Report · 2026 State of Modern Application & AI Security Survey Data
New survey data from Miggo Security and the Cloud Security Alliance reveals why 80% of organizations suffered an application security incident from a vulnerability they already knew about, and what it takes to close the exposure window.
By the numbers
What 902 security professionals revealed
80%
suffered an incident from a known vulnerability last year
45%
of incidents involved vulns missed entirely by pre-prod controls
35%
of organizations report AI components deployed with active security concerns
83%
of WAFs are not configured to automatically block application-layer attacks
Threat Reality
Minutes
Time for AI-accelerated exploits to appear after vulnerability disclosure
Today's Average
1–7 Days
How long 74% of orgs take to remediate critical vulnerabilities in production
The Goal
< 1 Hour
Miggo cuts vulnerability backlog by over 95% and mitigates over 90% of exploitable risk in under an hour
Key Findings
The Patch Gap Problem
Known vulnerabilities & the patch gap are driving real-world incidents
Runtime Is the Breach Battlefield
Incidents slip past pre-production controls
AI in Production, Security in Post-Mortem
Why 82% of teams are reviewing what happened instead of preventing it in real time.
The Exploitability Bottleneck
The main Bottleneck for protection is proof of exploitability
Trusted Mitigation Gap
The will to block exists but trusted mitigation is missing
Where Security Investment Is Heading
Investment intent Is turning toward runtime security
Who Should Read This
What you'll walk away withsecurity professionals revealed
Use the data to benchmark your program, justify runtime investment, and make the case internally for change.
902
respondents
January
2026
