Aon launches “Resilience Quotient” to navigate compounding risk

Aon  has launched a new data-driven framework, the Resilience Quotient, designed to help organizations shift from reactive risk management to resilience-driven growth in an increasingly volatile environment.

Developed in collaboration with Gallup, the tool combines Aon’s proprietary Risk Capital and Human Capital analytics with long-running public sentiment data from Gallup’s World Poll, covering more than 140 countries. The result is a portfolio-level view of risk that looks beyond traditional metrics to account for how public confidence and sentiment can either intensify or reduce exposure.

The Resilience Quotient maps how risk compounds across four major megatrends—trade, technology, weather, and workforce—and pinpoints where targeted actions can most effectively strengthen performance. By layering sentiment data on top of conventional risk models, the framework is built to surface early warning signals and uncover opportunities that siloed approaches often overlook.

Three case studies were released to demonstrate the framework in practice:

• AI and data centers: With nearly $1.3 trillion in global data center investment projected by 2030, resilience varies significantly by location. Within the U.S., Iowa emerged as a leading destination, combining low overall risk with strong trade and weather resilience.

• Workforce transformation: Successful AI adoption is closely tied to employee engagement, institutional trust, and organizational readiness, positioning resilience as a differentiator during workforce change.

• Forced migration and humanitarian finance: Using Venezuela and Colombia as examples, the analysis outlines tradeoffs between investing in countries experiencing institutional breakdown versus supporting more stable countries absorbing displaced populations.

The findings point toward a shift in resilience planning away from static, one-size-fits-all models and toward localized, adaptive strategies shaped by geography and sector. The Resilience Quotient is supported by a real-time, AI-enabled analytics platform built by Quantum Rise, enabling continuous monitoring as risk and resilience conditions evolve.

“When making decisions around investment, workforce or managing geopolitical risk, a portfolio view is far superior to a siloed perspective. Understanding sentiment can be an opportunity signal or an early warning. Leaders who are limited to only some of the relevant metrics risk missing the signals that matter most. Aon’s Resilience Quotient delivers an integrated view to help organizations act decisively, strengthen resilience and unlock sustainable growth.” – Greg Case, president and CEO of Aon.