Why AI SOC Agents Fail and Why Crogl is Free
Monzy Merza
Co-Founder and CEO, Crogl
No one needs another AI SOC agent. Crogl, Free AI for Enterprise Security.
The industry is currently flooded with "AI SOC agents" that are largely overhyped and fail to function in real-world operational environments. Most of these tools are designed for demos. They don't work in complex environments. To make matters worse, vendors have weaponized the procurement process, forcing teams through weeks of sales calls just to see if a tool works. We are ending that today.
The Failure of Overhyped AI SOC Agents
Marketing teams promise "autonomous agents" that will replace tier-1 analysts. In practice, these agents break the moment they hit fragmented data lakes, non-normalized schemas or product security requirements. Our research shows that while the average SOC processes 4,330 alerts per day, overhyped AI tools often add more noise than they clear, leaving 63% of alerts unaddressed because they lack the operational depth required for true enterprise security.
The gap isn't headcount; current AI security tools aren't built for the practitioner. They are built for demos. Real investigation capacity requires a tool that understands multi-source analysis — AD, SIEM, and endpoint — regardless of schema or use case.
Most organizations have SOAR'd past the easy alerts. Detection engineering teams have tuned out low quality alerts already. The alerts piling up are not the easy ones. What sits in the queue is the hard stuff: credential harvesting with clean URLs, internal forwarding chains with no obvious IOCs, 10+ page long intel report hunts, regulatory data calls. These analyses take time. They require analyst intuition.
Ending the Weaponization of Procurement
Vendors often use the procurement process as a shield. Preventing the security community from judging software without involving sales teams, they hide behind the paperwork. This gatekeeping is a liability.
When a critical CVE drops, you need tools, not a sales pitch. When an incident is in progress, teams need to act in minutes. The procurement funnel needs time that active threats do not provide. This isn't a slight on procurement processes. They are there for a reason. But aspirin shouldn't wait for a doctor's appointment. Neither should your AI needs for enterprise security.
I have talked to SOC directors who found out about a tool they needed after a breach, and could not get it approved in time to help. That is not a failure of the security team. That is a failure of how tools reach the people who need them.
AI for Enterprise Security: Free, When You Need It Most
We believe the security community deserves better. That's why we are offering Crogl — AI for Enterprise Security — for free. No paperwork, no strings attached. We want you to judge the software based on its performance against your alerts, your data, not slide decks.
We are launching a private preview program on May 11th for a part of the community to download the full platform. No gated features, no "lite" versions. Just the power to investigate and hunt in minutes. In a few weeks we will be expanding this capability to everybody.
The logic here is direct: if the tool needs to exist at the moment of impact, then the distribution model has to match. We want to eliminate the artificial barriers and serve the community.
We want Crogl to be what analysts reach for when something is happening and they need to know what happened. That kind of trust gets built by being available, functional, and immediate.
A New Standard for Security Tools
Our mission is to prove that AI can work in operational environments when it's built correctly. We are putting the power back into the hands of the practitioners. If Crogl doesn't solve your alert backlog, then worst case you saved weeks of time and paperwork. When it does, you've gained a capability that the overhyped agents cannot match.
First, the free version is a real product. It is designed for rapid deployment and individual analyst use. We did not limit it to make upgrading feel necessary. We limited it at the team boundary because enterprise deployments — with multi-user collaboration, SSO, RBAC, and expanded integrations — require infrastructure and support that have real cost. But the investigation and hunting capability is fully functional.
Second, we want practitioners to use it and engage with a community via the Crogl community Slack channels. The strongest argument for Crogl is what it does in your environment, against your alerts. If you run it and it does not work for your use case, we want to know that. We will make it better. If it does work, you will know it without anyone telling you. And you can help others use Crogl.
Crogl is created by analysts and researchers who have been part of the security community for decades. We want to serve our community.
The free version is available starting May 11 through private preview, with broader download availability in the coming weeks. You can sign up for the waitlist for the next round here.