Turning threat reports into detection insights with AI

Turning threat reports into detection insights with AI www.microsoft.com/en-us/sec… Microsoft outlines an AI-assisted workflow designed to help security teams convert unstructured threat intelligence into actionable detection insights. Security teams often face delays when extracting tactics, techniques and procedures (TTPs) from lengthy incident reports, red team assessments and public threat writeups. Mapping those TTPs to standard taxonomies and identifying detection gaps can take days or weeks, particularly when documents contain mixed formats such as prose, tables, screenshots and code. The proposed workflow uses AI to generate a structured initial analysis from common security content. It extracts candidate TTPs, validates and normalizes them, and aligns findings to the MITRE ATT&CK framework. The objective is to accelerate detection engineering, reduce manual effort and improve coverage analysis by systematically identifying where existing detections are sufficient and where gaps may exist.