EvolveScore
All Articles
Good to Great· by Jim Collins

Why Good to Great Is Essential Reading for the AI Era

Discover how Jim Collins' timeless principles can help you build an unshakable business in the age of AI. Learn why discipline beats disruption.

March 15, 20263 min read
leadershipbusiness strategyAI adaptationJim Collins

Why Good to Great Is Essential Reading for the AI Era

The Problem: In the AI era, businesses chase shiny tools—automation, chatbots, predictive analytics—yet struggle with stagnant growth. Why? Because technology amplifies what’s already there. A dysfunctional team + AI = faster dysfunction. A disciplined team + AI = unstoppable momentum.

Jim Collins’ Good to Great isn’t about shortcuts. It’s about building foundations that outlast trends. Here’s how its principles apply now more than ever.

1. Hire Slow, Fire Fast—Build the Right Team

Picture this: You’re racing to adopt AI, so you hire a “prompt engineer” quickly. Six months later, they’re great at generating outputs but terrible at aligning with your goals. Now you’re stuck—training feels wasted, but keeping them slows progress.

The Fix:

  • Hire for character, not just skills. AI tools change; adaptability doesn’t.
  • Test collaboration early. Give candidates a real problem (e.g., “Improve our CRM using AI”). Watch how they think, not just what they deliver.
  • Cut fast if mismatched. Collins found great companies removed toxic players swiftly, even if they were high performers.

AI Twist: Use AI to simulate team dynamics (e.g., personality assessments via ChatGPT) but never replace human judgment.

2. The Hedgehog Concept: Focus Wins the AI Race

A struggling SaaS company tries to do it all—AI features, blockchain integration, VR support. Their team is exhausted, their messaging is confused, and their customers are leaving.

The Hedgehog Fix:

  1. What are you deeply passionate about? (e.g., “Simplifying workflows”)
  2. What can you be the best in the world at? (e.g., “Niche automation for law firms”)
  3. What drives your economic engine? (e.g., “Recurring revenue from integrations”)

AI Twist: Use AI to analyze market gaps, but let your Hedgehog guide where to dig deeper.

3. Confront Brutal Facts (Especially About AI)

Example: A marketing agency relies on AI for content, but their rankings drop. Instead of blaming algorithms, they audit:

  • Fact: Their AI content lacks unique insights.
  • Fact: Competitors blend AI with human storytelling.

How Great Companies Respond:

  • Create a “red flag” forum where teams share uncomfortable truths.
  • Use AI for data (e.g., “Our CTR is declining”), but humans for interpretation.

4. The Flywheel Effect: Small Wins > AI Hype

AI tempts us with “instant results.” But Collins shows greatness comes from consistent pushes:

  1. Hire one right engineer → They build one scalable tool → Customers stay longer → Revenue funds better hires.
  2. No single breakthrough—just relentless turns of the wheel.

AI Twist: Track flywheel momentum with AI dashboards, but judge progress in quarters, not days.

Why This Book Matters Now

Author Bio: Jim Collins studied 28 companies over 5 years to uncover why some leap from good to great while others plateau.

AI Era Relevance: When change is constant, discipline is your moat. AI rewards those who execute fundamentals flawlessly.

Ready to Build Your Foundation?

  1. Test your AI readiness: Take the EvolveScore Assessment
  2. Master disciplined habits: Download KeepMind for daily insights.

Great companies don’t chase AI—they use AI to chase their vision.