Avoiding experimentation due to risk aversion

Prototyping AI solutions based on ideation outputs

Balancing imaginative brainstorming with feasibility assessments

Relying solely on historical data for innovation decisions

Strategic foresight workshops to explore future scenarios

Focusing only on measurable KPIs during ideation

Treating creativity and execution as separate silos

Embedding feedback loops between ideation and implementation

Testing blockchain applications with real user data

Using rigid planning frameworks for all innovation projects