The AI Resilience Formula
We evaluate companies using a proprietary equation that balances tangible and intangible assets against their defensive posture in an AI world, rewarding proactive adaptation.
Offline Assets
OA_SOnline Assets
ONL_SDefensibility – Vulnerability
(DEF_F – VUL_F)AI Readiness
AIR_STotal Resilience Score
RTop 5 Resilient Leaders
These companies lead the pack, demonstrating a powerful combination of defensible assets and a forward-thinking AI strategy. Their high scores indicate strong potential for durable growth.
Asset Composition
Success isn’t just about digital prowess. Leaders blend irreplaceable physical infrastructure (Offline Assets) with powerful data and platforms (Online Assets).
Readiness vs. Defensibility
This chart plots AI Readiness against a company’s Net Defensibility. The best performers (top right) are both highly prepared and well-defended.
Sector Resilience Heatmap
Aggregated scores reveal which sectors are leading the AI transition. Industrials and Health Care show strong resilience due to their blend of physical assets and clear AI use cases.
The Anatomy of a Resilient Enterprise
The highest-scoring companies share four key traits that create a virtuous cycle of durable competitive advantage in the age of AI.
Defensible Core Asset
Possession of a unique, hard-to-replicate asset, whether physical, digital, or intellectual.
AI as an Enhancer
Using AI to amplify the value of the core asset, not as a standalone gimmick.
ROI-Driven Strategy
A clear, disciplined AI strategy focused on measurable business outcomes and productivity.
Proprietary Data Flywheel
A closed-loop system where operations generate unique data that improves AI, which in turn improves operations.
Complete S&P 493 Ranking
Explore the full dataset below. Use the search bar to find a company, and click on column headers to sort the data.
| Company | Resilience Score | P/E | Rev Growth | Net Inc | Offline Assets |
Online Assets |
Def Score |
Vuln Score |
AIR_S | Evaluation |
|---|