CIDEH OS — AI Venture Partner & Founder Decision Intelligence

The 12-Stage Venture Continuum: From Opportunity Discovery to Public Markets (IPO)

Dr. Louis Dantil, Ph.D. — Mon, 31 Aug 2026 00:00:00 +0000

In this foundational research framework published by Human Impact OS (HIOS) and CIDEH OS, Dr. Louis Dantil outlines the rigorous 12-stage continuum required to transform raw entrepreneurial intuition into an institutional, venture-backed enterprise.

Key pillars include: 1) Opportunity Identification, 2) Business Idea Formulation, 3) Empirical Validation, 4) Business Model Economics, 5) Comprehensive Business Planning, 6) Unit Financial Structuring, 7) Strategic Fundraising, 8) Lead Investor Allocation, 9) Multi-Jurisdictional Expansion, 10) Operational Growth, 11) Systemic Scaling, and 12) Public Liquidity / IPO Execution.

Unit Economics Auditing: Beyond CAC and LTV to Deterministic Cohort Margins

Dr. Louis Dantil, Ph.D. — Fri, 15 Aug 2026 00:00:00 +0000

How founders and venture partners evaluate true unit profitability, contribution margin health, and payback period dynamics before capital allocation.

AI Venture Partner Framework: Eliminating Subjective Biases in Pre-Seed and Seed Diligence

Dr. Louis Dantil, Ph.D. — Sat, 01 Aug 2026 00:00:00 +0000

A technical overview of the 9-module startup evaluation engine integrating Google Gemini neural reasoning with McKinsey strategic frameworks and institutional VC memo standards.