writing on SAFe implementation, AI-Native operating models, innovation culture, and the lessons from 21 years inside Fortune 500 transformations.
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Prompt Repetition: Why Copying Your Prompt Twice Can Improve AI Output
Prompt engineering has emerged as a practical craft alongside the rise of generative AI systems. People are discovering that how you phrase a prompt affects not just the content but the clarity, accuracy, and relevance of the output. One pattern that has gained traction is something informally known as Prompt Repetition — the practice of…
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Parkinson’s Law and the AI Launch Problem
There is a classic management principle called Parkinson’s Law, coined by historian C. Northcote Parkinson in 1955: “Work expands so as to fill the time available for its completion.” In simple terms:Give a project six months, it will take six months.Give it two weeks, it might actually ship in two weeks. We’re seeing this play…
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Don’t Explain the Depth of the Ocean to a Fish in a Bowl
There’s a simple leadership metaphor that captures a difficult reality of change: Don’t try to explain the depth of the ocean to a fish living in a bowl. The problem isn’t intelligence.The problem is context. People interpret reality based on the environment they operate in every day. What they see repeatedly becomes what they believe…
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AI’s Growth Has Been Bottom-Up, Not Top-Down
AI’s breakout hasn’t followed the usual “institution buys → employees use” enterprise pattern. The strongest evidence suggests it has been consumer-, user-, and employee-led first, with institutions and employers largely catching up. That matters, because it changes the leadership mandate: the question is no longer “Should we adopt AI?”—it’s “How do we channel adoption that’s…
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Executive Coaching
Executive coaching now has a deeper mandate: Help leaders let go of the illusion of perfection. In Japanese philosophy, Wabi-Sabi is the appreciation of beauty that is imperfect, temporary, and incomplete.It celebrates the crack in the ceramic bowl, the asymmetry of a tree branch, the weathered texture of wood. Leadership is far closer to the…
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The Trillion-Dollar AI Machine
This is not financial advice. In just a few months, OpenAI has quietly signed over $1.15 trillion worth of chip, cloud, and data-center commitments. Nvidia. AMD. Broadcom. Microsoft. Oracle. Amazon. CoreWeave.Nearly every major compute and infrastructure provider is now tied into the same system. What makes this extraordinary is not just the scale — it’s…
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The Last Thing IBM Needed Was a Vision
What IBM’s Turnaround Teaches Us About AI Business Value** On July 26, 1993, Jurassic Park was filling theaters, headlines warned that government deficits would destroy the U.S. economy, and one of the most iconic technology companies in the world was collapsing. IBM was losing $8 billion a year — roughly $19 billion in today’s dollars.…
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The Lesson for Executive Coaching in the AI Era
We are entering a time when organizations are adopting AI not as a tool, but as an operating partner. The biggest leadership failures will not come from AI technology — but from leaders who try to apply yesterday’s thinking to today’s complexity. The F1 story offers three powerful lessons for executive coaching today: 1. Cross-disciplinary…
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When a Doctor Brought in a Pit Crew: What Executive Coaching Must Learn in the Age of AI
In the late 1990s, Great Ormond Street Hospital in London faced a heartbreaking pattern:children who survived complex cardiac surgery were dying during the handoff from operating room to intensive care. Not because of surgical errors.Not because of equipment.But because the transition process was fragmented, inconsistent, and poorly coordinated. For nearly a decade the hospital analyzed…
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Visualize McKinsey & Company’s “The State of AI: How organizations are rewiring to capture value
Visual Set Delivered 1. Impact on EBIT: Workflow Redesign vs Bolt-On AI Shows that rewiring processes creates far more value than simply adding AI to existing workflows. 2. Workforce Transition & Risk Exposure Captures the workforce impact of AI: 3. AI Maturity: Large vs Small Organizations Compares adoption maturity: 🔑 Insight: Bigger organizations are winning…
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State of AI 2025 – Key Statistics
State of AI 2025 – Key Statistics The chart shows five core numbers that represent the current maturity of AI: Metric from McKinsey (2025) Percentage Generative AI is used regularly in a function 78% Generative AI used regularly in a function 71% Organizations that track GenAI KPIs <20% (used 19% for visualization) Orgs where ≥5%…
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Summary of McKinsey & Company’s “The State of AI:
How organizations are rewiring to capture value” (March 2025) — with key findings, implications for leaders (especially for your work in enterprise transformation and innovation), and coaching-led reflections. Key Findings Implications for Leaders & Transformation Practitioners (for your context at Agile Agilist) Coaching Reflection Final Thought The report confirms what you already emphasise in your…
