The Prediction Model
```text "Build predictive models for our business:
1. CUSTOMER BEHAVIOR - Churn prediction factors - Lifetime value modeling - Upgrade probability - Referral likelihood
2. MARKET DYNAMICS - Demand forecasting - Price elasticity modeling - Seasonal adjustments - Trend extrapolation
3. OPERATIONAL EFFICIENCY - Capacity planning - Resource optimization - Bottleneck identification - Efficiency improvements
4. FINANCIAL FORECASTING - Revenue prediction - Cost evolution - Cash flow modeling - Investment returns
Include confidence intervals and assumption sensitivities." ```text
The Innovation Scanner
```text "Scan for innovation opportunities in [industry]:
1. TECHNOLOGY CONVERGENCE - Emerging tech combinations - Cross-industry applications - Timeline to mainstream - First-mover opportunities
2. BUSINESS MODEL INNOVATION - Subscription possibilities - Platform opportunities - Ecosystem plays - Revenue model innovations
3. CUSTOMER EXPERIENCE - Unmet experience needs - Journey optimization - Personalization opportunities - Engagement innovations
4. OPERATIONAL INNOVATION - Process disruptions - Efficiency leaps - Cost structure innovations - Supply chain evolution
Prioritize by: Impact potential, feasibility, competitive advantage" ```text