Deciding Build vs Buy for AI in the SOC

Should you build your own AI SOC or partner for one? Someone on your security team has probably already wired a language model to your SIEM and produced a convincing demo. They were right to try. Turning that demo into an operational, agentic SOC capability takes sustained engineering effort that rarely shows up in the original plan.

This guide from Crogl, AI for Enterprise Security, sets aside the usual build vs buy AI debate about maintenance burden and total cost. It asks a narrower question: which arrangement, your team alone or your team plus a partner, produces the better security outcome? It defines that outcome in three parts. Coverage means alerts closed with a documented finding. Quality means finding an SOC manager or auditor that can stand behind. Durability means both hold as your environment and models change.

The guide then scores your team on five questions.

Attention: who keeps query construction, context management, and knowledge graph tuning current with every model release?
Craft: has your team shipped enterprise software with permissioning across humans, agents, and tenants?
Trust: does trust live in your architecture, or in a prompt the model treats as a suggestion?
Evidence: can you prove improvement on held-out investigations, against a rubric your SOC manager signed?
Sovereignty: when an alert carries a patient record or CUI, what crossed the boundary? The answer does not have to be all or nothing. Where your team clears the bar, it should build. Where it does not, a partner can carry the engine while you own the problem.

The U.S. Air Force, a well-resourced security organization, selected Crogl. Crogl runs on-premises, in a private cloud, or fully air-gapped, so nothing leaves your environment. Download Crogl at crogl.com/download.

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Crogl is AI for Enterprise Security. It investigates every alert and hunts every threat advisory across your SIEM, EDR, data lakes, identity, and ticketing tools, inside your environment. Crogl is customer-managed, not SaaS. Run it on-premises, in a private cloud, or fully air-gapped. Your data never leaves your perimeter. Crogl queries each source in its native format, with no pipelines to build and no schemas to normalize. Every query, finding, and decision is auditable, repeatable, and inspectable, and logs automatically to your ticketing system. The workflow adapts to the analyst. Crogl handles the investigation. The analyst makes the call. Crogl is multi-model: you choose and host your own models, with no single-provider dependency. Pricing is fixed. No per-alert, per-investigation, or per-user fees, so alert volume never changes the bill. Crogl runs in an air-gapped, classified Department of War environment, investigating more than 1,000 alerts a day, and in a Fortune 500 financial services institution. Built for the hardest security environments. Download Crogl at crogl.com/download.