Example Output 1 Input (Context) Decision Context: Pricing strategy update Option A Summary: Increase prices across all plans Option B Summary: Increase prices for new users only Option C Summary: Introduce higher-priced premium tier Decision Objective: Improve revenue without churn spike Output Recommended Option: B Priority Rationale: Option B limits exposure to existing users while still improving revenue per acquisition. It avoids immediate backlash and preserves current trust. Primary Risk Avoided: Sudden churn from legacy customers Execution Confidence Level: High Immediate Next Step: Update pricing logic for new signups only.