Research Abstract 1.0

Directionally aligned.
Operationally incomplete.

We know what goes wrong in early-stage ventures. We lack a rigorous, repeatable system for fixing it under real-world constraints.

01

Conceptual Agreement, No System

Validation, Go-to-Market, and Product are treated as silos. We lack a unified Operating System that treats them as a single continuous experiment.

Integration gap identified
02

Institutional vs. Individual

Literature focuses on the "hero founder". It fails to address how validation scales when run by dedicated teams across multiple concurrent ventures.

Scale Individual
Impact Institutional
04

Pre-Scale Defensibility

In a commoditized software world, we must validate structural defensibility on day one, not defer it.

03

Evidence-Gated Capital

Validation is often advisory, not binding. We need strict protocols where funding is tied to evidence thresholds.

05 — VELOCITY

AI Changes Feasibility, Not Frameworks

Current frameworks were built for a world where building was expensive. AI makes building trivial. The new scarcity is attention and trust.