How do AI tools ensure compliance and security in finance?

Through four mechanisms. Certification: SOC 2 Type II, GDPR, and CCPA compliance verified before procurement. Zero data retention policies, so proprietary data is never used to train external models. Full data lineage and source-linked citations, so every output is traceable back to the originating document and defensible to auditors and examiners. And continuous monitoring rather than periodic sampling, with AI agents extracting covenants from loan agreements, maintaining live compliance trackers, and flagging breaches before they become defaults.