From AI Idea to Business Value

Purpose

Help leaders reduce AI sprawl by making fewer, better commitments. This session is about deciding what not to build.

Session focus

• Framing AI bets that matter
• Translating ambition into constraints
• Measuring value under uncertainty

Working blocks

• Why most AI initiatives stall: Optionality overload and lack of commitment.
• Framing the smallest viable promise: What must be true for value to exist.
• Constraints as clarity: Cost, risk, timing, and ownership.
• Decide, deliver, or stop: Kill/continue decisions with integrity.

Teams leave with

• Fewer initiatives
• Clearer success criteria
• Better ROI conversations