Eliminate the Cyber Risk of Unknown Assets

The Broken Physics of Remediation

The future of risk management is autonomous

The Broken Physics of Remediation

Eliminate the Cyber Risk of Unknown Assets. The future of risk management is autonomous

The Broken Physics of Remediation

The future of risk management is autonomous

Extended analysis from the Qualys-Verizon DBIR 2026 research partnership. 

Vulnerability volume has increased 6.5x in the last three years, while exploitation timelines have collapsed -often occurring before disclosure. The gap between threat speed and remediation continues to widen, making traditional models ineffective.

This report examines why approaches built on MTTR and prioritization are no longer sufficient, and introduces more accurate ways to measure and manage risk, including Average Window of Exposure (AWE) and Risk Mass.


THE REPORT HIGHLIGHTS:


  • The Human Ceiling: Vulnerability volume grew 6.5x. Remediation rates got worse. The operational model, not the effort, is the constrain.

  • The Physics Gap: In our study of 52 weaponized vulnerabilities, manual remediation was outpaced 88% of the time.

  • The Race Against Exploitation: Time-to-Exploit has collapsed to -1 day.

  • Exploitation Rarity vs. Risk: Less than 1% of vulnerabilities are actively exploited. As risk accelerates, the shift is clear: automated, intelligence-driven, and operationalized remediation.

Download the report to understand how to move from reactive remediation to autonomous, risk-aligned operations. 

The Physics of Remediation are Breaking

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Autonomous Validation Orchestration

Refinement, not revolution

The 2026 Verizon Data Breach Investigations Report (DBIR) reveals that vulnerability exploitation has emerged as the leading initial access vector for breaches. While organizations are patching faster than ever, the sheer volume of vulnerabilities—growing at an unprecedented rate—is overwhelming their capacity to keep up. This "remediation treadmill" highlights the critical need for disciplined patch management and a focus on cybersecurity fundamentals.

These findings align closely with the challenges explored in "The Broken Physics of Remediation." As the threat landscape evolves, the importance of maintaining a strong foundation becomes clear. Dive into the insights from both reports to understand how organizations can refine their strategies to stay ahead of the curve.

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The Broken Physics of Remediation: Autonomous Risk Management 2026