O2V Framework

O2V Framework

Core Principles

O2V Framework 20260510

Opportunity-to-Venture Framework

Official Public Release 20260510

  1. O2V is not invented from scratch. It is a structured recomposition of proven practices for the AI era.
  2. An opportunity starts with a signal, but it must be proven through scenario, persona, pain, and evidence.
  3. Without a clear persona and strong pain, there is no real opportunity.
  4. MVP is not the smallest product. It is the smallest way to validate the most critical assumption.
  5. Leading indicators must be defined after the MVP, because they exist to judge whether the MVP is validating the value hypothesis.
  6. A Business Case is not a presentation. It is a structured argument for why an opportunity deserves resources.
  7. Short-term revenue proves demand, but long-term assets define the ceiling.
  8. Financing stories must be supported by validation data, not ambition alone.
  9. Compliance risk is not a minor deduction. It is a gate that determines whether an opportunity can move forward.
  10. O2V exists to reduce early-stage misjudgment before time, capital, and execution are committed.