The Strategic Bet Matrix
Map your AI initiatives by Cost and Reversibility to see where you’re actually placing your bets
The very conditions that make experimentation safe — low stakes, easy exits, preserved options — are precisely what cap your upside. Real breakthroughs demand real commitment. Map your strategic initiatives to see if you’re betting big enough.
Cost →
High Reversibility
Low Reversibility
Safe Bets
Low cost, easy to reverse. AI pilots, chatbot add-ons, small feature experiments. Low risk, low reward — preserves optionality but caps upside.
Low Risk, Low Reward
Constrained Bets
Low cost but hard to undo. Open-sourcing a product, switching pricing models on a segment. Cheap to try, difficult to reverse once committed.
Low Cost, Hard to Undo
Flexible Commitments
High cost, high reversibility. Hiring AI teams, licensing AI tools, building prototypes. Significant investment but easy to walk away from.
Expensive, Reversible
Full Commitments
High cost, low reversibility. Rebuilding the stack around agents, shifting to outcome pricing company-wide. This is where exponential outcomes live.
Where Breakthroughs Happen
Reversibility → (harder to undo)
Plot Your AI Initiatives