GraphCompliance: Structure-Aware Regulatory Compliance through Policy-Context Graph Alignment
GraphCompliance creates a framework to assess regulatory compliance by converting legal texts into a Policy Graph and runtime facts into a Context Graph. It aligns these two structured knowledge representations using a Compliance Gate before feeding them to an LLM for judgment. This method preserves structural dependencies, leading to superior accuracy and robustness compared to standard methods.