#Decision-1

Microsoft Decision Model in Practice: How Probabilistic Output Is Revolutionizing AIOps Root Cause Localization

A practical test of Microsoft's Decision-1 in AIOps: 86% accuracy in HDFS log anomaly detection, 94% in microservice root cause localization, at 1/40 the cost of reasoning models. Structured state engineering and calibrated thresholds are key.