W. Travis Hanes III holds a doctorate in British Imperial History from the University of Texas at Austin. His scholarly work spans two centuries of civilizational stress — from the Opium Wars to the twilight of the British Empire in Africa — with a specific focus on how institutional systems accumulate pressure, suppress adaptive response, and eventually release in ways that reshape the global order.

His published books include The Opium Wars: The Addiction of One Empire and the Corruption of Another and Imperial Diplomacy in the Era of Decolonization — studies of the exact mechanisms the Entropy Index is designed to detect and measure. The framework did not emerge from political science or finance. It emerged from decades of studying how empires fail.

The core insight of the Index — that systemic collapse follows measurable entropy patterns long before it registers in conventional data — is Travis's. He developed the thermodynamic model of human insecurity over years of research into how fear propagates through complex systems, identifying six domains through which pressure accumulates, amplifies, and either adapts or ruptures.

The Entropy Index is the quantified, AI-deployed version of that research. What Travis spent a career documenting historically, the platform now measures in real time.

Taylor Good is the founder of JUMBOJET, a technology company building vertical AI where people live and work. He operates as a nomadic sole builder across product, brand, and distribution, at a pace that compresses months of traditional development into hours.

Prior to JUMBOJET, Taylor co-founded Silo Labs, a VC-backed venture featured in TechCrunch, and led national creative campaigns for Hyundai, Kia, and Genesis Finance. He has spent his career at the intersection of how systems communicate and how audiences perceive them — which makes the Perceived Insecurity domain personal, not theoretical.

The Entropy Index platform — the scoring engine, the briefing system, the entity architecture, the case study framework, the institutional gate, the full client experience — was built during a retreat to Palm Springs. Not as a prototype, but as the product.