Qevlar AI
Qevlar AI is featured in the AI SOC Agents category of the Gartner Hype Cycle for Security Operations, 2026, for the second year running.
For the second time in a row, Qevlar AI has been featured in the AI SOC Agents category of the Gartner Hype Cycle for Security Operations, 2026, one of the most closely watched categories in security operations.
Gartner rates the category at “Embryonic maturity” with a “Moderate benefit” rating and current market penetration of 1% to 5% of the target audience. This is the formative stage of a market, and the vendors named now are the ones defining what credible looks like as it matures.
This year's Hype Cycle highlights a structural shift in how organizations handle exposure. Gartner describes threat exposure management moving beyond point-in-time discovery toward continuous, threat-led validation, and points to AI-enhanced vulnerability discovery as a force that has the potential to significantly reduce the time-to-exploit window for zero-day threats. The report notes this heightened risk profile is driving increased urgency across security operations centers and an accelerated commitment to proactive security.
Gartner makes the stakes concrete in an adjacent category, Autonomous Exposure Remediation, which it rates Transformational in benefit. The premise is: IT is now changing faster than cybersecurity, and point-in-time scanning cannot keep pace with continuous, AI-driven change. The pressure is reaching the boardroom, with Gartner reporting that 98% of board directors expect cyberthreats to grow over the next two years and 93% view cyber risk as a threat to shareholder value.
The practical problem is that most organizations run security operations and vulnerability management as separate functions, working from separate queues and separate data. When the window between a vulnerability becoming known and being exploited shrinks, that separation becomes the place where attackers operate.
This is the gap Qevlar is building toward closing. Qevlar is developing a vendor-neutral bridge between the SOC and vulnerability management, connecting investigation findings directly to vulnerability prioritization. The direction is clear: when Qevlar's Investigation Engine confirms active exploitation of a CVE in a customer environment, that signal should flow straight into vulnerability prioritization, so remediation effort goes to what is actually being exploited rather than a static severity list. In the other direction, when an alerted device carries high-risk unpatched vulnerabilities, that exposure context enriches the investigation and sharpens the risk assessment in real time.
“Gartner is pointing to a reality where the time to exploit keeps shrinking,” said Ahmed Achchak, CEO of Qevlar AI. “Most AI SOC tools optimize for speed. We are building for compounding defense. That only happens when you break down the silos between security teams, connect every signal across the security stack, and make the system learn from past cases. Bringing SOC and vulnerability data together is a key step in that direction.”
The report identifies the forces driving adoption of AI SOC agents: a universal shortage of resources for high-value security work, the difficulty of recruiting and retaining SOC talent, and the constant pressure to make concessions on which alerts get investigated. Gartner notes that AI SOC agents promise to investigate and close out any volume of raw alerts, allowing analysis of all collected data with fewer concessions based on resource constraints.
Rather than generating individual tickets, Qevlar's Investigation Engine correlates alerts into attacks, so teams respond to incidents rather than chasing isolated signals. It investigates autonomously at both the alert and incident levels, and captures analyst reasoning so the platform grows more accurate with every case. The result is broader investigation coverage without added headcount, and senior analysts freed for the work that needs human judgment.
Qevlar serves global enterprises and leading MSSPs, including Sodexo, MediaMarkt, GlobalConnect, Orange Cyberdefense, Atos, Deloitte, Sopra Steria, and others.
As the AI SOC category moves from embryonic toward maturity, Qevlar's place among the vendors Gartner points to reflects a platform built to investigate at the attack level today and to unite security operations and vulnerability management on a single live picture, putting it at the forefront of where the market is heading.
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