The Fix Window Has Closed — Why 'Find It, Fix It Fast' Is the 2026 Default

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"Once a vulnerability goes public, how long do you have to fix it?" The answer has changed dramatically in the last few years: it used to be weeks, then days.
For internet-facing devices, there are now cases where the gap has all but disappeared. What follows walks through what the public data actually demands.
Appendix: the public data cited, and what PentaTrail covers
Table 1: the figures used above, and their sources
| Figure | What it measures | Source |
|---|---|---|
| Median 0 days | Days from CVE disclosure to KEV listing across 17 internet-facing device vulnerabilities | Verizon DBIR 2025 |
| 9 of 17 | Already listed on the day of disclosure or earlier | As above |
| 84% | Share of ransomware cases with an identified route that entered via externally exposed devices | National Police Agency, H1 2025 |
| 73% | Share of security leaders reporting an incident from an asset they hadn't known about | Trend Micro / CSO Online 2025 |
Table 2: what PentaTrail covers
| Capability | Detail |
|---|---|
| Daily scanning (PentaTrail CTEM) | Tracks changes to externally exposed assets, such as new assets and newly opened ports |
| Ordering by exploitability and asset importance | Not CVSS alone, but combined with KEV, EPSS and the asset's business impact |
| AI remediation guidance | Groups many findings by remediation approach and shows what to fix and how |
| Access from an AI agent | Your attack surface data can be queried directly |
If the attacking side is raising its speed through automation, the defending side has no option but to answer in the speed of its judgment and its execution. With the window gone, the answer is not periodic inspection but continuous sight and fast repair.
The scan cadence was checked against PentaTrail's scheduled-job configuration on 2026-08-17.
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