Systems Thinking
In Practice
Deep dives into AI strategy, governance, and implementation. Each post explores the interconnected systems shaping how organizations adopt and scale AI.
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Adoption & Tooling1 post
Governance & Implementation11 posts
The AI Budget: Democratizing Innovation Through Trust
Giving employees a "startup mentality" budget for experimentation
AI Governance Without Theater: How to Ship Code at Night and Write Policy by Day
Why real governance comes from engineers who've hit the walls, not consultants with frameworks
Compensation in the AI Era: Rewarding Innovation at Every Level
Intelligence as the great equalizer that transcends organizational hierarchy
Distributed AI Leadership: Why Top-Down Strategies Fail and How to Scale Decision-Making
The Chief AI Officer paradox, and why intelligence transcends organizational hierarchy
Human-AI Collaboration Design: Redesigning Roles for 20% Workforce Overcapacity
When AI productivity creates surplus capacity, the question isn't who to cut, it's how to compete at a new level
Pilot Purgatory: Why 90% of AI Projects Never Scale (And the 3 Systems That Break the Cycle)
The hidden traps keeping transformation projects stuck in proof-of-concept
The Prompt Engineering Skills Gap: Building Agentic Workflow Design Capabilities In-House
Why hiring "prompt engineers" won't work, and what to do instead
From Resistance to Adoption: The Self-Determination Theory Playbook for AI Change Management
Why mandates create shadow IT but autonomy creates advocates, with the psychology to prove it
Reskilling at Scale: How to Prepare 40% of Your Workforce for AI Without Burning $50M on Training Theater
Why embedded learning beats classroom training by 3x and costs 70% less
Sandboxing: Safe Early Access to AI Tools
Building the containers where innovation happens securely
Shadow AI to Organizational Intelligence: How to Turn Your Biggest Risk Into Your Competitive Advantage
Why banning unauthorized AI tools is the fastest way to fall behind
Knowledge & Operations4 posts
The Data Storage Reality: Adapt or Become Uncompetitive
The balancing act between AI-generated artifacts and intelligent content management
The Duplicated Solution Problem: Centralizing Decentralized Innovation
Why organizations solve the same problem three times without knowing it
The Knowledge Tax: Why Fortune 500s Waste $21.6M Per 1,000 Employees (And How AI Makes It Worse Before Better)
AI agents without knowledge infrastructure don't solve duplication, they accelerate it
Metadata Matters: The Overlooked Foundation of Knowledge Systems
Uncovering the knowledge gems scattered across your organization
Strategy & Architecture1 post
Strategy & Implementation1 post
Strategy & Market Analysis4 posts
Beyond ROI: Why 49% Can't Measure AI Value (And What Metric to Use Instead)
Traditional ROI fails for transformative technology, here's the framework that works
The $1.5 Million Question: A Practitioner's Framework for Build vs Buy in the Agentic AI Era
When custom AI agents justify the cost, and when they're just expensive theater
Understanding Copilot: Microsoft's Play and What It Means
Educating decision-makers on the strategy behind Microsoft's AI push
Bridging the Finance-Tech Divide: Why CFOs (56%) and CIOs (70%) Can't Agree on AI, And What It Costs You
The silent standoff stalling AI innovation and burning millions in opportunity cost
Systems & Architecture9 posts
Agentic AI Interoperability: Why 87% Say Integration Is Crucial But Nobody's Solving It
The missing layer between AI agents and legacy systems, and why MCPs aren't enough
Architecting Data for Agentic AI in Private Wealth Management
Why the Medallion architecture is the foundation for autonomous AI workflows in financial services
The Cognitive Enterprise: A Strategic Roadmap for AI Readiness in the Microsoft Ecosystem
Moving from "Siloed Knowledge" to "Agentic Intelligence" without the costly migration project
The Data Portability Gambit: How the EU Data Act Rewrites SaaS Vendor Strategy (And What It Means for Your Tech Stack)
The vendors that enable data freedom will thrive; the ones building walls face challenges
Model Context Protocols: The Connectors That Enable Everything
Past, Present, Future of the infrastructure enabling AI interoperability
Multi-Cloud AI Strategy 2025: The Optionality You're Paying For vs The Complexity You're Getting
When strategic hedging makes sense, and when it's just expensive insurance you'll never use
The SAAS Reckoning: Evolution in the AI Era
How vendors can adapt, or why they'll become obsolete
Siloed Information: How SAAS Companies Protect Their Moat
The structural friction that limits data flow, and the path forward for organizations
From Local Optima to Synthetic Cognitive Capitalism: How AI Is Quietly Rewriting Economic Power
The transformer plateau, the rise of world models, and the new economics of intelligence
All Posts
Browse the complete collection
Adoption & Tooling
1 postGovernance & Implementation
11 postsThe AI Budget: Democratizing Innovation Through Trust
Giving employees a "startup mentality" budget for experimentation
AI Governance Without Theater: How to Ship Code at Night and Write Policy by Day
Why real governance comes from engineers who've hit the walls, not consultants with frameworks
Compensation in the AI Era: Rewarding Innovation at Every Level
Intelligence as the great equalizer that transcends organizational hierarchy
Distributed AI Leadership: Why Top-Down Strategies Fail and How to Scale Decision-Making
The Chief AI Officer paradox, and why intelligence transcends organizational hierarchy
Human-AI Collaboration Design: Redesigning Roles for 20% Workforce Overcapacity
When AI productivity creates surplus capacity, the question isn't who to cut, it's how to compete at a new level
Pilot Purgatory: Why 90% of AI Projects Never Scale (And the 3 Systems That Break the Cycle)
The hidden traps keeping transformation projects stuck in proof-of-concept
The Prompt Engineering Skills Gap: Building Agentic Workflow Design Capabilities In-House
Why hiring "prompt engineers" won't work, and what to do instead
From Resistance to Adoption: The Self-Determination Theory Playbook for AI Change Management
Why mandates create shadow IT but autonomy creates advocates, with the psychology to prove it
Reskilling at Scale: How to Prepare 40% of Your Workforce for AI Without Burning $50M on Training Theater
Why embedded learning beats classroom training by 3x and costs 70% less
Sandboxing: Safe Early Access to AI Tools
Building the containers where innovation happens securely
Shadow AI to Organizational Intelligence: How to Turn Your Biggest Risk Into Your Competitive Advantage
Why banning unauthorized AI tools is the fastest way to fall behind
Knowledge & Operations
4 postsThe Data Storage Reality: Adapt or Become Uncompetitive
The balancing act between AI-generated artifacts and intelligent content management
The Duplicated Solution Problem: Centralizing Decentralized Innovation
Why organizations solve the same problem three times without knowing it
The Knowledge Tax: Why Fortune 500s Waste $21.6M Per 1,000 Employees (And How AI Makes It Worse Before Better)
AI agents without knowledge infrastructure don't solve duplication, they accelerate it
Metadata Matters: The Overlooked Foundation of Knowledge Systems
Uncovering the knowledge gems scattered across your organization
Strategy & Architecture
1 postStrategy & Implementation
1 postStrategy & Market Analysis
4 postsBeyond ROI: Why 49% Can't Measure AI Value (And What Metric to Use Instead)
Traditional ROI fails for transformative technology, here's the framework that works
The $1.5 Million Question: A Practitioner's Framework for Build vs Buy in the Agentic AI Era
When custom AI agents justify the cost, and when they're just expensive theater
Understanding Copilot: Microsoft's Play and What It Means
Educating decision-makers on the strategy behind Microsoft's AI push
Bridging the Finance-Tech Divide: Why CFOs (56%) and CIOs (70%) Can't Agree on AI, And What It Costs You
The silent standoff stalling AI innovation and burning millions in opportunity cost
Systems & Architecture
9 postsAgentic AI Interoperability: Why 87% Say Integration Is Crucial But Nobody's Solving It
The missing layer between AI agents and legacy systems, and why MCPs aren't enough
Architecting Data for Agentic AI in Private Wealth Management
Why the Medallion architecture is the foundation for autonomous AI workflows in financial services
The Cognitive Enterprise: A Strategic Roadmap for AI Readiness in the Microsoft Ecosystem
Moving from "Siloed Knowledge" to "Agentic Intelligence" without the costly migration project
The Data Portability Gambit: How the EU Data Act Rewrites SaaS Vendor Strategy (And What It Means for Your Tech Stack)
The vendors that enable data freedom will thrive; the ones building walls face challenges
Model Context Protocols: The Connectors That Enable Everything
Past, Present, Future of the infrastructure enabling AI interoperability
Multi-Cloud AI Strategy 2025: The Optionality You're Paying For vs The Complexity You're Getting
When strategic hedging makes sense, and when it's just expensive insurance you'll never use
The SAAS Reckoning: Evolution in the AI Era
How vendors can adapt, or why they'll become obsolete
Siloed Information: How SAAS Companies Protect Their Moat
The structural friction that limits data flow, and the path forward for organizations
From Local Optima to Synthetic Cognitive Capitalism: How AI Is Quietly Rewriting Economic Power
The transformer plateau, the rise of world models, and the new economics of intelligence