🤖AI Strategy for Business Leaders
Cut through the AI hype with a practical framework for evaluating opportunities, selecting tools, and building a phased adoption roadmap — then walk into your next leadership meeting with a decision-ready strategy.
Phase 1Reading the AI Landscape
Map the AI landscape and spot the processes worth automating
AI isn't one thing — and that confusion is expensive
6 minAI isn't one thing — and that confusion is expensive
AI creates value in exactly three ways — pick one
6 minAI creates value in exactly three ways — pick one
Not every broken process deserves an AI fix
7 minNot every broken process deserves an AI fix
Every AI system needs a human on the hook
6 minEvery AI system needs a human on the hook
Phase 2Evaluating and Selecting AI Tools
Apply build-vs-buy logic and evaluate vendors with clear criteria
Build what differentiates you, buy everything else
7 minBuild what differentiates you, buy everything else
A vendor's demo is always better than their product
7 minA vendor's demo is always better than their product
ROI isn't what AI saves — it's what it makes possible
6 minROI isn't what AI saves — it's what it makes possible
Your AI is only as good as the data feeding it
6 minYour AI is only as good as the data feeding it
The team that built the AI rarely uses the AI
7 minThe team that built the AI rarely uses the AI
Phase 3Building Your Adoption Roadmap
Prioritize pilots, navigate the messy middle, and plan for scale
Your CTO wants an AI pilot running in 90 days
8 minYour CTO wants an AI pilot running in 90 days
Your board wants an AI update — and you have no results yet
7 minYour board wants an AI update — and you have no results yet
Your pilot worked — now what breaks at scale?
7 minYour pilot worked — now what breaks at scale?
Phase 4Your AI Strategy Presentation
Synthesize your roadmap into a presentation that earns a budget decision
Build your phased AI adoption roadmap
8 minBuild your phased AI adoption roadmap
Present your AI strategy to earn a decision, not applause
8 minPresent your AI strategy to earn a decision, not applause
Related paths
🧬Understand Multimodal Models
Crack open the three real fusion patterns — early, late, and joint — so when you face a multimodal task at work, the choice between vision, OCR, or both becomes mechanical instead of guesswork.
⚖️Build a Mental Model of the EU AI Act's Risk Tiers
Build the four-tier mental model of the EU AI Act — unacceptable, high, limited, minimal — through worked examples, then self-classify your own product and write a one-page tier assessment you could defend to outside counsel.
💡Run AI-Augmented Brainstorming Sessions
Stop letting ChatGPT collapse your brainstorms into faster bad decisions. This path teaches the Double Diamond — AI for divergence, you for convergence — so you walk out of every session with more options and a sharper pick.
📈Big O Intuition
Stop treating Big O as math you memorized for an interview — build the intuition to spot O(n²) disasters, pick the right data structure without thinking, and rewrite a slow function from O(n²) to O(n) in under five minutes.