Thermodynamic Risk Intelligence.
Thermodynamic scoring for any system — nations, corridors, institutions, and workforces. First institutional deployments focus on macro allocators; the same engine powers every application below. Validated against 2008. Live monthly across 14 data pipelines.
Global Financial System
Our Net Entropy Index (NII) entered Crisis in Jan 2003 — 68 months before Lehman collapsed (Sep 2008).
Domain stress · 2003-01
Index NII
1.91
Crisis
Live track record
Markets price perception. The Index measures structure. Updated June 2026.
Global Financial System
NII 1.84
Crisis
June 2026
Conventional · VIX
16.1
Same period. Priced in real time — not regime structure.
Conventional · HY spread
2.72%
Same period. Priced in real time — not regime structure.
By the time risk appears in your current tools, it has already priced in.
What you have
Analyst Reports
Subjective. Not reproducible. Written after the conditions that created the risk were already visible to markets. Priced in before it reaches your desk.
What you have
Country Risk Ratings
Backward-looking by design. Ratings agencies downgrade after deterioration is visible. The signal arrives when the opportunity to act on it is gone.
What you have
Quantitative Models
Capture financial variables through statistical correlation. No underlying physics of systemic failure. Blind to identity fragmentation, perceived insecurity, and the courage deficit that determines whether a system transforms or collapses. Miss the human system beneath the data.
What you receive
Subscriptions are annual and relationship-driven. Institutional engagements start at $50,000 annually.
View sample IC briefLive dashboard
NII readings, six-domain breakdown, phase classification, and momentum — updated on calculation date.
Weekly signal reports
Regime classification, domain deterioration, and cross-entity stress — investment committee scannable.
Alert bulletins
Notifications when NII crosses phase boundaries or domain stress accelerates on watchlist entities.
Monthly flagship report
Full thermodynamic profile, narrative analysis, and evidence trace — board-ready PDF on calculation date.
Custom watchlist
Nation-states, sectors, or counterparties scoped to your mandate — scored on the same framework.
Quarterly Travis briefing
Direct framework walkthrough with Dr. Hanes — anchor briefings for investment committee prep.
Analyst Q&A
Grounded chat on current readings, domain drivers, and historical regime signatures (e.g. 2006–2008).
Programmatic access
REST API for entities, score history, and domain scores — enterprise partners and embedded routing systems.
Institutional briefing
See a live scoring on an entity from your mandate.
Applications
Sees phase transition before it prices in.
Macro & allocators· primary wedge
Global NII, nation-states, weekly signals, and IC-ready briefs — structural stress before credit and FX reprice.
Learn more →Transit corridors
Pipeline-scored chokepoints for routing and logistics — compare corridor NII and cascade status (live demo).
Learn more →Operating environments
Portfolios, sectors, and counterparties on six domains — PE and investment office watchlists.
Learn more →Internal diagnostics
Score your organization or workforce — same framework for external regimes and internal cohesion.
Sign in →Embedded scores
REST API for entities, score runs, and domain breakdowns — enterprise licensing.
API docs →Lead Time
01
Six domains scored simultaneously. Body, Mind, Identity, Perceived Insecurity, Adaptation, and Courage — the complete thermodynamic profile of any system.
02
The gap between Perceived and Structural Insecurity is where the intelligence lives. Markets price perception. The Index measures structure. That gap is your lead time.
03
When NII crosses a phase boundary, the conditions for regime transition are already present. The market event follows. The Index sees the boundary. Not the event.
Illustrative Phase Trajectory
T − 18 months
NII 0.3
Stable
T − 12 months
NII 0.9
Plateau
T − 9 months
NII 1.6
Pre-Crisis
T − 6 months
NII 2.4
Crisis
T − 3 months
NII 3.1
Collapse
Market event
T = 0
Reconstructed from the definitive Jan 2003–Dec 2009 validation backtest — 84 monthly periods, Live indicator pipeline — 14 active sources, 6 domains, stress_continuous scoring, deterministic NII.
Case Studies
The Index has been applied to civilizations spanning four millennia. Each case study is a full analysis with domain scoring, phase classification, and AI-generated narrative.
First Principles
Every system that has ever collapsed followed the same pattern — the same physics. Insecurity compounds. Capacity erodes. The gap between them widens until the system cannot recover. The Index measures that gap mathematically, in real time, before markets price it.
01
The framework applies to any bounded human system. A nation-state and a corporation fail by the same physics. Scale changes the inputs. The formula does not change.
02
Economic time-series, capital flows, text corpora, sentiment, climate proxies — fused into a unified domain score per period. No analyst discretion in the input layer. No narrative contamination.
03
Six domains. One formula. NII computed deterministically. The model cannot move the output. Every score is sourced, tiered, and traceable to primary evidence. What you receive is math, not a memo.
Domains
Six thermodynamic domains — the same first-principles dimensions whether you are scoring a nation, a market, or a corporation. Each answers a precise question. Together they produce the complete picture of where a system stands — and where it is going.
B
Domain 1
Body
Can the system physically function?
Energy, logistics, infrastructure, supply chains, labor, resources.
The Origin
In 1990, a historian studying the collapse of the British Empire identified a thermodynamic pattern: every failing system — civilizations, corporations, armies, institutions — fails by the same physics. Insecurity rises faster than the system can adapt.
W. Travis Hanes III, Ph.D. spent the next 35 years proving it. His doctorate from the University of Texas at Austin, his published scholarship on imperial diplomacy, and his research into how dominant powers make catastrophic decisions under systemic stress all pointed to the same six questions.
No other risk intelligence platform, actively deployed, was built on first-principles thermodynamics. Most were built around data availability and statistical correlation. The difference is what you see 68 months before Lehman — and what you miss.
The Entropy Index team deploys proprietary capital against NII signals — the same signals available to institutional clients. We have no interest in selling intelligence we don't believe in enough to trade ourselves.
1990
THE OBSERVATION THAT STARTED IT
A historian studying imperial collapse identified the thermodynamic principle governing every human system - before a single line of code existed.
6
DOMAINS. ONE FRAMEWORK. ANY SCALE.
Body, Mind, Identity, Perceived Insecurity, Adaptation, Courage. From ancient civilizations to modern corporations - the same six questions determine whether any system survives.
ZERO
SUBJECTIVITY IN THE FORMULA
AI scores the domains. The engine computes everything else. The formula is deterministic, locked, and traceable to primary evidence. No analyst opinion in the output.
35+
YEARS BEFORE THIS BECAME POSSIBLE
The framework was complete long before the technology existed to run it. That gap is now closed.
Index Logic
The formulas derive from thermodynamic first principles — stress, capacity, and the entropy gap between them. AI scores the domains. The engine computes everything else. The formula cannot be influenced by the model.
Core formulas
Identity: structural + perceived insecurity weighted
Phase thresholds
NII < −0.5
Transformation
Capacity exceeds stress. The system has room to reform without immediate destabilization.
Methodology
First-principles thermodynamics — stress versus capacity. Systemic stress measured by IS, response measured by RC, and NII as the delta between them. NII is always read as the gap between systemic stress and the capacity to respond to it.
Domains
6
Body, Mind, Identity, Perceived, Adaptation, Courage
Scale
Any
Civilization to individual — same framework
Formula
Locked
Deterministic math. AI scores domains only.
Evidence
Traced
Every score linked to source tier via SVET
Output
NII
Net Entropy Index — stress vs. capacity gap + phase + narrative
Nations, corridors, sectors, and institutions — scored on six domains with evidence trace. Briefing, portal, or API.