Rethinking the SOC: From tool procurement to platform architecture

What this post added

This post details the architectural shift required for Security Operations Centers (SOCs) to effectively handle AI-speed threats. It outlines the 'fragmentation tax' imposed by traditional tool-procurement models and explains why AI cannot fix a fragmented foundation. The post proposes an open, unified security architecture with key requirements: unified telemetry, native support for open standards (OpenTelemetry, Elastic Common Schema), query-in-place across data tiers, model-agnostic AI with transparent reasoning, native automation, and flexible deployment options. It introduces the concept of 'agentic operations' where AI assists analysts rather than operating autonomously, leading to faster attack neutralization.