Security teams have never had more visibility into their vulnerabilities. Acting on that visibility is where the pressure builds.
Edgescan’s 2026 Vulnerability Statistics Report puts the average time to remediate high and critical severity findings at 54.8 days. For PCI failures across the full stack, it stretches to 134.3 days. Every one of those days is a window of exposure while a permanent fix is planned, tested, and deployed.
What changed after Mythos
The recent Mythos benchmark highlighted just how quickly AI capabilities are advancing. The conversation has now shifted from whether AI belongs in security to where it delivers genuine operational value.
The post Mythos era is the next stage of AI adoption in security. The question is no longer whether AI belongs in the security workflow. It’s where AI adds value without removing the human judgment that makes a finding worth acting on.
Why validated findings remain the foundation
AI is only as useful as the intelligence it works from. AI doesn’t solve poor data quality, feed it noise, and it produces confident noise faster. This is why validation matters.
Edgescan validates every vulnerability before it reaches your queue, so the findings your teams act on are real, not false positives waiting to waste an afternoon. Strong fundamentals sit underneath everything AI adds on top.
Where WAF patches fit alongside remediation
Virtual patching is one of those protective actions. A Web Application Firewall rule can shield a vulnerability while the underlying issue is fixed properly.
It buys time. It reduces exposure. It is a complement to remediation, not a substitute for it. The vulnerability still needs a permanent fix.
How Edgescan continues to evolve
This is the thinking behind WAF 2.0, the next enhancement coming to Edgescan’s validated vulnerability workflow. It generates vendor specific WAF rules directly from validated findings, so security teams can move from confirmed exposure to protective action in fewer steps, with experts in control of review and deployment.
We’ll show you exactly how it works in the coming weeks.
Book a demo for early access before it goes live.
