Alert queues in a security operations centre rarely run empty. Thousands of notifications can stack up in a single shift, and often, only a fraction point to real risk. That gap between volume and value is one reason the SANS 2025 SOC Survey found that 42% of security operations centres now use AI and machine learning tools, even as satisfaction with those tools still trails other SOC technologies.<\/p>\n
There\u2019s usually a shortage of context: which alert matters, why, and what to do about it. AI SOC implementation is one way to close that gap, provided it is planned around existing workflows rather than mounted on as another dashboard. This guide walks through what the approach involves, where it fits the Indian regulatory landscape and the steps that tend to work in practice.<\/p>\n\t\t