The Crisis of Scale and the SMB Security Gap Scaling autonomous SOC operations for Small and Medium Businesses (SMBs) represents one of the most significant challenges in modern cybersecurity. Historically, the security industry has focused on enterprise-level solutions that assume unlimited bandwidth, massive storage arrays, and a dedicated army of Tier-1 analysts. However, for the average SMB, this model is fundamentally broken. SMBs often operate with a single IT generalist who manages everything from printer drivers to firewall rules, creating a 'security gap' that threat actors are increasingly eager to exploit. The traditional Security Operations Center (SOC) model relies on the centralization of telemetry. Every log, every packet header, and every flow record is backhauled to a cloud-based SIEM. For an SMB, this leads to the 'Data Wall'—a point where the cost of data egress and the latency of cloud-based analysis exceed the business's budget and the technical requirements for real-time defense.…