As AI accelerates the scale, sophistication, and speed of cyberattacks, the window between vulnerability discovery and exploitation is narrowing. Recent reports found that AI-enabled adversaries increased attacks by 89% year-over-year in 2025, while the average eCrime breakout time fell to just 29 minutes. Threat actors are moving faster than ever, weaponizing known vulnerabilities within hours or days of public disclosure. As a result, federal agencies like CISA continue to put pressure on federal organizations to remediate known and available exploits on expedited timelines (via Binding Operational Directive 22-01, and the like).
Yet despite significant investment in cybersecurity tools, threat detection, and monitoring capabilities, agencies struggle with the fundamental task of patching vulnerabilities quickly and consistently. In fact, the operational gap between identifying vulnerabilities and remediating them has become a persistent cybersecurity risk for federal agencies.
Time is of the essence
Attackers are increasingly exploiting known vulnerabilities rather than relying on sophisticated zero-day attacks; often succeeding because remediation efforts have moved too slowly to contain them (not because agencies failed to identify the threat in the first place). To this day, unpatched vulnerabilities remain one of the most reliable entry points into organizations, with vulnerability exploitation identified as one of the leading initial access vectors for breaches in 2025.
As AI amplifies the threat landscape, the risks grow more severe. Every delayed patch expands the attack surface, and every disclosed Common Vulnerability and Exposure (CVE) starts a race between defenders and attackers, creating consequences that include:
- Extended exposure windows
- Increased ransomware risk
- Compliance and operational disruption
- Greater pressure on already understaffed federal cyber teams
Delayed patching also compounds risk beyond the initial vulnerability. As vulnerabilities accumulate and patch cycles are deferred, agencies face more complex update processes, increased downtime risk, and growing reliance on temporary workarounds or outdated systems. In some cases, deferred remediation can force broader system overhauls that place additional strain on already limited IT resources. Over time, that accumulation of unresolved maintenance work creates technical debt, making future remediation slower, more disruptive, and more expensive.
For federal agencies, where the stakes are increasingly high, outdated and siloed patch processes quickly become more than an IT maintenance issue. But rather, issues of mission resilience.
AI is Reshaping the Threat Landscape
AI is accelerating both sides of the cybersecurity equation. This we already know. While defenders are employing AI tools to improve visibility, automate analysis, and prioritize remediation efforts more effectively, adversaries are using AI to identify vulnerabilities, accelerate reconnaissance, and streamline attacks at unprecedented speed.
Recent developments like the introduction of Anthropic’s Claude Mythos Preview have demonstrated how advanced AI models can quickly identify vulnerabilities at scale (even ones that have sat dormant in the wild for years). But another challenge this introduces is what happens after vendors release patches. Because once patches are published, they effectively become roadmaps for attackers targeting organizations that have yet to update their systems.
One thing has already become clear: Traditional approaches to vulnerability remediation aren’t fit to keep pace. Agencies cannot afford operational models where vulnerabilities are identified quickly, but remediation remains fragmented, delayed, or overly dependent on manual coordination between teams. Faster, more integrated remediation workflows are crucial as agencies work to meet increasingly stringent remediation timelines. The resilience of the federal government depends on marrying operational execution with safe and effective speed.
Patching Must Become a Core Operational Discipline
While vulnerability and patch management have historically operated as adjacent but disconnected functions, that model is no longer sustainable in today’s threat environment. Federal agencies need a more unified approach, where vulnerability identification, prioritization, and remediation function as a continuous closed-loop process rather than a series of disconnected tasks.
This starts with gaining real-time visibility into endpoints and software assets across the environment. Agencies need continuous awareness of what systems are vulnerable, which assets are exposed, and where remediation efforts stand at any given point in time.
That visibility must then be paired with the ability to operationalize remediation quickly, safely, and at scale. Automation plays a critical role in that transition by reducing operational burden on overstretched IT and security teams. Automated workflows can continuously identify affected systems, prioritize high-risk vulnerabilities, and streamline remediation efforts at scale. They can also help agencies improve remediation consistency, strengthen reporting and compliance readiness, and reduce the administrative burden associated with manual patch management processes.
But speed cannot come at the expense of stability. A poorly deployed patch can be just as disruptive to agency operations as a cyberattack itself. This makes it essential that federal IT leaders carry out risk-aware remediation that balances security urgency with operational continuity.
Cyber Defense Now Depends on Operational Agility
Federal agencies are operating in a threat environment where adversaries increasingly move at machine speed, which demands a fundamental shift in how agencies approach foundational security: starting with vulnerability management and remediation.
As we move forward, the organizations best positioned to reduce cyber risk will be the ones capable of moving from awareness to execution the fastest; reducing friction between security and IT, shortening remediation timelines, and eliminating known exposures before attackers can exploit them.
While operational agility and coordinated execution are concepts that have long been associated with military readiness, the same concepts now apply to federal agencies’ cybersecurity. Identifying vulnerabilities is only the starting point. In today’s threat landscape, the real measure of cyber resilience is how quickly agencies can eliminate exposure, coordinate remediation, and maintain operational agility before attackers are able to wreak havoc on our most sensitive and critical systems.
About the Author
Matt Hastings is the VP of Product Management at NinjaOne. Hastings has been working with organizations to build and implement security programs and products for over a decade. He started his career in incident response, serving as engagement manager and technical lead for investigations involving nation-state, IP theft, espionage, and financial crime. Later, he worked on designing and building security products and led the risk and security product portfolio for Tanium. Prior to NinjaOne, Hastings led the product management organization at Red Canary.
Matt can be reached online at our company website https://www.ninjaone.com/
