Elevator Pitch

• Using AI to cut staff saves money now but erodes institutional knowledge and judgement—the real advantages AI needs to create durable, compounding performance.

Key Takeaways

• Headcount cuts discard hard-to-rebuild institutional knowledge about customers, edge cases, and how the business actually works.
• AI doesn’t replace judgement; it amplifies it—winning firms use AI to help the same teams do more, not to remove them.
• The better question is where AI can remove low-skill friction so experienced people spend more time on strategy, relationships, and nuanced decisions.

Most Memorable Quotes

• “The asset they are cutting is the one they cannot rebuild”
• “AI does not replace judgement. It multiplies it.”
• “Rather than asking ‘where can AI replace people?’ the more useful question is: ‘where can AI give our people back the time they are losing to tasks that do not require their judgement?’”