Entrepreneurship & Innovation
Entrepreneurship & Innovation
- Problem validity: Is the problem real, painful, and worth solving—or merely interesting?
- Customer discovery rigor: Evidence that real users experience the problem as claimed.
- Value proposition clarity: Why the solution meaningfully improves the user’s situation.
- Hypothesis structure: Are assumptions explicit, testable, and prioritized by risk?
- Learning velocity: How quickly weak ideas are invalidated and strong signals amplified.
- Experiment design quality: Do experiments actually test the riskiest assumptions?
- Resource efficiency: Capital, time, and talent usage relative to learning gained.
- Scalability path: How the idea moves from experiment to repeatable system.
- Market timing: Readiness of customers, ecosystem, and technology.
- Team capability & resilience: Ability to execute, learn, and adapt under stress.
- Failure recognition & kill discipline: Willingness to stop or pivot when evidence turns negative.
- Transition to execution: When and how exploration gives way to optimization.
- Risk of premature optimization: Locking in before learning stabilizes.