This article explains the architecture, benefits, and implementation steps for building an AI powered continuous compliance auditing system that consumes event streams, detects policy drift, and auto‑remediates compliance gaps in SaaS applications.

This article explores a novel architecture that combines causal graph neural networks, continuous event streaming, and GitOps to deliver real‑time compliance impact forecasts, helping product teams anticipate regulatory changes instantly.