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The physics of remediation are breaking.
For years, security teams assumed they could outrun attackers—reduce MTTR, patch faster, stay ahead. That model no longer holds.
In our latest Qualys Threat Research Unit report, The Broken Physics of Remediation, we analyzed 1B+ CISA KEV records across 10,000 organizations. The findings are clear:
✅ Critical vulnerability volume is up 6.5x, while exposure windows continue to grow
✅ Organizational attack surfaces have expanded faster than teams can absorb
✅ Time-to-Exploit is now negative—vulnerabilities are weaponized before patches exist
The problem is not speed; it is the operational model itself.
Any architecture that depends on human-speed response carries structural risk. The shift to autonomous defense through a Risk Operations Center is no longer optional.
Read the report: qualys.com/forms/whitepap…
#RiskOperationsCenter #CyberSecurity




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